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https://dev.to/cotter/localstorage-vs-cookies-all-you-need-to-know-about-storing-jwt-tokens-securely-in-the-front-end-15id#a-recap-about-access-token-amp-refresh-token | LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. 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Report Abuse Michelle Marcelline for Cotter Posted on Jul 21, 2020 • Edited on Aug 1, 2020 • Originally published at blog.cotter.app LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End # security # webdev # javascript OAuth 2.0, JWT Tokens, and How to Store Them Securely (3 Part Series) 1 What on Earth Is OAuth? ASuper Simple Intro to OAuth 2.0, Access Tokens, and How to Implement It in Your Site 2 LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End 3 OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI JWT Tokens are awesome, but how do you store them securely in your front-end? We'll go over the pros and cons of localStorage and Cookies. We went over how OAuth 2.0 works in the last post and we covered how to generate access tokens and refresh tokens. The next question is: how do you store them securely in your front-end? A Recap about Access Token & Refresh Token Access tokens are usually short-lived JWT Tokens, signed by your server, and are included in every HTTP request to your server to authorize the request. Refresh tokens are usually long-lived opaque strings stored in your database and are used to get a new access token when it expires. Where should I store my tokens in the front-end? There are 2 common ways to store your tokens: in localStorage or cookies. There are a lot of debate on which one is better and most people lean toward cookies for being more secure. Let's go over the comparison between localStorage . This article is mainly based on Please Stop Using Local Storage and the comments to this post. Local Storage Pros: It's convenient. It's pure JavaScript and it's convenient. If you don't have a back-end and you're relying on a third-party API, you can't always ask them to set a specific cookie for your site. Works with APIs that require you to put your access token in the header like this: Authorization Bearer ${access_token} . Cons: It's vulnerable to XSS attacks. An XSS attack happens when an attacker can run JavaScript on your website. This means that the attacker can just take the access token that you stored in your localStorage . An XSS attack can happen from a third-party JavaScript code included in your website, like React, Vue, jQuery, Google Analytics, etc. It's almost impossible not to include any third-party libraries in your site. Cookies Pros: The cookie is not accessible via JavaScript; hence, it is not as vulnerable to XSS attacks as localStorage . If you're using httpOnly and secure cookies, that means your cookies cannot be accessed using JavaScript. This means, even if an attacker can run JS on your site, they can't read your access token from the cookie. It's automatically sent in every HTTP request to your server. Cons: Depending on the use case, you might not be able to store your tokens in the cookies. Cookies have a size limit of 4KB. Therefore, if you're using a big JWT Token, storing in the cookie is not an option. There are scenarios where you can't share cookies with your API server or the API requires you to put the access token in the Authorization header. In this case, you won't be able to use cookies to store your tokens. About XSS Attack Local storage is vulnerable because it's easily accessible using JavaScript and an attacker can retrieve your access token and use it later. However, while httpOnly cookies are not accessible using JavaScript, this doesn't mean that by using cookies, you are safe from XSS attacks involving your access token. If an attacker can run JavaScript in your application, then they can just send an HTTP request to your server and that will automatically include your cookies. It's just less convenient for the attacker because they can't read the content of the token although they rarely have to. It might also be more advantageous for the attacker to attack using victim's browser (by just sending that HTTP Request) rather than using the attacker's machine. Cookies and CSRF Attack CSRF Attack is an attack that forces a user to do an unintended request. For example, if a website is accepting an email change request via: POST /email/change HTTP / 1.1 Host : site.com Content-Type : application/x-www-form-urlencoded Content-Length : 50 Cookie : session=abcdefghijklmnopqrstu email=myemail.example.com Enter fullscreen mode Exit fullscreen mode Then an attacker can easily make a form in a malicious website that sends a POST request to https://site.com/email/change with a hidden email field and the session cookie will automatically be included. However, this can be mitigated easily using sameSite flag in your cookie and by including an anti-CSRF token . Conclusion Although cookies still have some vulnerabilities, it's preferable compared to localStorage whenever possible. Why? Both localStorage and cookies are vulnerable to XSS attacks but it's harder for the attacker to do the attack when you're using httpOnly cookies. Cookies are vulnerable to CSRF attacks but it can be mitigated using sameSite flag and anti-CSRF tokens . You can still make it work even if you need to use the Authorization: Bearer header or if your JWT is larger than 4KB. This is also consistent with the recommendation from the OWASP community: Do not store session identifiers in local storage as the data are always accessible by JavaScript. Cookies can mitigate this risk using the httpOnly flag. OWASP: HTML5 Security Cheat Sheet So, how do I use cookies to persists my OAuth 2.0 tokens? As a recap, here are the different ways you can store your tokens: Option 1: Store your access token in localStorage : prone to XSS. Option 2: Store your access token in httpOnly cookie: prone to CSRF but can be mitigated, a bit better in terms of exposure to XSS. Option 3: Store the refresh token in httpOnly cookie: safe from CSRF, a bit better in terms of exposure to XSS. We'll go over how Option 3 works as it is the best out of the 3 options. Store your access token in memory and store your refresh token in the cookie Why is this safe from CSRF? Although a form submit to /refresh_token will work and a new access token will be returned, the attacker can't read the response if they're using an HTML form. To prevent the attacker from successfully making a fetch or AJAX request and read the response, this requires the Authorization Server's CORS policy to be set up correctly to prevent requests from unauthorized websites. So how does this set up work? Step 1: Return Access Token and Refresh Token when the user is authenticated. After the user is authenticated, the Authorization Server will return an access_token and a refresh_token . The access_token will be included in the Response body and the refresh_token will be included in the cookie. Refresh Token cookie setup: Use the httpOnly flag to prevent JavaScript from reading it. Use the secure=true flag so it can only be sent over HTTPS. Use the SameSite=strict flag whenever possible to prevent CSRF. This can only be used if the Authorization Server has the same site as your front-end. If this is not the case, your Authorization Server must set CORS headers in the back-end or use other methods to ensure that the refresh token request can only be done by authorized websites. Step 2: Store the access token in memory Storing the token in-memory means that you put this access token in a variable in your front-end site. Yes, this means that the access token will be gone if the user switches tabs or refresh the site. That's why we have the refresh token. Step 3: Renew access token using the refresh token When the access token is gone or has expired, hit the /refresh_token endpoint and the refresh token that was stored in the cookie in step 1 will be included in the request. You'll get a new access token and can then use that for your API Requests. This means your JWT Token can be larger than 4KB and you can also put it in the Authorization header. That's It! This should cover the basics and help you secure your site. This post is written by the team at Cotter – we are building lightweight, fast, and passwordless login solution for websites and mobile apps. If you're building a login flow for your website or mobile app, these articles might help: What On Earth Is OAuth? A Super Simple Intro to OAuth 2.0, Access Tokens, and How to Implement it in your Site Passwordless Login with Email and JSON Web Token (JWT) Authentication using Next.js Here's How to Integrate Cotter's Magic Link to Your Webflow Site in Less Than 15 minutes! References We referred to several articles when writing this blog, especially from these articles: Please Stop Using Local Storage The Ultimate Guide to handling JWTs on front-end clients (GraphQL) Cookies vs Localstorage for sessions – everything you need to know Questions & Feedback If you need help or have any feedback, feel free to comment here or ping us on Cotter's Slack Channel ! We're here to help. Ready to use Cotter? If you enjoyed this post and want to integrate Cotter into your website or app, you can create a free account and check out our documentation . OAuth 2.0, JWT Tokens, and How to Store Them Securely (3 Part Series) 1 What on Earth Is OAuth? ASuper Simple Intro to OAuth 2.0, Access Tokens, and How to Implement It in Your Site 2 LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End 3 OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI Top comments (46) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Kasey Speakman Kasey Speakman Kasey Speakman Follow collector of ideas. no one of consequence. Location Huntsville, AL Joined Apr 5, 2017 • Jul 22 '20 • Edited on Jul 24 • Edited Dropdown menu Copy link Hide The part of this discussion I always stumble over is when it is recommended to "just" use anti-CSRF tokens. This is a non-trivial requirement. It is easy for one server -- most of them have built-in libs just like with JWT authentication. However, unlike JWT authentication it is a stateful process. So once you go beyond a single API server (including a fail-over scenario) you have to externalize the issued CSRF tokens into something like Redis (or a DB if you don't mind even more added latency). So all servers can be aware of the issued tokens. This adds another infrastructure piece that needs to be maintained and scaled for load. Edit: I guess people already using session servers are thinking "So what, we already have Redis to track user sessions." But with JWT, user sessions are stateless (just the token they provide and you validate) so this extra infrastructure isn't needed. That's a maintenance cost eliminated. As far as local storage being vulnerable to XSS attacks, OWASP also puts out an XSS Prevention Cheat Sheet . The main attack vector for XSS is when you allow users to directly input HTML/JS and then execute it. Most major frameworks already santize user inputs to prevent this. Modern JavaScript frameworks have pretty good XSS protection built in. OWASP XSS Prevention Cheat Sheet The less common threat that you mentioned was NPM libraries becoming subverted to include XSS attacks. NPM has added auditing tools to report this and warn users. (Edit: Fair point is that people sometimes still use JS libs from CDNs, which may have less scrutiny.) And also Content Security Policy is supported in all major browsers and can prevent attacks and the exfil of token/data even if a script on your site gets compromised. It does not necessarily prevent the compromised script from making calls to your own API. But they would have to be targeting your API specifically to accomplish much. I completely understand the recommendation to use cookies + Secure + HttpOnly + anti-forgery tokens from a security perspective. And as far as I am aware it is superior security to JWT in local storage. But it also has pretty significant constraints. And local storage is not bad, security-wise. It is isolated by domain. XSS attacks are already heavily mitigated by just using a modern JS framework and paying attention to NPM audit warnings. Throw in CSP for good measure. And of course not going out of your way to evaluate user-entered data as HTML/JS/CSS. (If your site functionality requires this, then you probably should use cookie auth and CSP.) Like comment: Like comment: 37 likes Like Comment button Reply Collapse Expand Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Jul 23 '20 Dropdown menu Copy link Hide Hi Kasey, thanks for your comment! I do agree that localStorage is not bad at all, and considering how XSS attacks are already heavily mitigated as you mentioned, it's a valid option. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Kasey Speakman Kasey Speakman Kasey Speakman Follow collector of ideas. no one of consequence. Location Huntsville, AL Joined Apr 5, 2017 • Jul 23 '20 Dropdown menu Copy link Hide Hey thanks for the response! Best wishes. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Todd Matheson Todd Matheson Todd Matheson Follow I'm current a student in frontend dev. I love learning new things, especially in the realm of web development. Also, becoming well acquainted with Rust's borrow checker. Location Bay Area, California Education Current Web Development Student Work Full stack web developer Joined Jan 2, 2019 • Jul 22 '20 Dropdown menu Copy link Hide Great article. Thanks for the in depth research and clear tutorial. Logic was very concise. 😃 Like comment: Like comment: 9 likes Like Comment button Reply Collapse Expand Michelle Marcelline Cotter Michelle Marcelline Cotter Michelle Marcelline Follow I post about my journey as an immigrant female founder • prev. Typedream (acq. beehiiv) • Y Combibnator W20 • Forbes U30 Location San Francisco Work Co-Founder at The Prompting Company Joined Jun 19, 2020 • Jul 22 '20 Dropdown menu Copy link Hide Happy to help! Feel free to ping me if you have any questions/concerns :) Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Todd Matheson Todd Matheson Todd Matheson Follow I'm current a student in frontend dev. I love learning new things, especially in the realm of web development. Also, becoming well acquainted with Rust's borrow checker. Location Bay Area, California Education Current Web Development Student Work Full stack web developer Joined Jan 2, 2019 • Jul 22 '20 Dropdown menu Copy link Hide Thanks Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Anshul Negi Anshul Negi Anshul Negi Follow Hello there... I Consider Myself A Budding Programmer, Learning Things At Own Pace & Celebrating The Learning Curve. Email anshul.negi.tc@gmail.com Location India Education B.Tech(Computer Science) Work MERN developer at Anshul Negi Joined Dec 14, 2019 • Jul 22 '20 Dropdown menu Copy link Hide Was in a long search for this clarification. Thanks Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand Michelle Marcelline Cotter Michelle Marcelline Cotter Michelle Marcelline Follow I post about my journey as an immigrant female founder • prev. Typedream (acq. beehiiv) • Y Combibnator W20 • Forbes U30 Location San Francisco Work Co-Founder at The Prompting Company Joined Jun 19, 2020 • Jul 22 '20 • Edited on Jul 23 • Edited Dropdown menu Copy link Hide Thanks Anshul! Let me know if you want me to discuss any other topics related to Authentication :) Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Anshul Negi Anshul Negi Anshul Negi Follow Hello there... I Consider Myself A Budding Programmer, Learning Things At Own Pace & Celebrating The Learning Curve. Email anshul.negi.tc@gmail.com Location India Education B.Tech(Computer Science) Work MERN developer at Anshul Negi Joined Dec 14, 2019 • Jul 23 '20 Dropdown menu Copy link Hide For sure As for now, this article clears most of the doubts maybe in future if I lost around something related to authentication, will let you know. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Lucien glue Lucien glue Lucien glue Follow full stack web developer Joined Jul 19, 2020 • Jul 22 '20 Dropdown menu Copy link Hide Thanks for this article, it helped me a lot! Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Michelle Marcelline Cotter Michelle Marcelline Cotter Michelle Marcelline Follow I post about my journey as an immigrant female founder • prev. Typedream (acq. beehiiv) • Y Combibnator W20 • Forbes U30 Location San Francisco Work Co-Founder at The Prompting Company Joined Jun 19, 2020 • Jul 22 '20 • Edited on Jul 23 • Edited Dropdown menu Copy link Hide Thanks Lucien! Let me know if you have any questions :) Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Wayne Smallman Wayne Smallman Wayne Smallman Follow Addicted to learning everything there is (except tax law and OAuth), often to be found contemplating the infinite when not building the Under Cloud. Location Yorkshire, England. Work Owner & Founder at Under Cloud Joined Jun 30, 2019 • Jul 22 '20 • Edited on Jul 22 • Edited Dropdown menu Copy link Hide If you use Express, then it could be worth looking at Express Session and the option to save the data to Redis: app.use( session({ name: 'sessionForApplication', secret: process.env.SESSION_SECRET, saveUninitialized: true, resave: true, cookie: { expires: expiryDate, domain: process.env.APP_DOMAIN }, store: new RedisStore(optionsForRedis) }) ) Enter fullscreen mode Exit fullscreen mode Like comment: Like comment: 10 likes Like Comment button Reply Collapse Expand Hemant Joshi Hemant Joshi Hemant Joshi Follow Your Friendly Neighbourhood Developer. Location Nainital, India Education Birla Institue Of Apllied Sciences; Work Learning... Joined Mar 31, 2020 • Jul 22 '20 Dropdown menu Copy link Hide Yes, redis is the best one🙂, also cookies would be my second option for JWT based storage Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Jul 23 '20 Dropdown menu Copy link Hide Hi Wayne, Putri here – Michelle's cofounder. This is very helpful, Express Session with Redis is definitely a great option. Thanks for the comment! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Wayne Smallman Wayne Smallman Wayne Smallman Follow Addicted to learning everything there is (except tax law and OAuth), often to be found contemplating the infinite when not building the Under Cloud. Location Yorkshire, England. Work Owner & Founder at Under Cloud Joined Jun 30, 2019 • Jul 23 '20 Dropdown menu Copy link Hide A pleasure, and glad to help. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand m4r4v m4r4v m4r4v Follow I am who I am Location Earth Education Software Engineer, Cibersecurity Analyst, GNU/Linux SysAdmin Work Consultant Joined Jul 7, 2020 • Jul 22 '20 Dropdown menu Copy link Hide Very descriptive and helpful article. Thanks!!! Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Michelle Marcelline Cotter Michelle Marcelline Cotter Michelle Marcelline Follow I post about my journey as an immigrant female founder • prev. Typedream (acq. beehiiv) • Y Combibnator W20 • Forbes U30 Location San Francisco Work Co-Founder at The Prompting Company Joined Jun 19, 2020 • Jul 22 '20 • Edited on Jul 23 • Edited Dropdown menu Copy link Hide Thanks Jorge! Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Marko Kruljac Marko Kruljac Marko Kruljac Follow Hello world Location Zagreb Joined Feb 27, 2020 • Jul 22 '20 • Edited on Jul 22 • Edited Dropdown menu Copy link Hide Hi Michelle, really great article! What always confused me about httpOnly cookies and JWT is that the frontend app is missing a big benefit of JWT, which is the payload containing claims and possibly other custom data from the backend. This is most often the user's role, which then the app uses to render privileged parts of the UI and so on, or the token expiry information. With httpOnly, this benefit is not utilised - but the cost in increased packet size is still being paid! There are strategies which take option 3 to the extreme, and people have already written great articles about this in details, that the JWT token itself should be split into 2 parts, it's signature in httpOnly, and the rest in a normal JS-accessible cookie. This ofcourse increases the complexity of the backend as well, which now needs to piece together the final JWT from two different incoming sources. I guess this could be option 4. It seems to me, that in order to make good secure use of JWT, considerable complexity on both stacks must be considered. Alternatives are either insecure, or not utilizing the benefits of JWT, which would then just be better off using bearer tokens. Again, thanks for the great article. It really got me thinking about these things and I think a great discussion could be made about the topic. What is your take on splitting the token into two cookies? Does the added complexity justify the security gained? Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Jul 23 '20 Dropdown menu Copy link Hide Hi Marko, Putri here – Michelle's cofounder. That's an interesting suggestion! I don't quite understand how the frontend would miss being able to read the claims/custom data in the JWT using option 3. By storing the access token in memory, you can decode and read the claims in the frontend whenever the access token is available. When the access token is not available in memory (after a refresh/change tab), you can use a function that will refresh the access token, and now you have the access token available again in memory and you can read/decode it in the frontend. Splitting the JWT might be a useful option if the above solution doesn't help. Let me know what you think :) Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Marko Kruljac Marko Kruljac Marko Kruljac Follow Hello world Location Zagreb Joined Feb 27, 2020 • Jul 23 '20 Dropdown menu Copy link Hide By storing the token in memory, you risk compromising it by means of xss. The damage is contained since the token is short-lived, but still a window of opportunity exists. We can either accept this risk or add considerable complexity to reduce it. What do you think? Like comment: Like comment: 1 like Like Thread Thread Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Jul 23 '20 Dropdown menu Copy link Hide That's true, storing in memory is still prone to XSS attack, it's just harder for the attacker to find it than localStorage. Splitting the JWT into 2 cookies where the signature is in an httpOnly cookie, but the rest of the JWT is accessible to JavaScript makes sense. This means that the frontend can still access JWT except for the signature. I think it's up to the website to determine what kind of attack factor that they're trying to mitigate against to decide whether they need the upgrade in security. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Pacharapol Withayasakpunt Pacharapol Withayasakpunt Pacharapol Withayasakpunt Follow Currently interested in TypeScript, Vue, Kotlin and Python. Looking forward to learning DevOps, though. Location Thailand Education Yes Joined Oct 30, 2019 • Jul 28 '20 • Edited on Jul 28 • Edited Dropdown menu Copy link Hide I just wonder what is actually accessible by document.cookie ? Secondly would be the implementation. I am interested in all processes from highly-accessible sign-in, to protecting the API endpoint, and the server knows requesters' credentials (for attaching userId in database queries). I currently use Firebase / firebase-admin for these reasons, but I have trouble implementing storing token in cookies . I fear that it might be backend dependent... I will consider your product. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Aug 4 '20 Dropdown menu Copy link Hide Hi Pacharapol! Cookies that are marked httpOnly are not accessible from document.cookie , otherwise you can access the cookie from document.cookie . source With our JS SDK (from yarn add cotter ), we actually handle storing the access token in memory and the refresh token in the cookie for you. In short, you can just call: cotter . tokenHandler . getAccessToken () Enter fullscreen mode Exit fullscreen mode and it will: grab the access token from memory if not expired, or automatically refreshes the access token by calling Cotter's refresh token endpoint (where the cookie is included) and return to you a new access token. If you're interested, shoot me a message on Slack and I can help you with any questions. You can find our documentation here . Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Jaytonic Jaytonic Jaytonic Follow Joined Jan 14, 2020 • Mar 18 '22 Dropdown menu Copy link Hide Nice article, thank you! One thing I'm not sure I totally understood: About "Store your access token in memory and store your refresh token in the cookie". Doesn't that make us again vulnerable to XSS attacks? Because your in-memory token would be available by some injected javascript, no? Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand jonyx jonyx jonyx Follow Senior Software Engineer Joined Nov 8, 2019 • Jul 22 '20 Dropdown menu Copy link Hide Hi, I am so excited about this article, But what if the refresh token takes more than 4KB? Is there any way to increase the space of Cookie? Cookie is reling on the type of Browser? Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Jul 23 '20 Dropdown menu Copy link Hide Hi Pony, refresh tokens are usually opaque random strings stored in your database, so they shouldn't take more than 4KB. I don't think that there's a way to increase the space, but you might be able to split a large cookie into 2. However some browser limits cookie size per domain, so that wouldn't work. Here's a nice list about cookie limits per browser browsercookielimits.squawky.net/ . Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand jonyx jonyx jonyx Follow Senior Software Engineer Joined Nov 8, 2019 • Jul 23 '20 Dropdown menu Copy link Hide Thank you for your kind support Love to wait for your next post Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Matt Ellen-Tsivintzeli Matt Ellen-Tsivintzeli Matt Ellen-Tsivintzeli Follow Ultra-fullstack software developer. Python, JavaScript, C#, C. Location Earth Education I am a master of science Pronouns He/him/his/his Work Software Engineer Joined May 2, 2017 • Sep 9 '21 Dropdown menu Copy link Hide Hi Putri, Just to let you know that the link in your reply is now dead. Like comment: Like comment: 1 like Like Comment button Reply View full discussion (46 comments) Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Cotter Follow One-Tap Passwordless Login for your App Are you building a website or an app that needs user signups/logins? Learn how to build user-friendly authentication in just a few minutes . 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Report Abuse Michelle Marcelline for Cotter Posted on Jul 21, 2020 • Edited on Aug 1, 2020 • Originally published at blog.cotter.app LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End # security # webdev # javascript OAuth 2.0, JWT Tokens, and How to Store Them Securely (3 Part Series) 1 What on Earth Is OAuth? ASuper Simple Intro to OAuth 2.0, Access Tokens, and How to Implement It in Your Site 2 LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End 3 OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI JWT Tokens are awesome, but how do you store them securely in your front-end? We'll go over the pros and cons of localStorage and Cookies. We went over how OAuth 2.0 works in the last post and we covered how to generate access tokens and refresh tokens. The next question is: how do you store them securely in your front-end? A Recap about Access Token & Refresh Token Access tokens are usually short-lived JWT Tokens, signed by your server, and are included in every HTTP request to your server to authorize the request. Refresh tokens are usually long-lived opaque strings stored in your database and are used to get a new access token when it expires. Where should I store my tokens in the front-end? There are 2 common ways to store your tokens: in localStorage or cookies. There are a lot of debate on which one is better and most people lean toward cookies for being more secure. Let's go over the comparison between localStorage . This article is mainly based on Please Stop Using Local Storage and the comments to this post. Local Storage Pros: It's convenient. It's pure JavaScript and it's convenient. If you don't have a back-end and you're relying on a third-party API, you can't always ask them to set a specific cookie for your site. Works with APIs that require you to put your access token in the header like this: Authorization Bearer ${access_token} . Cons: It's vulnerable to XSS attacks. An XSS attack happens when an attacker can run JavaScript on your website. This means that the attacker can just take the access token that you stored in your localStorage . An XSS attack can happen from a third-party JavaScript code included in your website, like React, Vue, jQuery, Google Analytics, etc. It's almost impossible not to include any third-party libraries in your site. Cookies Pros: The cookie is not accessible via JavaScript; hence, it is not as vulnerable to XSS attacks as localStorage . If you're using httpOnly and secure cookies, that means your cookies cannot be accessed using JavaScript. This means, even if an attacker can run JS on your site, they can't read your access token from the cookie. It's automatically sent in every HTTP request to your server. Cons: Depending on the use case, you might not be able to store your tokens in the cookies. Cookies have a size limit of 4KB. Therefore, if you're using a big JWT Token, storing in the cookie is not an option. There are scenarios where you can't share cookies with your API server or the API requires you to put the access token in the Authorization header. In this case, you won't be able to use cookies to store your tokens. About XSS Attack Local storage is vulnerable because it's easily accessible using JavaScript and an attacker can retrieve your access token and use it later. However, while httpOnly cookies are not accessible using JavaScript, this doesn't mean that by using cookies, you are safe from XSS attacks involving your access token. If an attacker can run JavaScript in your application, then they can just send an HTTP request to your server and that will automatically include your cookies. It's just less convenient for the attacker because they can't read the content of the token although they rarely have to. It might also be more advantageous for the attacker to attack using victim's browser (by just sending that HTTP Request) rather than using the attacker's machine. Cookies and CSRF Attack CSRF Attack is an attack that forces a user to do an unintended request. For example, if a website is accepting an email change request via: POST /email/change HTTP / 1.1 Host : site.com Content-Type : application/x-www-form-urlencoded Content-Length : 50 Cookie : session=abcdefghijklmnopqrstu email=myemail.example.com Enter fullscreen mode Exit fullscreen mode Then an attacker can easily make a form in a malicious website that sends a POST request to https://site.com/email/change with a hidden email field and the session cookie will automatically be included. However, this can be mitigated easily using sameSite flag in your cookie and by including an anti-CSRF token . Conclusion Although cookies still have some vulnerabilities, it's preferable compared to localStorage whenever possible. Why? Both localStorage and cookies are vulnerable to XSS attacks but it's harder for the attacker to do the attack when you're using httpOnly cookies. Cookies are vulnerable to CSRF attacks but it can be mitigated using sameSite flag and anti-CSRF tokens . You can still make it work even if you need to use the Authorization: Bearer header or if your JWT is larger than 4KB. This is also consistent with the recommendation from the OWASP community: Do not store session identifiers in local storage as the data are always accessible by JavaScript. Cookies can mitigate this risk using the httpOnly flag. OWASP: HTML5 Security Cheat Sheet So, how do I use cookies to persists my OAuth 2.0 tokens? As a recap, here are the different ways you can store your tokens: Option 1: Store your access token in localStorage : prone to XSS. Option 2: Store your access token in httpOnly cookie: prone to CSRF but can be mitigated, a bit better in terms of exposure to XSS. Option 3: Store the refresh token in httpOnly cookie: safe from CSRF, a bit better in terms of exposure to XSS. We'll go over how Option 3 works as it is the best out of the 3 options. Store your access token in memory and store your refresh token in the cookie Why is this safe from CSRF? Although a form submit to /refresh_token will work and a new access token will be returned, the attacker can't read the response if they're using an HTML form. To prevent the attacker from successfully making a fetch or AJAX request and read the response, this requires the Authorization Server's CORS policy to be set up correctly to prevent requests from unauthorized websites. So how does this set up work? Step 1: Return Access Token and Refresh Token when the user is authenticated. After the user is authenticated, the Authorization Server will return an access_token and a refresh_token . The access_token will be included in the Response body and the refresh_token will be included in the cookie. Refresh Token cookie setup: Use the httpOnly flag to prevent JavaScript from reading it. Use the secure=true flag so it can only be sent over HTTPS. Use the SameSite=strict flag whenever possible to prevent CSRF. This can only be used if the Authorization Server has the same site as your front-end. If this is not the case, your Authorization Server must set CORS headers in the back-end or use other methods to ensure that the refresh token request can only be done by authorized websites. Step 2: Store the access token in memory Storing the token in-memory means that you put this access token in a variable in your front-end site. Yes, this means that the access token will be gone if the user switches tabs or refresh the site. That's why we have the refresh token. Step 3: Renew access token using the refresh token When the access token is gone or has expired, hit the /refresh_token endpoint and the refresh token that was stored in the cookie in step 1 will be included in the request. You'll get a new access token and can then use that for your API Requests. This means your JWT Token can be larger than 4KB and you can also put it in the Authorization header. That's It! This should cover the basics and help you secure your site. This post is written by the team at Cotter – we are building lightweight, fast, and passwordless login solution for websites and mobile apps. If you're building a login flow for your website or mobile app, these articles might help: What On Earth Is OAuth? A Super Simple Intro to OAuth 2.0, Access Tokens, and How to Implement it in your Site Passwordless Login with Email and JSON Web Token (JWT) Authentication using Next.js Here's How to Integrate Cotter's Magic Link to Your Webflow Site in Less Than 15 minutes! References We referred to several articles when writing this blog, especially from these articles: Please Stop Using Local Storage The Ultimate Guide to handling JWTs on front-end clients (GraphQL) Cookies vs Localstorage for sessions – everything you need to know Questions & Feedback If you need help or have any feedback, feel free to comment here or ping us on Cotter's Slack Channel ! We're here to help. Ready to use Cotter? If you enjoyed this post and want to integrate Cotter into your website or app, you can create a free account and check out our documentation . OAuth 2.0, JWT Tokens, and How to Store Them Securely (3 Part Series) 1 What on Earth Is OAuth? ASuper Simple Intro to OAuth 2.0, Access Tokens, and How to Implement It in Your Site 2 LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End 3 OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI Top comments (46) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Kasey Speakman Kasey Speakman Kasey Speakman Follow collector of ideas. no one of consequence. Location Huntsville, AL Joined Apr 5, 2017 • Jul 22 '20 • Edited on Jul 24 • Edited Dropdown menu Copy link Hide The part of this discussion I always stumble over is when it is recommended to "just" use anti-CSRF tokens. This is a non-trivial requirement. It is easy for one server -- most of them have built-in libs just like with JWT authentication. However, unlike JWT authentication it is a stateful process. So once you go beyond a single API server (including a fail-over scenario) you have to externalize the issued CSRF tokens into something like Redis (or a DB if you don't mind even more added latency). So all servers can be aware of the issued tokens. This adds another infrastructure piece that needs to be maintained and scaled for load. Edit: I guess people already using session servers are thinking "So what, we already have Redis to track user sessions." But with JWT, user sessions are stateless (just the token they provide and you validate) so this extra infrastructure isn't needed. That's a maintenance cost eliminated. As far as local storage being vulnerable to XSS attacks, OWASP also puts out an XSS Prevention Cheat Sheet . The main attack vector for XSS is when you allow users to directly input HTML/JS and then execute it. Most major frameworks already santize user inputs to prevent this. Modern JavaScript frameworks have pretty good XSS protection built in. OWASP XSS Prevention Cheat Sheet The less common threat that you mentioned was NPM libraries becoming subverted to include XSS attacks. NPM has added auditing tools to report this and warn users. (Edit: Fair point is that people sometimes still use JS libs from CDNs, which may have less scrutiny.) And also Content Security Policy is supported in all major browsers and can prevent attacks and the exfil of token/data even if a script on your site gets compromised. It does not necessarily prevent the compromised script from making calls to your own API. But they would have to be targeting your API specifically to accomplish much. I completely understand the recommendation to use cookies + Secure + HttpOnly + anti-forgery tokens from a security perspective. And as far as I am aware it is superior security to JWT in local storage. But it also has pretty significant constraints. And local storage is not bad, security-wise. It is isolated by domain. XSS attacks are already heavily mitigated by just using a modern JS framework and paying attention to NPM audit warnings. Throw in CSP for good measure. And of course not going out of your way to evaluate user-entered data as HTML/JS/CSS. (If your site functionality requires this, then you probably should use cookie auth and CSP.) Like comment: Like comment: 37 likes Like Comment button Reply Collapse Expand Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Jul 23 '20 Dropdown menu Copy link Hide Hi Kasey, thanks for your comment! I do agree that localStorage is not bad at all, and considering how XSS attacks are already heavily mitigated as you mentioned, it's a valid option. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Kasey Speakman Kasey Speakman Kasey Speakman Follow collector of ideas. no one of consequence. Location Huntsville, AL Joined Apr 5, 2017 • Jul 23 '20 Dropdown menu Copy link Hide Hey thanks for the response! Best wishes. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Todd Matheson Todd Matheson Todd Matheson Follow I'm current a student in frontend dev. I love learning new things, especially in the realm of web development. Also, becoming well acquainted with Rust's borrow checker. Location Bay Area, California Education Current Web Development Student Work Full stack web developer Joined Jan 2, 2019 • Jul 22 '20 Dropdown menu Copy link Hide Great article. Thanks for the in depth research and clear tutorial. Logic was very concise. 😃 Like comment: Like comment: 9 likes Like Comment button Reply Collapse Expand Michelle Marcelline Cotter Michelle Marcelline Cotter Michelle Marcelline Follow I post about my journey as an immigrant female founder • prev. Typedream (acq. beehiiv) • Y Combibnator W20 • Forbes U30 Location San Francisco Work Co-Founder at The Prompting Company Joined Jun 19, 2020 • Jul 22 '20 Dropdown menu Copy link Hide Happy to help! Feel free to ping me if you have any questions/concerns :) Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Todd Matheson Todd Matheson Todd Matheson Follow I'm current a student in frontend dev. I love learning new things, especially in the realm of web development. Also, becoming well acquainted with Rust's borrow checker. Location Bay Area, California Education Current Web Development Student Work Full stack web developer Joined Jan 2, 2019 • Jul 22 '20 Dropdown menu Copy link Hide Thanks Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Anshul Negi Anshul Negi Anshul Negi Follow Hello there... I Consider Myself A Budding Programmer, Learning Things At Own Pace & Celebrating The Learning Curve. Email anshul.negi.tc@gmail.com Location India Education B.Tech(Computer Science) Work MERN developer at Anshul Negi Joined Dec 14, 2019 • Jul 22 '20 Dropdown menu Copy link Hide Was in a long search for this clarification. Thanks Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand Michelle Marcelline Cotter Michelle Marcelline Cotter Michelle Marcelline Follow I post about my journey as an immigrant female founder • prev. Typedream (acq. beehiiv) • Y Combibnator W20 • Forbes U30 Location San Francisco Work Co-Founder at The Prompting Company Joined Jun 19, 2020 • Jul 22 '20 • Edited on Jul 23 • Edited Dropdown menu Copy link Hide Thanks Anshul! Let me know if you want me to discuss any other topics related to Authentication :) Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Anshul Negi Anshul Negi Anshul Negi Follow Hello there... I Consider Myself A Budding Programmer, Learning Things At Own Pace & Celebrating The Learning Curve. Email anshul.negi.tc@gmail.com Location India Education B.Tech(Computer Science) Work MERN developer at Anshul Negi Joined Dec 14, 2019 • Jul 23 '20 Dropdown menu Copy link Hide For sure As for now, this article clears most of the doubts maybe in future if I lost around something related to authentication, will let you know. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Lucien glue Lucien glue Lucien glue Follow full stack web developer Joined Jul 19, 2020 • Jul 22 '20 Dropdown menu Copy link Hide Thanks for this article, it helped me a lot! Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Michelle Marcelline Cotter Michelle Marcelline Cotter Michelle Marcelline Follow I post about my journey as an immigrant female founder • prev. Typedream (acq. beehiiv) • Y Combibnator W20 • Forbes U30 Location San Francisco Work Co-Founder at The Prompting Company Joined Jun 19, 2020 • Jul 22 '20 • Edited on Jul 23 • Edited Dropdown menu Copy link Hide Thanks Lucien! Let me know if you have any questions :) Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Wayne Smallman Wayne Smallman Wayne Smallman Follow Addicted to learning everything there is (except tax law and OAuth), often to be found contemplating the infinite when not building the Under Cloud. Location Yorkshire, England. Work Owner & Founder at Under Cloud Joined Jun 30, 2019 • Jul 22 '20 • Edited on Jul 22 • Edited Dropdown menu Copy link Hide If you use Express, then it could be worth looking at Express Session and the option to save the data to Redis: app.use( session({ name: 'sessionForApplication', secret: process.env.SESSION_SECRET, saveUninitialized: true, resave: true, cookie: { expires: expiryDate, domain: process.env.APP_DOMAIN }, store: new RedisStore(optionsForRedis) }) ) Enter fullscreen mode Exit fullscreen mode Like comment: Like comment: 10 likes Like Comment button Reply Collapse Expand Hemant Joshi Hemant Joshi Hemant Joshi Follow Your Friendly Neighbourhood Developer. Location Nainital, India Education Birla Institue Of Apllied Sciences; Work Learning... Joined Mar 31, 2020 • Jul 22 '20 Dropdown menu Copy link Hide Yes, redis is the best one🙂, also cookies would be my second option for JWT based storage Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Jul 23 '20 Dropdown menu Copy link Hide Hi Wayne, Putri here – Michelle's cofounder. This is very helpful, Express Session with Redis is definitely a great option. Thanks for the comment! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Wayne Smallman Wayne Smallman Wayne Smallman Follow Addicted to learning everything there is (except tax law and OAuth), often to be found contemplating the infinite when not building the Under Cloud. Location Yorkshire, England. Work Owner & Founder at Under Cloud Joined Jun 30, 2019 • Jul 23 '20 Dropdown menu Copy link Hide A pleasure, and glad to help. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand m4r4v m4r4v m4r4v Follow I am who I am Location Earth Education Software Engineer, Cibersecurity Analyst, GNU/Linux SysAdmin Work Consultant Joined Jul 7, 2020 • Jul 22 '20 Dropdown menu Copy link Hide Very descriptive and helpful article. Thanks!!! Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Michelle Marcelline Cotter Michelle Marcelline Cotter Michelle Marcelline Follow I post about my journey as an immigrant female founder • prev. Typedream (acq. beehiiv) • Y Combibnator W20 • Forbes U30 Location San Francisco Work Co-Founder at The Prompting Company Joined Jun 19, 2020 • Jul 22 '20 • Edited on Jul 23 • Edited Dropdown menu Copy link Hide Thanks Jorge! Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Marko Kruljac Marko Kruljac Marko Kruljac Follow Hello world Location Zagreb Joined Feb 27, 2020 • Jul 22 '20 • Edited on Jul 22 • Edited Dropdown menu Copy link Hide Hi Michelle, really great article! What always confused me about httpOnly cookies and JWT is that the frontend app is missing a big benefit of JWT, which is the payload containing claims and possibly other custom data from the backend. This is most often the user's role, which then the app uses to render privileged parts of the UI and so on, or the token expiry information. With httpOnly, this benefit is not utilised - but the cost in increased packet size is still being paid! There are strategies which take option 3 to the extreme, and people have already written great articles about this in details, that the JWT token itself should be split into 2 parts, it's signature in httpOnly, and the rest in a normal JS-accessible cookie. This ofcourse increases the complexity of the backend as well, which now needs to piece together the final JWT from two different incoming sources. I guess this could be option 4. It seems to me, that in order to make good secure use of JWT, considerable complexity on both stacks must be considered. Alternatives are either insecure, or not utilizing the benefits of JWT, which would then just be better off using bearer tokens. Again, thanks for the great article. It really got me thinking about these things and I think a great discussion could be made about the topic. What is your take on splitting the token into two cookies? Does the added complexity justify the security gained? Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Jul 23 '20 Dropdown menu Copy link Hide Hi Marko, Putri here – Michelle's cofounder. That's an interesting suggestion! I don't quite understand how the frontend would miss being able to read the claims/custom data in the JWT using option 3. By storing the access token in memory, you can decode and read the claims in the frontend whenever the access token is available. When the access token is not available in memory (after a refresh/change tab), you can use a function that will refresh the access token, and now you have the access token available again in memory and you can read/decode it in the frontend. Splitting the JWT might be a useful option if the above solution doesn't help. Let me know what you think :) Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Marko Kruljac Marko Kruljac Marko Kruljac Follow Hello world Location Zagreb Joined Feb 27, 2020 • Jul 23 '20 Dropdown menu Copy link Hide By storing the token in memory, you risk compromising it by means of xss. The damage is contained since the token is short-lived, but still a window of opportunity exists. We can either accept this risk or add considerable complexity to reduce it. What do you think? Like comment: Like comment: 1 like Like Thread Thread Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Jul 23 '20 Dropdown menu Copy link Hide That's true, storing in memory is still prone to XSS attack, it's just harder for the attacker to find it than localStorage. Splitting the JWT into 2 cookies where the signature is in an httpOnly cookie, but the rest of the JWT is accessible to JavaScript makes sense. This means that the frontend can still access JWT except for the signature. I think it's up to the website to determine what kind of attack factor that they're trying to mitigate against to decide whether they need the upgrade in security. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Pacharapol Withayasakpunt Pacharapol Withayasakpunt Pacharapol Withayasakpunt Follow Currently interested in TypeScript, Vue, Kotlin and Python. Looking forward to learning DevOps, though. Location Thailand Education Yes Joined Oct 30, 2019 • Jul 28 '20 • Edited on Jul 28 • Edited Dropdown menu Copy link Hide I just wonder what is actually accessible by document.cookie ? Secondly would be the implementation. I am interested in all processes from highly-accessible sign-in, to protecting the API endpoint, and the server knows requesters' credentials (for attaching userId in database queries). I currently use Firebase / firebase-admin for these reasons, but I have trouble implementing storing token in cookies . I fear that it might be backend dependent... I will consider your product. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Aug 4 '20 Dropdown menu Copy link Hide Hi Pacharapol! Cookies that are marked httpOnly are not accessible from document.cookie , otherwise you can access the cookie from document.cookie . source With our JS SDK (from yarn add cotter ), we actually handle storing the access token in memory and the refresh token in the cookie for you. In short, you can just call: cotter . tokenHandler . getAccessToken () Enter fullscreen mode Exit fullscreen mode and it will: grab the access token from memory if not expired, or automatically refreshes the access token by calling Cotter's refresh token endpoint (where the cookie is included) and return to you a new access token. If you're interested, shoot me a message on Slack and I can help you with any questions. You can find our documentation here . Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Jaytonic Jaytonic Jaytonic Follow Joined Jan 14, 2020 • Mar 18 '22 Dropdown menu Copy link Hide Nice article, thank you! One thing I'm not sure I totally understood: About "Store your access token in memory and store your refresh token in the cookie". Doesn't that make us again vulnerable to XSS attacks? Because your in-memory token would be available by some injected javascript, no? Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand jonyx jonyx jonyx Follow Senior Software Engineer Joined Nov 8, 2019 • Jul 22 '20 Dropdown menu Copy link Hide Hi, I am so excited about this article, But what if the refresh token takes more than 4KB? Is there any way to increase the space of Cookie? Cookie is reling on the type of Browser? Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Putri Karunia Cotter Putri Karunia Cotter Putri Karunia Follow Co-founder of Cotter.app, web dev & design enthusiast. Email putri@typedream.com Location San Francisco Education UC Berkeley Work CTO at Typedream Joined Jun 18, 2020 • Jul 23 '20 Dropdown menu Copy link Hide Hi Pony, refresh tokens are usually opaque random strings stored in your database, so they shouldn't take more than 4KB. I don't think that there's a way to increase the space, but you might be able to split a large cookie into 2. However some browser limits cookie size per domain, so that wouldn't work. Here's a nice list about cookie limits per browser browsercookielimits.squawky.net/ . Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand jonyx jonyx jonyx Follow Senior Software Engineer Joined Nov 8, 2019 • Jul 23 '20 Dropdown menu Copy link Hide Thank you for your kind support Love to wait for your next post Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Matt Ellen-Tsivintzeli Matt Ellen-Tsivintzeli Matt Ellen-Tsivintzeli Follow Ultra-fullstack software developer. Python, JavaScript, C#, C. Location Earth Education I am a master of science Pronouns He/him/his/his Work Software Engineer Joined May 2, 2017 • Sep 9 '21 Dropdown menu Copy link Hide Hi Putri, Just to let you know that the link in your reply is now dead. Like comment: Like comment: 1 like Like Comment button Reply View full discussion (46 comments) Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Cotter Follow One-Tap Passwordless Login for your App Are you building a website or an app that needs user signups/logins? Learn how to build user-friendly authentication in just a few minutes . 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https://www.spreaker.com/user/14532324/s3e0-now-the-dev-life-podcast | S3E0 | Now the Dev.Life Podcast Discover Your Library Search For Podcasters Your Podcasts Free Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (!hidden) { $refs.inputMobile.focus(); } }); if (isSearch && !query) { if (window.innerWidth Sign up Login Sign up For Podcasters Your Podcasts Free Settings Light Theme Dark Theme Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (this.toast) { this.toast = null; } }, timings[this.toast.type]); }, getClassType() { return { 'bg-neutral-700 dark:bg-neutral-100 text-white dark:text-neutral-950': this .toast?.type === 'default', 'bg-sky-700 text-white': this.toast?.type === 'info', 'bg-emerald-700 text-white': this.toast?.type === 'success', 'bg-red-800 text-white': this.toast?.type === 'error', 'bg-orange-400 text-neutral-950': this.toast?.type === 'warning' } } }" x-on:toast.window="showToast($event.detail)" x-show="toast" class="fixed left-0 right-0 z-10 md:left-[250px]" x-transition> Dev Life S3E0 | Now the Dev.Life Podcast Sep 12, 2022 · 15m 38s Loading Play Pause Add to queue In queue { SP.Utils.setDocumentShouldScroll(!opened); })"> Download Download and listen anywhere Download your favorite episodes and enjoy them, wherever you are! Sign up or log in now to access offline listening. Sign up to download { SP.Utils.setDocumentShouldScroll(!opened); })"> Embed Embed episode `; }, copyToClipboard() { this.copyStatus = 'DONE'; SP.Utils.copyToClipboard(this.getIframeCode()); setTimeout(() => { this.copyStatus = 'IDLE'; }, 2000); } }"> Dark Light Copy Done Looking to add a personal touch? Explore all the embedding options available in our developer's guide Share on X Share on Facebook Share on Bluesky Share on Whatsapp Share on Telegram Share on LinkedIn Description In this episode we reintroduce ourselves this time as the Co-Hosts of the Dev.Life Podcast. For most of you this will simply be an intro to Season 3 of the... show more In this episode we reintroduce ourselves this time as the Co-Hosts of the Dev.Life Podcast. For most of you this will simply be an intro to Season 3 of the Angular Experience Podcast. We discuss our plans and goals for this season and why we changed our name. In short it’s because our content is for all developers regardless of framework or language. Links: https:devlife.show Brooke Avery @JediBravery Erik Slack @erik_slack show less Comments Sign in to leave a comment Information Author Dev Life Podcast Organization Dev Life Podcast Website - Tags #avery #beginning #brooke #dev #developer #erik #inclusive #intro #life #new #opener #rebrand #reintroduction #season #slack 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl Terms Privacy {e.preventDefault(); showOneTrustPreferenceCenter();}" class="inline-flex items-center gap-2 hover:underline"> Your Privacy Choices Copyright 2026 - Spreaker Inc. an iHeartMedia Company { SP.Utils.setDocumentShouldScroll(!opened); })"> Playing Now Queue Looks like you don't have any active episode Browse Spreaker Catalogue to discover great new content Browse now Current Looks like you don't have any episodes in your queue Browse Spreaker Catalogue to discover great new content Browse now 1" class="mt-6"> Next Up Manage Done svg]:text-white"> Up Up Down Down Remove svg]:text-white"> It's so quiet here... Time to discover new episodes! Discover Your Library Search { SP.Utils.setDocumentShouldScroll(!opened); })"> Unlock Spreaker's full potential Sign up to keep listening, access your Library to pick up episodes right where you left off, and connect with your favorite creators. Experience the ultimate podcast listening on Spreaker! Sign up for free | 2026-01-13T08:48:30 |
https://stackoverflow.blog/author/derek-cheng/ | Derek Cheng - Stack Overflow Blog Loading… Everything Productivity AI/ML Open Source Business Hub Company Releases Podcast Newsletter Stack Overflow Business Stack Internal : the knowledge intelligence layer that powers enterprise AI. Stack Data Licensing : decades of verified, technical knowledge to boost AI performance and trust. Stack Ads : engage developers where it matters — in their daily workflow. Staff Derek Cheng December 31, 2025 A look under the hood: How (and why) we built Question Assistant Evaluating question quality and determining the appropriate feedback required some classic ML techniques in addition to our GenAI solution. Derek Cheng , Caroline Thomas , Ryan Donovan 3 comment s questions staging ground Question Assistant AI ML Engineering Our Stack Stack Internal Features Customers Security Pricing Stack Data Licensing Stack Ads Partnerships Services Stack Overflow Company Leadership Press Careers Social Impact Support Contact Stack Overflow help Stack Internal help Terms Privacy policy Cookie policy Your Privacy Choices Elsewhere Blog Dev Newsletter Podcast Releases Dev Survey Site design / logo © 2026 Stack Exchange Inc. Light Dark Auto | 2026-01-13T08:48:30 |
https://stackoverflow.blog/coding/ | coding - Stack Overflow Blog Loading… Everything Productivity AI/ML Open Source Business Hub Company Releases Podcast Newsletter Stack Overflow Business Stack Internal : the knowledge intelligence layer that powers enterprise AI. Stack Data Licensing : decades of verified, technical knowledge to boost AI performance and trust. Stack Ads : engage developers where it matters — in their daily workflow. coding Subscribe to the podcast Get The Stack Overflow Podcast at your favorite listening service. Apple Podcasts Overcast Overcast Pocket Casts Spotify RSS feed July 7, 2025 Getting creative with Coding Challenges An experiment to level up your coding skills on Stack Overflow, while learning in a space that welcomes creative problem-solving. Discover how we built it. Phoebe Sajor , Caroline Thomas 0 comment s coding creative coding creative code learning coding community Community December 31, 2024 Generative AI is not going to build your engineering team for you It’s easy to generate code, but not so easy to generate good code. Charity Majors 20 comment s generative AI Engineering coding Business Hub contributed August 13, 2024 Navigating cities of code with Norris Numbers Settling down in a new city (or codebase) is a marathon, not a sprint. Isaac Lyman 1 comment coding contributed February 13, 2023 Coding 102: Writing code other people can read That bootcamp may have taught you to write code that works. But the next level is to write code that works with other people. Max Pekarsky 21 comment s career development Code for a Living coding comments DRY contributed August 7, 2019 What Every Developer Should Learn Early On Some life lessons for how to approach the craft of coding and the journey of becoming a better developer. Ryland Goldstein 77 comment s Bulletin Code for a Living coding learning software development Stackoverflow Uncategorized July 30, 2019 Find Help Online Mindfully — and Effectively! Max Pekarsky 9 comment s Bulletin Code for a Living coding mental health mindfullness research software development Stackoverflow Productivity Show more Our Stack Stack Internal Features Customers Security Pricing Stack Data Licensing Stack Ads Partnerships Services Stack Overflow Company Leadership Press Careers Social Impact Support Contact Stack Overflow help Stack Internal help Terms Privacy policy Cookie policy Your Privacy Choices Elsewhere Blog Dev Newsletter Podcast Releases Dev Survey Site design / logo © 2026 Stack Exchange Inc. Light Dark Auto | 2026-01-13T08:48:30 |
https://www.spreaker.com/user/14532324/s2e15-igor-minar-on-empathy-in-software- | S2E15 | Igor Minar on Empathy in Software Development Discover Your Library Search For Podcasters Your Podcasts Free Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (!hidden) { $refs.inputMobile.focus(); } }); if (isSearch && !query) { if (window.innerWidth Sign up Login Sign up For Podcasters Your Podcasts Free Settings Light Theme Dark Theme Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (this.toast) { this.toast = null; } }, timings[this.toast.type]); }, getClassType() { return { 'bg-neutral-700 dark:bg-neutral-100 text-white dark:text-neutral-950': this .toast?.type === 'default', 'bg-sky-700 text-white': this.toast?.type === 'info', 'bg-emerald-700 text-white': this.toast?.type === 'success', 'bg-red-800 text-white': this.toast?.type === 'error', 'bg-orange-400 text-neutral-950': this.toast?.type === 'warning' } } }" x-on:toast.window="showToast($event.detail)" x-show="toast" class="fixed left-0 right-0 z-10 md:left-[250px]" x-transition> Dev Life S2E15 | Igor Minar on Empathy in Software Development May 9, 2022 · 1h 13m 34s Loading Play Pause Add to queue In queue { SP.Utils.setDocumentShouldScroll(!opened); })"> Download Download and listen anywhere Download your favorite episodes and enjoy them, wherever you are! Sign up or log in now to access offline listening. Sign up to download { SP.Utils.setDocumentShouldScroll(!opened); })"> Embed Embed episode `; }, copyToClipboard() { this.copyStatus = 'DONE'; SP.Utils.copyToClipboard(this.getIframeCode()); setTimeout(() => { this.copyStatus = 'IDLE'; }, 2000); } }"> Dark Light Copy Done Looking to add a personal touch? Explore all the embedding options available in our developer's guide Share on X Share on Facebook Share on Bluesky Share on Whatsapp Share on Telegram Share on LinkedIn Description SHOW SUMMARY: In today’s episode we welcome back Igor Minar for a discussion about empathy and what it means to practice empathy for self, for others, and as a software... show more SHOW SUMMARY: In today’s episode we welcome back Igor Minar for a discussion about empathy and what it means to practice empathy for self, for others, and as a software engineer. How can empathy help you live a better life, improve relationships, and help you improve your performance on the job? Igor answers all this and more! LINKS: https://blog.angular.io/thank-you-angular-d90d70f2e9d8 https://igor.dev/posts/experiences-web-frameworks-future-me/ http://blog.igorminar.com/ https://www.audible.com/pd/Tribes-Audiobook/B002V59XXW?action_code=ASSGB149080119000H&share_location=pdp&shareTest=TestShare https://www.headspace.com/ CONNECT WITH US: Igor Minar @IgorMinar Brooke Avery @JediBravery Erik Slack @erik_slack show less Comments Sign in to leave a comment Information Author Dev Life Podcast Organization Dev Life Podcast Website - Tags #angular #apps #awareness #breathe #career #cdn #cloudflare #code #coding #developer #development #empathy #experience #igor #javascript #meditation #minar #mindfulness #programmer #programming 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl Terms Privacy {e.preventDefault(); showOneTrustPreferenceCenter();}" class="inline-flex items-center gap-2 hover:underline"> Your Privacy Choices Copyright 2026 - Spreaker Inc. an iHeartMedia Company { SP.Utils.setDocumentShouldScroll(!opened); })"> Playing Now Queue Looks like you don't have any active episode Browse Spreaker Catalogue to discover great new content Browse now Current Looks like you don't have any episodes in your queue Browse Spreaker Catalogue to discover great new content Browse now 1" class="mt-6"> Next Up Manage Done svg]:text-white"> Up Up Down Down Remove svg]:text-white"> It's so quiet here... Time to discover new episodes! Discover Your Library Search { SP.Utils.setDocumentShouldScroll(!opened); })"> Unlock Spreaker's full potential Sign up to keep listening, access your Library to pick up episodes right where you left off, and connect with your favorite creators. Experience the ultimate podcast listening on Spreaker! Sign up for free | 2026-01-13T08:48:30 |
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https://stackoverflow.blog/cc-by-sa/ | CC BY-SA 4.0 - Stack Overflow Blog Loading… Everything Productivity AI/ML Open Source Business Hub Company Releases Podcast Newsletter Stack Overflow Business Stack Internal : the knowledge intelligence layer that powers enterprise AI. Stack Data Licensing : decades of verified, technical knowledge to boost AI performance and trust. Stack Ads : engage developers where it matters — in their daily workflow. CC BY-SA 4.0 These articles are licensed under a Creative Commons Attribution-ShareAlike 4.0 International license. creativecommons.org/licenses/by-sa/4.0/deed.en Subscribe to the podcast Get The Stack Overflow Podcast at your favorite listening service. Apple Podcasts Overcast Overcast Pocket Casts Spotify RSS feed October 20, 2025 From multilingual semantic search to virtual assistants at Bosch Digital From sprawling PDFs to a fast, factual conversational assistant. Daly Singh , Jeremy Teichmann 4 comment s AI contributed CC BY-SA 4.0 Show more Our Stack Stack Internal Features Customers Security Pricing Stack Data Licensing Stack Ads Partnerships Services Stack Overflow Company Leadership Press Careers Social Impact Support Contact Stack Overflow help Stack Internal help Terms Privacy policy Cookie policy Your Privacy Choices Elsewhere Blog Dev Newsletter Podcast Releases Dev Survey Site design / logo © 2026 Stack Exchange Inc. Light Dark Auto | 2026-01-13T08:48:30 |
https://stackoverflow.blog/failover/ | failover - Stack Overflow Blog Loading… Everything Productivity AI/ML Open Source Business Hub Company Releases Podcast Newsletter Stack Overflow Business Stack Internal : the knowledge intelligence layer that powers enterprise AI. Stack Data Licensing : decades of verified, technical knowledge to boost AI performance and trust. Stack Ads : engage developers where it matters — in their daily workflow. failover Subscribe to the podcast Get The Stack Overflow Podcast at your favorite listening service. Apple Podcasts Overcast Overcast Pocket Casts Spotify RSS feed January 22, 2025 Why all developers should adopt a safety-critical mindset Is anyone designing software where failures don't have consequences? Austin Spiegel 9 comment s testing observability failover contributed January 25, 2023 How chaos engineering preps developers for the ultimate game day (Ep. 531) In complex systems, you usually want to minimize chaos. Unless you're trying to find weak spots. In that case, chaos is your friend. Ryan Donovan 0 comment s chaos engineering failover Open Source Partner Content the stack overflow podcast The Stack Overflow Podcast October 23, 2020 Failing over without falling over You’ve gone through the motions and play-acted a disaster recovery scenario, but despite spending a lot on the production, it’s not real. What you have is a fairy tale: “Once upon a time, in theory, if everything works perfectly, we have a plan to survive the disasters we thought of in advance.” In practice, it’s more likely to be a nightmare. Adrian Cockcroft 0 comment s aws chaos engineering Code for a Living Engineering failover Partner Content Partner Content partnercontent Show more Our Stack Stack Internal Features Customers Security Pricing Stack Data Licensing Stack Ads Partnerships Services Stack Overflow Company Leadership Press Careers Social Impact Support Contact Stack Overflow help Stack Internal help Terms Privacy policy Cookie policy Your Privacy Choices Elsewhere Blog Dev Newsletter Podcast Releases Dev Survey Site design / logo © 2026 Stack Exchange Inc. Light Dark Auto | 2026-01-13T08:48:30 |
https://stackoverflow.blog/author/charity-majors/ | Charity Majors - Stack Overflow Blog Loading… Everything Productivity AI/ML Open Source Business Hub Company Releases Podcast Newsletter Stack Overflow Business Stack Internal : the knowledge intelligence layer that powers enterprise AI. Stack Data Licensing : decades of verified, technical knowledge to boost AI performance and trust. Stack Ads : engage developers where it matters — in their daily workflow. Charity Majors Charity is the cofounder and CTO of honeycomb.io, the leader in observability for complex software systems. She has worked as an ops engineer and engineering manager at Parse, Facebook, Linden Lab, and others, and is the co-author of Database Reliability Engineering. She believes in a world where every engineer owns the full lifecycle of their code, and nobody thinks on call sucks. December 31, 2024 Generative AI is not going to build your engineering team for you It’s easy to generate code, but not so easy to generate good code. Charity Majors 20 comment s generative AI Engineering coding Business Hub contributed December 20, 2021 Fulfilling the promise of CI/CD When people say “CI/CD,” they are only talking about continuous integration. Nobody is talking about (or practicing) continuous deployment. AT ALL. It’s like we have all forgotten it exists. It's time to change that. Charity Majors 47 comment s CD/CD Code for a Living continuous deployment continuous integration top 10 2021 Our Stack Stack Internal Features Customers Security Pricing Stack Data Licensing Stack Ads Partnerships Services Stack Overflow Company Leadership Press Careers Social Impact Support Contact Stack Overflow help Stack Internal help Terms Privacy policy Cookie policy Your Privacy Choices Elsewhere Blog Dev Newsletter Podcast Releases Dev Survey Site design / logo © 2026 Stack Exchange Inc. Light Dark Auto | 2026-01-13T08:48:30 |
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| 2026-01-13T08:48:30 |
https://dev.to/devnews/s8e3-elon-musks-twitter-takeover-security-vulnerabilities-in-web3-and-experimenting-with-the-tiktok-algorithm#main-content | S8:E3 - Elon Musk’s Twitter Takeover, Security Vulnerabilities in Web3, and Experimenting With the TikTok Algorithm - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close DevNews Follow S8:E3 - Elon Musk’s Twitter Takeover, Security Vulnerabilities in Web3, and Experimenting With the TikTok Algorithm Apr 28 '22 play In this episode, we talk about Elon Musk’s Twitter takeover and the Twitter storm it created, especially amongst Twitter employees. Then we speak with Dipanjan Das, system security researcher at UC Santa Barbara, about various large scale hacks in the blockchain space, and how companies and individuals can better protect themselves in the growing Web3 space. Finally, we speak with senior software engineer and popular Tiktoker feleciaforthewin, about how she experimented with the TikTok algorithm and ended up gaining over 300-thousand followers. Show Notes DevDiscuss (sponsor) CodeNewbie (sponsor) Avalanche (sponsor) DevNews S8E1: Coding Under Bombing Elon Musk and Twitter Reach Deal for Sale Understanding Security Issues in the NFT Ecosystem Ethereum-based stablecoin protocol Beanstalk loses about $182 million to exploit US officials link North Korean Lazarus hackers to $625M Axie Infinity crypto theft North Korean hackers who stole $600M from Axie Infinity are still laundering their haul, recently moving $4.5M of ETH, after the US tried to freeze those assets Bored Ape Instagram account hacked: NFTs worth $2.8 million stolen A former software developer gained 245,000 TikTok followers by testing her theories about the app's algorithm feleciaforthewin Dipanjan Das Dipanjan Das is a Ph.D. student in the SecLab (Computer Security Lab), UC Santa Barbara, advised by professor Giovanni Vigna and Christopher Kruegel. Before that, he spent two years in IIT Madras while pursuing my M.Tech under the research guidance of professor Chandrasekaran PanduRangan. Felecia Dunmore (feleciaforthewin) Felecia Dunmore is a software engineer, designer, and content creator with keen interests in social constructionism, sociology, philosophy, and technology. Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. 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https://www.linkedin.com/help/linkedin/answer/a1341216/updates-to-user-agreement-and-privacy-policy | Updates to User Agreement and Privacy Policy | LinkedIn Help Attention screen reader users, you are in a mobile optimized view and content may not appear where you expect it to be. To return the screen to its desktop view, please maximize your browser. Skip to content Skip to search Close jump menu Help LinkedIn Help Dropdown menu, expand to explore help for other LinkedIn products Close menu Get help with: LinkedIn Corporate Billing Learning Marketing Solutions Recruiter Sales Navigator Talent Insights Go to LinkedIn Sign in Sign in Updates to User Agreement and Privacy Policy Last updated: 4 months ago We periodically update our User Agreement and Privacy Policy to help ensure our Members and Visitors to our services understand their rights and responsibilities when they use LinkedIn services and provide them updates on how we collect, use and protect personal data. Effective November 3rd, 2025, we’ve updated these terms in the following ways: User Agreement: We’ve sought to make this more readable by clarifying some language and moving some defined terms such as “Affiliates” nearer to the top of the User Agreement. An “Affiliate” is a term that refers to a family of companies that are related by ownership. LinkedIn Ireland and LinkedIn Corp. are affiliates and so is Microsoft and its subsidiaries (e.g., Github, Inc.). We’ve updated when and how we will provide notice about update to these terms. For members who purchase services from us, we’ve made it clearer when we use any secondary payment methods that a member may have provided to us. We’ve clarified that deep fakes and other wrongful impersonations are not allowed on our Services, and augmented our recommendation that members verify information they find on the service before they rely on it. We’ve provided a link to more information on how and when members have a right of redress for decisions made by LinkedIn that may impact them. Global Privacy Policy: We provide more clarity about our use of data from Affiliates, and for some regions, we are expanding the types of data that we share with Microsoft (a LinkedIn affiliate) for their ad services. Learn more . In our 2024 Privacy Policy update, we made clear to our members that LinkedIn may share your public content (such as your public LinkedIn posts) with our Affiliates, including Microsoft, to provide or develop their services. Our US State Regional Privacy included updates on targeted advertising. Our European Regional Privacy Notice was updated with more information about our use of data for training GenAI models, including identifying legitimate interest as our legal basis for this processing of personal data. We understand that our success in achieving our mission of connecting the world's professionals to make them more productive and successful is based on the trust our members have placed in LinkedIn. We strive to foster this trust by being open and transparent. We encourage members to read the revised User Agreement and Privacy Policy . Related: Some other recent updates to the User Agreement: 2024: Updates include: More detail on the information submitted to create an account Examples to illustrate the data sharing described in Section 3 Links to existing resources for how our users can exercise their rights More examples and details to clarify how we use personal data to develop and provide AI-powered services and share data with our affiliates with additional links to information that may be relevant to individuals in certain regions Additional details on our generative AI features More explanation on how we recommend and moderate content Changes to the license for member content provided to us 2022: Updates included clarifications to how and where we will resolve any disputes that may arise with our members. 2020: Updates included the removal of references to the SlideShare business which we no longer operate. LinkedIn Contact us Select a language. The page will automatically refresh after a language has been selected. العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) LinkedIn Corporation © 2026 About Transparency Center Privacy and Terms Cookies Copyright Terms Privacy Guest controls Dismiss Privacy and Terms menu LinkedIn Corporation © 2026 | 2026-01-13T08:48:30 |
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https://support.apple.com/ar-kw/105082 | حذف سجل التاريخ وذاكرة التخزين المؤقت وملفات تعريف الارتباط لسفاري على iPhone - Apple دعم (KW) Apple Mac iPad iPhone Watch AirPods الترفيه الدعم أماكن الشراء حذف سجل التاريخ وذاكرة التخزين المؤقت وملفات تعريف الارتباط لسفاري على iPhone في إعدادات iPhone، يمكنك اختيار حذف سجل التاريخ أو ملفات تعريف الارتباط أو ذاكرة التخزين المؤقت لسفاري، أو موقع ويب معين من سجل التاريخ. يمكنك أيضًا تشغيل أدوات حظر المحتوى. حذف سجل التاريخ وذاكرة التخزين المؤقت وملفات تعريف الارتباط مسح ملفات تعريف الارتباط وذاكرة التخزين المؤقت، لكن مع الاحتفاظ بسجل التاريخ حذف موقع ويب من سجل التاريخ حظر ملفات تعريف الارتباط استخدام أدوات حظر المحتوى حذف سجل التاريخ وذاكرة التخزين المؤقت وملفات تعريف الارتباط انتقل إلى "الإعدادات" > "التطبيقات" > "سفاري". مرِّر للأسفل واضغط على "مسح سجل التاريخ وبيانات الموقع". قم بتأكيد الإطار الزمني الذي تريد مسحه، ثم اضغط على "مسح سجل التاريخ". لا يؤدي ذلك إلى تغيير معلومات "التعبئة التلقائية". إذا كان هذا الزر يظهر باللون الرمادي الباهت، فهذا يعني أنه لا توجد بيانات لمسحها، أو قد تحتاج إلى التحقق من قيود محتوى الويب في "مدة استخدام الجهاز" . مسح ملفات تعريف الارتباط وذاكرة التخزين المؤقت، لكن مع الاحتفاظ بسجل التاريخ انتقل إلى "الإعدادات" > "التطبيقات" > "سفاري" > "متقدم" > "بيانات موقع الويب". اضغط على "إزالة كافة بيانات موقع الويب". إذا كان هذا الزر يظهر باللون الرمادي الباهت، فهذا يعني أنه لا توجد بيانات لمسحها، أو قد تحتاج إلى التحقق من قيود محتوى الويب في "مدة استخدام الجهاز" . اضغط على "إزالة الآن". يؤدي ذلك إلى مسح البيانات المستخدمة للتتبع، والمستخدمة من مواقع الويب لحفظ معلومات تسجيل الدخول لتوفير تجربة تصفح أسرع. حذف موقع ويب من سجل التاريخ افتح تطبيق سفاري، ثم اضغط على الزر "المزيد" . اضغط على "الإشارات المرجعية". اضغط على الزر "سجل التاريخ" ، ثم اضغط على الزر "المزيد" مرة أخرى. اضغط على "تحديد المواقع الإلكترونية"، ثم حدد موقعًا أو أكثر لحذفه من سجل التاريخ. اضغط على الزر "حذف" . حظر ملفات تعريف الارتباط إذا كنت ترغب في حظر ملفات تعريف الارتباط (أي البيانات التي يضعها الموقع على جهازك لتذكرك)، فانتقل إلى "الإعدادات" > "التطبيقات" > "سفاري" > "متقدم". قم بتشغيل "حظر كل ملفات تعريف الارتباط". اضغط على "حظر الكل". يؤدي ذلك إلى إزالة جميع ملفات تعريف الارتباط وبيانات موقع الويب الحالية. يتم إنهاء سفاري، وتتم إعادة تحميل علامات التبويب الخاصة بك. في حالة حظر ملفات تعريف الارتباط، قد لا تعمل بعض صفحات الويب. وفيما يلي بعض الأمثلة: من المحتمل ألا تتمكن من تسجيل الدخول إلى أي موقع، حتى عند استخدام اسم المستخدم وكلمة السر الصحيحين. قد تظهر رسالة تشير إلى أن ملفات تعريف الارتباط مطلوبة أو إلى أنه تم إيقاف تشغيل ملفات تعريف الارتباط في متصفحك. قد لا تعمل بعض الميزات في موقع. استخدام أدوات حظر المحتوى انتقل إلى App Store وقم بتنزيل أحد تطبيقات حظر المحتوى (التطبيقات والملحقات من جهات خارجية والتي تتيح لسفاري حظر ملفات تعريف الارتباط والصور والموارد والنوافذ المنبثقة والمحتويات الأخرى). بعد ذلك، اضغط على "الإعدادات" > "التطبيقات" > "سفاري" > "الملحقات". اضغط لتشغيل أداة حظر المحتوى المُدرجة. ويمكنك استخدام أكثر من أداة حظر محتوى واحدة. إذا كنت بحاجة إلى مساعدة، فاتصل بمطوِّر التطبيق . يتم تقديم المعلومات حول المنتجات التي لم تُصنّعها Apple أو مواقع الويب المستقلة التي لا تخضع للمراقبة أو الاختبار من جانب Apple بدون توصيات أو موافقة. ولا تتحمّل Apple أية مسؤولية فيما يتعلق باختيار مواقع الويب والمنتجات التابعة لجهات خارجية أو أدائها أو استخدامها. ولا تُقدّم Apple أية ضمانات فيما يتعلق بدقة أو موثوقية مواقع الويب التابعة لجهات خارجية. اتصل بالبائع للحصول على المزيد من المعلومات. تاريخ النشر: 24 سبتمبر 2025 هل كان هذا مفيدًا؟ نعم لا الحد الأقصى للأحرف: 250 الحد الأقصى للأحرف 250. الرجاء عدم تضمين أي معلومات شخصية في تعليقك. إرسال شكرًا على ملاحظاتك. مواضيع ذات صلة Apple Footer Apple الدعم حذف سجل التاريخ وذاكرة التخزين المؤقت وملفات تعريف الارتباط لسفاري على iPhone الكويت العلامة التجارية وجميع الحقوق محفوظة. © 2025 .Apple Inc سياسة الخصوصية بنود الاستخدام خريطة الموقع | 2026-01-13T08:48:30 |
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Uptime over the past 90 days. View historical uptime. APIs Operational 90 days ago 99.71 % uptime Today Bitbucket Cloud APIs Operational 90 days ago 99.77 % uptime Today Confluence Cloud APIs Operational 90 days ago 99.77 % uptime Today Jira Cloud APIs Operational 90 days ago 99.77 % uptime Today Product Events ? Operational 90 days ago 99.77 % uptime Today User APIs Operational 90 days ago 99.77 % uptime Today Webhooks Operational 90 days ago 99.31 % uptime Today Web Triggers Operational 90 days ago 99.77 % uptime Today Developer Operational 90 days ago 99.76 % uptime Today App Deployment Operational 90 days ago 99.77 % uptime Today Artifactory (Maven repository) ? Operational 90 days ago 99.77 % uptime Today Create and manage apps ? Operational 90 days ago 99.77 % uptime Today Developer documentation ? Operational 90 days ago 99.77 % uptime Today Forge App Installation ? Operational 90 days ago 99.69 % uptime Today Forge CDN (Custom UI) ? Operational 90 days ago 99.77 % uptime Today Forge Function Invocation Operational 90 days ago 99.77 % uptime Today aui-cdn.atlassian.com ? Operational 90 days ago 99.77 % uptime Today Forge App Logs ? Operational 90 days ago 99.72 % uptime Today Forge App Monitoring ? Operational 90 days ago 99.77 % uptime Today Developer console ? Operational 90 days ago 99.77 % uptime Today Forge direct app distribution ? Operational 90 days ago 99.77 % uptime Today Hosted storage ? Operational 90 days ago 99.77 % uptime Today Forge CLI Operational 90 days ago 99.77 % uptime Today End-user consent ? Operational 90 days ago 99.77 % uptime Today Forge App Alerts ? Operational 90 days ago 99.77 % uptime Today App Data Residency Operational 90 days ago 99.77 % uptime Today Forge SQL ? Operational 90 days ago 99.77 % uptime Today Marketplace ? Operational 90 days ago 99.77 % uptime Today App listing management ? Operational 90 days ago 99.77 % uptime Today App listings ? Operational 90 days ago 99.77 % uptime Today App pricing ? Operational 90 days ago 99.77 % uptime Today App submissions Operational 90 days ago 99.77 % uptime Today Category landing pages Operational 90 days ago 99.77 % uptime Today Evaluations and purchases Operational 90 days ago 99.77 % uptime Today In-product Marketplace and app installation (Cloud) ? Operational 90 days ago 99.77 % uptime Today In-product Marketplace and app installation (Server) ? Operational 90 days ago 99.77 % uptime Today Notifications ? Operational 90 days ago 99.77 % uptime Today Private listings Operational 90 days ago 99.77 % uptime Today Reporting APIs and dashboards ? Operational 90 days ago 99.77 % uptime Today Search Operational 90 days ago 99.77 % uptime Today Vendor management Operational 90 days ago 99.77 % uptime Today Vendor Home Page Operational 90 days ago 99.77 % uptime Today Authentication and user management Operational 90 days ago 99.77 % uptime Today Support Operational 90 days ago 99.77 % uptime Today Atlassian Support contact form Operational Developer community ? Operational 90 days ago 99.77 % uptime Today Developer service desk ? Operational Marketplace service desk ? Operational Atlassian Support Operational Vulnerability management [AMS] Operational 90 days ago 99.77 % uptime Today Operational Degraded Performance Partial Outage Major Outage Maintenance Major outage Partial outage No downtime recorded on this day. No data exists for this day. had a major outage. had a partial outage. 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Learn more Service Packages Service Packages Augment security teams with 24/7/365 managed detection, response, and support Learn more Cyber Risk Advisory Cyber Risk Advisory Assess, understand, and mitigate cyber risk with strategic guidance Learn more Managed Detection and Response (MDR) Managed Detection and Response (MDR) Augment threat detection with expertly managed detection and response (MDR) for email, endpoints, servers, cloud workloads, and networks Learn more Incident Response Incident Response Incident Response Our trusted experts are on call whether you're experiencing a breach or looking to proactively improve your IR plans Learn more Insurance Carriers and Law Firms Insurance Carriers and Law Firms Stop breaches with the best response and detection technology on the market and reduce clients’ downtime and claim costs Learn more Red and Purple Teaming Red and Purple Teaming Run real-world attack scenarios to build readiness and fortify your defences Learn more Support Services Support Services Learn more Partners Partner Program Partner Program Partner Program Overview Grow your business and protect your customers with the best-in-class complete, multilayered security Learn more Partner Competencies Partner Competencies Stand out to customers with competency endorsements that showcase your expertise Learn more Partner Successes Partner Successes Learn more Service Providers (xSP) Service Providers (xSP) Deliver proactive security services from a single, partner-centric security platform built for MSPs, MSSPs, and DFIR teams Learn more Alliance Partners Alliance Partners Alliance Partners We work with the best to help you optimise performance and value Learn more Technology Alliance Partners Technology Alliance Partners Learn more Find Alliance Partners Find Alliance Partners Learn more Partner Resources Partner Resources Partner Resources Discover resources designed to accelerate your business’s growth and enhance your capabilities as a Trend Micro partner Learn more Partner Portal Login Partner Portal Login Login Trend Campus Trend Campus Accelerate your learning with Trend Campus, an easy-to-use education platform that offers personalised technical guidance Learn more Co-Selling Co-Selling Access collaborative services designed to help you showcase the value of Trend Vision One™ and grow your business Learn more Become a Partner Become a Partner Learn more Distributors Distributors Learn more Find Partners Find Partners Locate a partner from whom you can purchase Trend Micro solutions Learn more Trend Vision One Marketplace Trend Vision One™ Marketplace Browse Trend-approved partner solutions for our leading platform Learn more Company Why Trend Micro Why Trend Micro Why Trend Micro Learn more Industry Accolades Industry Accolades Learn more Strategic Alliances Strategic Alliances Learn more Customer Stories Customer Stories Customer Success Stories Real-world stories and case studies of how global customers use Trend to predict, prevent, detect, and respond to threats Learn more ESG Business Impact ESG Business Impact See how cyber resilience led to measurable impact, smarter defence, and sustained performance. 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Learn more Compare Trend Micro Compare Trend Micro Compare Trend Micro See how Trend outperforms the competition Let's go vs. Crowdstrike Trend Micro vs. Crowdstrike Crowdstrike provides effective cybersecurity through its cloud-native platform, but its pricing may stretch budgets, especially for organisations seeking cost-effective scalability through a true single platform Let's go vs. Microsoft Trend Micro vs. Microsoft Microsoft offers a foundational layer of protection, yet it often requires supplemental solutions to fully address customers' security problems Let's go vs. Palo Alto Networks Trend Micro vs. Palo Alto Networks Palo Alto Networks delivers advanced cybersecurity solutions, but navigating its comprehensive suite can be complex and unlocking all capabilities requires significant investment Let's go vs. SentinelOne Trend Micro vs. SentinelOne Let's go About Us About Us About Us Learn more Trust Center Trust Center Learn more History History Learn more Diversity, Equity and Inclusion Diversity, Equity and Inclusion Learn more Corporate Social Responsibility Corporate Social Responsibility Learn more Leadership Leadership Learn more Security Experts Security Experts Learn more Internet Safety and Cybersecurity Education Internet Safety and Cybersecurity Education Learn more Legal Legal Learn more Investors Investors Learn more Formula 1 Partnership Formula 1 Partnership Official partner of the McLaren Formula 1 Team Learn more Connect With Us Connect With Us Connect With Us Learn more Newsroom Newsroom Learn more Events Events Learn more Careers Careers Learn more Webinars Webinars Learn more Back Back Back Back Unlock your free trial Contact Us Looking for home solutions? Under Attack? 3 Alerts Back Unread All Trend Vision One™ integration with AWS Security Hub CSPM close Learn more > AI security essentials for every organization close Learn the practical steps > The next phase of cybercrime close Get the facts on criminal agentic AI > Support Business Solutions Consumer Solutions Education and Certification Contact Support Find a Support Partner Resources AI Innovation Trend Micro vs. Competition Cybersecurity Terms Library Threat Encyclopedia Glossary of Terms Webinars Log In Trend Vision One Support Partner Portal Cloud One Product Activation and Management Referral Affiliate Back arrow_back search close Trend Vision One™ Cloud Security Rapid threat prediction, protection, and response Enhance your visibility, cloud risk management, and operational efficiency while empowering your cloud and hybrid cloud security Watch overview Get in touch Try free today Shift to a Proactive Security Stance The power of the platform approach Ebook: Advance your security Build a Comprehensive CNAPP Strategy How to protect your organisation in the cloud Infographic: Get key insights Your CNAPP Journey Assess CNAPP maturity Infographic: Assess your position Why choose Trend Vision One™ Cloud Security? Eliminate security gaps with our full CNAPP solution that enables visibility and control across multi-cloud environments. With centralised dashboards, you’ll gain real-time risk assessments, exposure management, monitoring, and predicted attack paths. Comprehensive visibility and control You can’t protect what you can’t see. Take advantage of real-time risk assessment and monitoring with detailed insight into potential attack paths, all from a single dashboard. Continuous assessment and prioritisation Stay ahead of the evolving threat landscape with continuous monitoring to identify and mitigate threats before they impact your cloud environment. Proactively identify attack paths, assess vulnerabilities, and remediate before threats have a chance. Simplified compliance and cost management Streamline security, compliance, and incident response. Gain a unified view of your cloud environment with detailed reporting to quickly identify and prioritise areas that require immediate attention. With flexible licensing and reduced tool sprawl, you alleviate complexity and save money. See what others miss. Stop risks first. Industry-leading Trend Vision One Cloud IPS seamlessly integrates with AWS Network Firewall supported by Trend Zero Day Initiative™ (Trend ZDI). Enable comprehensive protection with a single click while managed cloud IPS rules proactively block malware and vulnerabilities before reaching your business applications. Centralised overview of your cloud projects Project View transforms cloud security with a unified lens into your cloud projects, interactive widgets, detailed tables, and real-time updates for effective risk management. Manage cloud risks with confidence Gain continuous discovery and real-time risk assessment of attack surfaces across workloads, containers, APIs, and cloud assets with Cloud Risk Management. Achieve unified visibility, ongoing vulnerability evaluations, predictive risk analytics, compliance monitoring, and seamless integration with existing security tools. Learn more Key capabilities include CSPM, ASM, EASM, CIEM, AI-SPM, DSPM, IaC/template scanning, agentless vulnerability and malware scanning, attack path analysis, and API risk visibility. Robust server and cloud workload security With Trend Vision One™ Server and Workload Security (SWP), your organisation will gain protection for servers and workloads across hybrid and multi-cloud environments. Real-time threat detection, advanced encryption, automated vulnerability management, compliance enforcement, and comprehensive visibility and control ensure the ever-evolving threats are no match for your organisation. Learn more Unified protection, accelerated builds Trend Vision One™ Container Security equips your team with comprehensive protection for pre-runtime and runtime environments, including container image scanning for vulnerabilities, malware, and secrets. Gain Kubernetes Security Posture Management (KSPM), continuous runtime scanning, policy enforcement, and malware protection. Ensure security with access control, intelligent network segmentation, and automated compliance checks for your containerised infrastructure. Learn more Comprehensive and effortless file security Trend Vision One™ File Security provides flexibility, scalability, and comprehensive protection with an Software Development Kit, virtual appliance, cloud storage integration, and a containerised scanner. Secure your Amazon S3 buckets with machine learning for compliance. Maintain robust security by scanning for malware, quarantining threats, enhancing detection, and scaling as needed. Learn more Secure code from development to deployment Trend Vision One™ Code Security takes a proactive approach by integrating security early in development, detecting and preventing vulnerabilities, malware, and secrets before runtime. Enjoy continuous visibility from code creation to cloud deployment, automated CI/CD security testing, and enforced secure coding practices. Unmatched threat detection and response Trend Vision One™ XDR for Cloud leverages 700+ detection models and global threat intelligence to enhance detection and response. Integrated with AWS CloudTrail, it pre-empts threats like privilege escalation and S3 data exfiltration. Automated playbooks deliver cross-platform visibility, advanced correlation, and rapid response. With capabilities like XDR, CDR, and AI-DR, turn cloud noise into clarity with for secure, scalable operations. Learn more Trend Vision One Ranked #1 out of 59 Enterprise Solutions The extended detection and response platform customers are raving about. See Cloud Security in action Discover how you can unlock end-to-end cloud asset protection and visibility for all your cloud assets across multiple cloud environments. Book a demo 100% RISK VISIBILITY Cloud Risk Management STREAMLINE DETECTION & RESPONSE XDR for Cloud STREAMLINE DETECTION & RESPONSE XDR for Cloud AUTOMATED RUNTIME PROTECTION Container Security File Security Server and Workload Security Code Security FUELED BY Native Sensors GenAl, Custom LLM, ML Trend ZDI Global Threat Intelligence FUELED BY Native Sensors Gen Al, Custom LLM, ML Trend Zero Day Initiative™ (ZDI) Global Threat Intelligence DEFENDING AGAINST Known & Unknown Threats Third-Party Packages Suspicious Drift Network Threats Misconfigurations SECURITY FOR YOUR ENTIRE ATTACK SURFACE Trend Vision One AI-Powered Enterprise Cybersecurity Platform SECURITY FOR YOUR ENTIRE ATTACK SURFACE Trend Vision One™ Cybersecurity Platform THIRD-PARTY INTEGRATIONS 20+ More CLOUD SERVICE PROVIDERS 125+ Cloud Services What customer say “The cloud posture tool is key to helping us define misconfigurations and helping us ensure that we align with HIPAA and HITRUST and the NIST cybersecurity framework.” -Dr. Andrew Adams Associate Manager, Information Security, Xsolis Read success story See all success stories Trusted by industry experts Named a Leader in the IDC MarketScape: Worldwide Exposure Management 2025 Vendor Assessment Learn more Named a Leader in IDC MarketScape: Cloud-Native Application Protection Platform 2025 Vendor Assessment Learn more MITRE ATT&CK ® 2025: See how we stacked up against Scattered Spider and Mustang Panda Learn more Trend Micro named a 2024 Gartner Peer Insights™ Customers’ Choice for Cloud-Native Application Protection Platforms Learn more Named a Leader in the 2025 Gartner® Magic Quadrant™: Endpoint Protection Platforms (EPP) Read report Related resources 2025 Cloud Security Report Challenges and CISO strategies reshaping cloud security in the AI era Read report Infographic Lower your cyber risk with attack surface management and cloud resilience See infographic Use case Visualise and prioritise your cloud risk Read now Blog Unifying cloud security beyond siloes Read now Cloud security solution brief Unify. Simplify. Standardise. Read solution brief Start protecting your cloud environments today. Watch overview Try it today Get in touch Trend Vision One™ - Proactive Security Starts Here. Resources Blog Newsroom Threat Reports Find a Partner Support Business Support Portal Contact Us Downloads Free Trials About Trend About Us Careers Locations Upcoming Events Trust Center Country Headquarters Trend Micro - United Kingdom (GB) Podium Level (East) 2 Kingdom Street Paddington Central London W2 6BD, United Kingdom --> --> --> Select a language expand_more close English English (US) English (UK) Español (ESP) Español (MEX) Deutsch Italiano Français 中文 (台灣) 中文 (香港) 日本語 한국어 (Korean) Русский (Asia) Português عربي Polski Türkçe Experience our enterprise cybersecurity platform for free Claim your 30-day trial Privacy Legal Accessibility Terms of Use Sitemap Copyright ©2026 Trend Micro Incorporated. All rights reserved. sXpIBdPeKzI9PC2p0SWMpUSM2NSxWzPyXTMLlbXmYa0R20xk | 2026-01-13T08:48:30 |
https://www.linkedin.com/help/linkedin/answer/a6854067 | FAQs for age-based protections on LinkedIn | LinkedIn Help Attention screen reader users, you are in a mobile optimized view and content may not appear where you expect it to be. To return the screen to its desktop view, please maximize your browser. Skip to content Skip to search Close jump menu Help LinkedIn Help Dropdown menu, expand to explore help for other LinkedIn products Close menu Get help with: LinkedIn Corporate Billing Learning Marketing Solutions Recruiter Sales Navigator Talent Insights Go to LinkedIn Sign in Sign in FAQs for age-based protections on LinkedIn Last updated: 1 year ago At LinkedIn, our vision is to create economic opportunity for every member of the global workforce. We are committed to keeping our platform safe and professional for all users. In some areas, laws require us to restrict access to our services for users who are not yet adults ("Minors”). The LinkedIn experience and access to our services may not be available to Minors depending on where they live. How old do I have to be to use LinkedIn? You must be at least 16 years old to use LinkedIn. In regions where the law requires you to be older than 16 to use our services without parental consent, the minimum age is the age at which such parental consent is not required. How does LinkedIn determine my age? How we determine the age of members varies regionally, depending on applicable laws. For example, we may ask for your date of birth because laws require us to ask all users for that information when they sign up. If you believe we incorrectly identify you as a Minor and have limited your LinkedIn experience accordingly, you can contest this by submitting an Age Correction Form . When I try to sign up for LinkedIn, I get a notice saying I’m too young to join. Why can’t I create a LinkedIn account? We love seeing ambitious people like you, but we can’t allow anyone under 16 or those who are considered Minors in certain regions to create an account. We look forward to welcoming you when you reach the minimum age! If you’re an adult and received a message that you are too young to join LinkedIn, you can submit an Age Correction Form to contest your age. I have an account, but I got a notice saying I’m too young to use LinkedIn in my location. What can I do? We cannot offer our services to Minors in some regions due to applicable laws. If you are in one of these regions, this notice means that we’ve learned that you are a Minor and/or received a request to restrict your account. If you’re an adult and see this notice, you can submit an Age Correction Form to contest your age. When I tried to sign up for or log in to LinkedIn, I got a notice that some of my LinkedIn features are limited because I’m a Minor. What is different about my LinkedIn experience? Some regions require LinkedIn to limit certain features for Minors, such as the ads you’re served, the notifications we send to you, and the messages you receive from other members on our platform. When you become an adult, you will have access to these features and settings that control them. Learn more about how your experience will change when you become an adult. If you’re an adult and believe some of your features are limited, you may submit an Age Correction Form to contest your age. What happens when I become an adult? If your access is restricted while you are a Minor, you can join LinkedIn once you reach the minimum age in your region. If your access to certain LinkedIn features has been limited while you are a Minor, you will be eligible to access those additional features when you become an adult. Learn more about how your experience will change when you become an adult. If you're now an adult and can't access LinkedIn or certain LinkedIn features, submit an Age Correction Form to contest your age. How can I report that my Minor child is on LinkedIn? If your child has a LinkedIn account and you want to remove it from our platform, please submit a request through our Age Correction Form . If you live in a region where your child cannot use LinkedIn’s services without your consent at their current age, we will restrict their account until they reach the required minimum age. How can I make choices about my privacy on LinkedIn? Your settings are a great resource for you to make choices about your privacy on LinkedIn. For tips on prioritizing your privacy on LinkedIn, see the Increasing Your Privacy as a Teen on LinkedIn article in our Help Center. LinkedIn Contact us Select a language. 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https://linkedin.com/legal/privacy/eu | European Regional Hub Skip to main content Privacy Privacy Settings Privacy FAQs Regional Info California Privacy Disclosure EU Notice Japan Republic of Korea LGPD Quebec Singapore U.S. State Laws Privacy Policy Privacy Settings Privacy FAQs Regional Info California Privacy Disclosure EU Notice Japan Republic of Korea LGPD Quebec Singapore U.S. State Laws Privacy Policy LinkedIn European Regional Privacy Notice On November 3, 2025, we updated this notice to provide information about our reliance on Legitimate Interests as the legal basis for training content-generating AI models used in our products. You can opt out any time in your settings if you’d prefer not to have your data used in this way Effective November 3, 2025 This European Regional Privacy Notice (this “Notice”) supplements LinkedIn’s Privacy Policy and contains additional information for Members and Visitors located in the Designated Countries (as defined in the Introduction to the Privacy Policy ) and the United Kingdom. If there is a discrepancy between the Privacy Policy and this Notice, the information in this Notice will apply to you. Unless otherwise indicated below, the information in this Notice applies to members in both the Designated Countries and the UK. Data Controller As set out in our Privacy Policy , if you are located in the Designated Countries, LinkedIn Ireland Unlimited Company with its address at Wilton Place, Dublin 2, Ireland, is the data controller of your personal data. If you are located in the United Kingdom, LinkedIn Corporation with its address at 1000 W Maude Avenue, Sunnyvale, CA, is the data controller of your personal data. When we refer to “ LinkedIn” in this Notice we mean LinkedIn Ireland Unlimited Company or LinkedIn Corporation, as it applies to you. Legal bases for processing your personal data LinkedIn only processes your personal data when we have a legal basis. We set out in this section each of the legal bases we rely on, why and how we use your data, and the categories of personal data we process. To perform our contract with you LinkedIn processes personal data when it is necessary to perform our contract (the User Agreement ) with our Members. Where we need your personal data to perform a contract with you and you do not provide the data, we will not be able to enter into the contract, or we may have to suspend or cancel any existing contract we have with you. Why and how we use your data Data we use To allow Members to register for and manage access to their LinkedIn account, to view the LinkedIn platform in their preferred language, and to receive the core Services under our User Agreement. Your account information: your name, email address, login and two-step verification information, payment information (for paid Services), subscription information, and Member-chosen language. Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and other similar technologies. Consent We may process your personal data with your consent. You can withdraw your consent by using your Member settings or by contacting us . LinkedIn processes personal data when Members give us consent, such as via their Account and Privacy Settings , by agreeing to our terms, and through in-product experiences. Where we rely on consent, you can withdraw your consent at any time, however this will not affect our use of your data up to that point. Why and how we use your data Data we use So Members can add information to their profiles and display it to their connections, network and Visitors on LinkedIn, and display it off LinkedIn on their publicly-visible profile and in the applications of Affiliates , partners, customers and developers. Data that you or others provide in your LinkedIn profile: your name, photo, current position, education, location, skills, endorsements, recommendations, and contact details To enable two-factor authentication for Members to protect their LinkedIn accounts, or recover access to their LinkedIn accounts. Two-factor verification information (e.g., phone number) To allow Members to make and accept new connections. Connect functionality on Member profiles Contact information (email, telephone, etc.) So Members can show their profile alongside information about their company or institution, or their stated interests on LinkedIn. Data that you or others provide in your LinkedIn profile : your name, photo, current position, education, location, skills, endorsements, recommendations, and contact details So that Members can verify certain information about themselves, to include a verification and related information on their profile and elsewhere where their profile information appears, and, depending on the verification method, to receive and store verification data, and to use it for security purposes. Verification data (work or educational institution email address, profile verification badge and information, Member ID, hashed unique identifier, country of issuance for government IDs used to obtain verification badge via our verification partner) Name So Members can interact with our platform functionality, features and tools, such as certain tools and solutions that leverage AI. Member inputted information (e.g., learning goals, topics of interest, uploaded CVs) Publicly-viewable information on Members Data that you or others provide in your LinkedIn profile: your name, photo, current position, education, location, skills, endorsements, recommendations, and contact details For LinkedIn or third parties to send Members marketing communications (e.g., emails or SMS messages) in order to market products, services and events. Contact details (e.g., email address, phone number, InMail handle), location and current position Other data submitted through Lead Generation Forms (e.g. name, company, answers to custom questions) To enable Members to discover, signal interest in and apply for jobs and opportunities on LinkedIn; and to enable Members to be discovered by hirers for job and opportunities. Location Job search filters (e.g. industry, experience level, job type, remote status, salary, benefits etc.) Job preferences (as set by Members), including "Open to Work" Uploaded CVs Member profile information submitted by Members as part of a job application Job account information For LinkedIn to use non-essential cookies and similar tracking technologies to identify Members, to deliver ads, and to conduct analytics related to user interaction with LinkedIn pages, advertising and research purposes. Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and similar technologies For Personalised Ads in the Designated Countries: 1. To display, measure, and improve certain personalised (not contextual) ads on and off LinkedIn that are relevant to your interests, based on certain data we observe or infer about you from use of our Services. 2. To target, measure, and improve certain personalised (not contextual) ads on and off LinkedIn based on data we obtain from third parties 1. LinkedIn Data Inferred City, Country and Continent Location (from your IP address) Inferred Gender Inferred Age Range Your activity data : This is data that we observe over time about your engagement with our Services, such as company page visits, videos you watch, actions you take on ads (views and clicks) and your participation in events on LinkedIn. Inferred Interests (e.g. your general, product and service interests) and Traits (e.g. that you are an expat, frequent traveler, job seeker) based on your LinkedIn profile and activity on LinkedIn Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and similar technologies 2. Off-LinkedIn Data Ad Partners Data for Ads off LinkedIn and ad measurement: IP addresses, cookies, as ID, other online identifiers, views and clicks Advertiser Data for Ads: contact information (hashed email, name, ad ID), device information, visits, views and clicks. Advertiser Data to Measure Ad Success: Visits, sign-ups, purchases. Data relating to your use of third party services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and similar technologies that customers share with LinkedIn You can learn more about how LinkedIn uses data from others for ads. You can amend your settings at any time and learn more about adjusting your settings . You can learn more about the ad technologies we use, our advertising services and our advertising partners. For Personalised Ads in the UK: For LinkedIn and its customers to use data we receive form third parties to display personalised advertisements to Members and Visitors Information from advertising partners , vendors and publishers (e.g., LinkedIn advertiser customers who install a LinkedIn tag on their websites) Learn more about the ad technologies we use, our advertising services and our advertising partners You can control how we use your personal data for this type of advertising here . To tailor, measure and optimise ads when you choose to submit a Lead Generation Form or take part in a brand lift survey through our Services Contact details (e.g., email address, first and last name, LinkedIn profile URL), and current position, company name, company size and industry Other data submitted through Lead Generation Forms or surveys (e.g., name, company, answers to custom questions) To perform analytics to provide aggregated workforce and salary insights to Members, customers and others based on Member-provided data. Member provided demographic data (e.g. disability and gender) Legitimate Interest Where we rely on legitimate interests we balance the interests the processing supports against your rights and freedoms before processing your personal data, and you have the right to object or to ask for restriction of our processing we describe in this notice at any time. When does LinkedIn rely on legitimate interests? In some cases, the collection and processing of your personal data is based on our legitimate interests and/or the legitimate interests of third parties (e.g., LinkedIn customers and our Members), provided that our interest in processing does not outweigh your interests or fundamental rights and freedoms. These interests include commercial interests, the interests of our Members and broader societal benefits. In each instance, we have considered whether these interests are outweighed by your rights and freedoms, and have concluded, based on the limited impact of the processing, the strong safeguards we apply, and the controls we offer you over your data, that we can proceed with the processing. If you have questions about how LinkedIn processes your personal data, you can view our Privacy Policy , the many articles and resources on our Help Centre or you can Contact us . How we use your data Legitimate interests relied on Personal data used Safety and security: To help protect you, us, or others from threats, we log users' activity on LinkedIn to identify and investigate harmful or fraudulent behaviour that violates our User Agreement . Examples of the behaviour include: security threats, hacks, scraping, fake accounts and information, bots, malicious actors, or fraud. To verify certain information you have provided e.g. your workplace, educational institution or your identity. To share data with our Affiliates including our parent company, Microsoft, for security purposes, to prevent, detect investigate and address possible fraud or harmful behaviour or other violations of the law or our User Agreement, attempts to harm our Members, Visitors, our Affiliates or others, and to protect the security and integrity of our site. To share data with other organisations for security purposes to prevent, detect, investigate and address threats, harmful behaviour, possible fraud or other violations of the law. To use automated systems such as generative AI to detect and prevent harmful content on your feed and in messages , and train and improve our AI systems for these trust and security-related purposes. To verify your account following account restriction or closure for breaches of our User Agreement. To improve the safety, security, authenticity of our Services. To better protect the personal data of our Members and Visitors. To detect, investigate and address threats, bad actors and malicious activity on LinkedIn. So that our Affiliates, including our parent company, Microsoft, can detect, investigate and address threats, possible fraud, bad actors, harmful behaviour and malicious activity against LinkedIn, Microsoft, our Affiliates, and others. So that LinkedIn and other organisations can detect, investigate and address threats, possible fraud, bad actors and malicious activity online. Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and other similar technologies Your account information: your email address, login and two-step verification information, payment and subscription information Data that you or others provide in your LinkedIn profile: your name, photo, current position, education, location, skills, endorsements, recommendations, and contact details Your activity data : This is data that you or others provide in posts, comments, articles, or other content on our Services including search history, feed, content you read, content you share, who you follow or is following you, connections, participation, page visits, videos you watch, actions you take on ads (views and clicks) and your job searches Data that you provide when you contact us or request support via email, our ticket system or live chat. This may include your name, email address, LinkedIn account details, phone number, payment information and the details of your query or issue Inferences we make about you Your connections and group memberships Reports from you, or reports that others make about you relating to possible violations of LinkedIn's User Agreement or Professional Community Policies Your verification badge and verification information when you have verified certain information on the platform Where permitted, Government ID and other personal identification documentation for account recovery purposes Business administration : To enable or administer our business, such as for quality control, preparing consolidated reports on our business, and customer service. To manage corporate transactions, such as mergers, acquisitions or sales. To monitor the use of our Member and customer service offerings and perform analytics to produce reports on the effectiveness of our Member and Customer support services. To perform analytics to produce reports and metrics on how our Services are used to help evaluate product performance, fix issues, improve and deliver our Services. To understand and improve our business or customer relationships generally. To make business and financial projections. To Transfer Member and Customer data to be processed and stored on LinkedIn Corporation's data centres in the US. To create reports and metrics based on your use of our products, such as interactions with ads, to enable us to invoice our customers for our products and services, and to understand usage of our Services. To run our business efficiently and effectively. To comply with laws regarding business operations, consumer protection and tax compliance. To fulfil the expectations of our Members, Visitors, and customers about the high quality of our Services. To enhance, grow, strengthen and otherwise manage our business and assets. To meet the needs of our Visitors, Members and Customers, and better ensure that our Members, customers and Visitors receive quality services from LinkedIn. Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and other similar technologies Your account information including payment and subscription information Data that you provide when you contact us or request support via email, our ticket system or live chat. This may include your name, email address, LinkedIn account details, phone number, payment information and the details of your query or issue Information received by post at any of our LinkedIn offices worldwide Data that you or others provide in your LinkedIn profile: your name, photo, current position, education, location, skills, endorsements, recommendations, and contact details Your activity data : This is data that you or others provide in posts, comments, articles, or other content on our Services including search history, feed, content you read, content you share, who you follow or is following you, connections, participation, page visits, videos you watch, actions you take on ads (views and clicks) and your job searches Your connections and group memberships Inferences we make about you Personal demographic data Reports from you, or reports that others make about you relating to possible violations of LinkedIn's User Agreement or Professional Community Policies Data about your use of some of the other services provided by us or our Affiliates, including Microsoft Personalising your LinkedIn experience: To perform analytics (excluding for personalised ads purposes) and to personalise content and recommendations LinkedIn uses information you've provided, and information inferred from you and your network to personalise content and recommendations. LinkedIn may use profiling techniques to achieve these purposes. These include seeing posts and people that we think might interest you on your LinkedIn feed. To make suggestions for how you can expand your network by recommending connections , groups and topics you may like to follow or contribute to. To recommend jobs . To provide personalised features to customers in LinkedIn subscription services such as LinkedIn Premium. Allowing LinkedIn Customers to search for and contact Members that may be interested in purchasing products or services To allow LinkedIn customers to search for and contact Members that may be interested in purchasing products or services. To allow LinkedIn customers to search for job candidates who match their job criteria and contact Members directly about job opportunities. To fulfil our mission to connect the world's professionals to make them more productive and successful. To create economic opportunity for our Members, customers and Visitors. To enable our Members and Visitors to make real world connections with each other, find jobs and economic opportunity, express opinions, exchange information, and conduct business. To meet LinkedIn's customers' interests in ensuring they can advertise jobs, products or services to Members who may be interested in them. To provide Members with access to business development opportunities derived from B2B marketing. To connect Members with jobs and opportunities to match their skills, experience and career aspirations. Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and other similar technologies Data that you or others provide in your LinkedIn profile: your name, photo, current position, education, location, skills, endorsements, recommendations, and contact details Your activity data : This is data that you or others provide in posts, comments, articles, or other content on our Services including search history, feed, content you read, content you share, who you follow or is following you, connections, participation, page visits, videos you watch, actions you take on ads (views and clicks) and your job searches Your connections and group memberships Inferences we make about you Personal demographic data Law enforcement and legal requests: To disclose information about you when required by law, subpoena, or other legal process or if we have a good faith belief that disclosure is reasonably necessary for any of the following reasons: - To investigate, prevent or take action regarding suspected or actual illegal activities or to assist government enforcement agencies; - To enforce our agreements with you and our customers; - To investigate and defend ourselves against any claims and allegations, including third-party claims; - To protect the security or integrity of our Services (such as by sharing with companies facing similar threats); - To exercise or protect the rights and safety of LinkedIn, our Members, personnel or others. To advance the legitimate interests of LinkedIn and our wider community (including Members, Visitors and customers) to comply with the law. To avoid sanctions for non-compliance. To better protect against illegal or harmful activity in connection with our Services. Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and other similar technologies Data that you or others provide in your LinkedIn profile: your name, photo, current position, education, location, skills, endorsements, recommendations, and contact details Your activity data : This is data that you or others provide in posts, comments, articles, or other content on our Services including search history, feed, content you read, content you share, who you follow or is following you, connections, participation, page visits, videos you watch, actions you take on ads (views and clicks) and your job searches Your connections and group memberships Your communications with LinkedIn, including information received by post at any of our LinkedIn offices worldwide Legal advice and litigation: We retain and share information with our lawyers and relevant experts when we seek legal advice or are involved in litigation. regulatory inquiries or disputes. LinkedIn's interest to protect LinkedIn and its Affiliates, their brands, employees and business interests from legal challenges, regulatory investigations or criminal activity. To better protect the interests of our Members, Visitors and customers by identifying and addressing illegal, unfair or harmful activity. Any data relating to you that is relevant to the legal advice, possible litigation or ongoing litigation. This will depend on the nature of the legal issue and could involve any information related to your use of LinkedIn's products and the Services Research, development, statistics/insights and addressing errors: To review our products, conduct research and introduce new product features that help us better serve our Members and customers. To generate metrics to understand how our Services are used, to inform and improve product direction and development. For example, we may measure how many users visit a certain page, how long they stay, or what actions they take on that page. To undertake testing to evaluate the impact of new features. To invite you to take surveys or provide feedback and analyse your responses to gain insights into users' views, preferences, needs, or experiences with our Services and to identify corrections and/or improvements for our products. To produce aggregate insights to deliver data to Members, advertisers, and others relating to global workforce trends, to measure and improve equality of e.g. job opportunities. To provide access to third party researchers who may conduct research regarding online safety and other areas where LinkedIn is required to allow access to certain data. To identify and report aggregated trends like talent migration, hiring rates, and in-demand skills by region using LinkedIn's Economic Graph . To help us connect people to economic opportunity in new ways and by partnering with governments and organisations around the world. To fulfil our mission to connect the world's professionals to make them more productive and successful. To create economic opportunity for our Members and Visitors. To understand how people use our Services and what new features they like, so we can improve existing features and create more useful products in the future. In furtherance of our legal and other obligations to provide safe, secure, fair and legal service. Personal demographic data Your connections and group memberships Inferences we make about you Data that you or others provide in your LinkedIn profile: your name, photo, current position, education, location, skills, endorsements, recommendations, and contact details Your activity data : This is data that you or others provide in posts, comments, articles, or other content on our Services including search history, feed, content you read, content you share, who you follow or is following you, connections, participation, page visits, videos you watch, actions you take on ads (views and clicks) and your job searches Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and other similar technologies For Personalised Ads in the Designated Countries: 1. To display personalised ads: 2. Use of personal data you give to us to perform and provide ads analytics and insights 1. For personalised ads (including improving our ad tools) that are relevant to your interests, based on data from your LinkedIn profile and limited data we infer about you. To display certain ads that are relevant to your interests and preferences, based on the data we collect from our Services. To show you ads while you visit websites or apps on the LinkedIn Audience Network. 2. To measure ad performance so that we can create aggregated reports (that don't identify you) for our customers on the performance and effectiveness of their ads and other informational promotional activities on our Services, and the professional characteristics of the audiences they reach. So that we can bill and invoice our customers for our ad services and provide them with details about their advertising spend and return on investment, and support their ad budget management. To identify members who have viewed an ad and consented to receive surveys so that our customers can measure the impact of an ad. To monitor and prevent as fraud and inauthentic traffic; validate accuracy of ad measurement reporting, to support our internal ad site operations, and for LinkedIn's internal financial and operational business reporting. 1. To advance our mission to connect the world's professionals and to make them more productive and successful. To enable our members to build their professional networks, and help them pursue professional and economic goals by offering more targeted, personalised and relevant ads to our members. To generate income which enables LinkedIn to continue to operate its business. This also enables LinkedIn to provide its services for free to members, which is in LinkedIn's interests and also those of our members. To support our advertising customers' interests in advertising jobs, products or services to members that are likely to be interested in them. This enables them to conduct and grow their business. To support the interests of LinkedIn members as a whole by enabling and assisting LinkedIn members to: (i) access and provide services, (ii) assemble and associate, (iii) express themselves, including imparting and receiving information, (iv) educate themselves, (v) choose an occupation, engage in and move for work; and (vi) establish and conduct business. To support general public interests including (i) support members advance professionally by creating opportunities for skills development and employment, and helping job-seekers and employers find each other; (ii) supporting effective and efficient labour markets; (iii) supporting the free movement of workers; and (iv) supporting innovation and knowledge-sharing in the economy. 2. To help our customers measure and improve the impact and relevance of their ads, and to provide them with information about the types or categories of professionals they want to connect with. To assist our customers in assessing the value of our advertising Services. To generate income which enables LinkedIn to continue to operate its business. This also enables LinkedIn to provide its services for free to members, which is in LinkedIn's interests and also those of our members. 1. Data that you provide in your LinkedIn profile : your connections, companies you follow, education, job information, employer, skills, profile location, as well as the profile data provided by members that "look like" you, i.e. have similar professional profile attributes. Skills derived from your profile You can amend your choices at any time. You can learn more about our legitimate interests. 2. Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and versions, operating system and platform, and other online identifiers collected from Cookies and other similar technologies. Data that you or others provide in your LinkedIn profile : your connections, companies you follow, education, job information, employer, profile location Data about actions you took in response to ads on LinkedIn: Ad impressions, dwell time on an ad, ad clicks, video, ad full views. You can learn more about our ads measurement and reporting. You can amend your choices at any time. You can learn more about the ad technologies we use, our advertising services and our advertising partners. To display personalised ads and for ads analytics and insights if you are in the UK To display certain ads that are relevant to your interests, based on the data we collect from our Services. To show you ads while you visit websites or apps off LinkedIn. To advance our mission to connect the world's professionals and to make them more productive and successful. To enable our members to build their professional networks, and help them pursue professional and economic goals by offering more targeted, personalised and relevant ads to our members. To generate income which enables LinkedIn to continue to operate its business. This also enables LinkedIn to provide its services for free to members, which is in LinkedIn's interests and also those of our members. To support our advertising customers' interests in advertising jobs, products or services to members that are likely to be interested in them. This enables them to conduct and grow their business. To support the interests of LinkedIn members as a whole by enabling and assisting LinkedIn members to: (i) access and provide services, (ii) assemble and associate, (iii) express themselves, including imparting and receiving information, (iv) educate themselves, (v) choose an occupation, engage in and move for work; and (vi) establish and conduct business. To support general public interests including (i) support members advance professionally by creating opportunities for skills development and employment, and helping job-seekers and employers find each other; (i) supporting effective and efficient labour markets; (iii) supporting the free movement of workers; and (iv) supporting innovation and knowledge-sharing in the economy Data that you provide in your LinkedIn profile : your connections, companies you follow, education, job information, employer. skills (that you or others provide about you), profile location Your activity data : This is data that we observe over time about your engagement with our Services, such as company page visits, videos you watch, actions you take on ads (views and clicks) and your participation in events on LinkedIn, as well as the profile data provided by members that "look like" you, i.e. have similar professional profile attributes. Inferences we make about you including your city, country and continent based on IP address, your age range and gender, and inferred interests and traits Actions by Members with similar profiles to yours Third party requests to show ads to LinkedIn Members Data relating to your use of our services, such as IP address, device ID, user agent, location data, browser type and versions, operating system and platform, and other online identifiers collected from Cookies and other similar technologies You can amend your choices at any time Learn more about the ad technologies we use, our advertising services and our advertising partners. To count ad clicks and conversions To perform ads measurement of conversion counts and value for business reporting purposes and to demonstrate the performance of our ads services to ads customers. To advance our mission to connect the world's professionals and to make them more productive and successful. To support our understanding of our advertising business and its effectiveness, allowing us to improve our business as a whole and advance our mission. To support our advertising customers' interests in: (i) understanding the effectiveness of their advertising campaigns, and (ii) advertising jobs, products or services to members that are likely to be interested in them, This enables them to conduct and grow their business. Data about actions you took on LinkedIn: Ad impressions, dwell time on an ad, ad clicks, video as full views Device information: App version, operating system Conversion information from ads customers that does not identify you Our AI features generally: Members or customers may provide personal data as an input to an AI or generative AI feature ("AI-powered feature"), which could result in personal data being included within output. Automatically processing your data (including your profile data and posts) as an input for an AI-powered feature (e.g. providing more relevant responses to your queries or in connection with your inputs to a generative AI feature). To power our Hiring Assistant AI features we process profile and resume data of Members to help hirers using our Recruiter and Jobs products review and source potential candidates including through matching job qualifications to Member data and providing AI generated summaries and explanations of a candidate potential match to a relevant position. Using automated techniques, including generative AI-powered tools as part of our online safety and security efforts. To enable economic opportunity and help our Members and customers be more productive and successful. To enhance the safety and security of our platform. To improve the efficiency and effectiveness of providing our Services. To ensure that our products, features and Services are innovative, relevant and high quality. For our Hiring Assistant AI features: To make the recruiting and job seeking processes easier for customers and Members, which helps LinkedIn conduct its business more effectively. To enable our customers to organise information quickly and identify suitable candidates based on various criteria, benefiting Member job seekers by connecting them with relevant opportunities and broadening the candidate pool. To provide economic opportunities for every member of the global workforce. So that Members can exercise their right to free movement for work. So that Members can be discovered for appropriate job opportunities that match their skills and experience. To increase access to the labour market and ensure that underrepresented groups with the required or desired skills are considered along with candidates who meet more traditional criteria. Personal data manually input into an AI powered feature by Members Feedback you provide on AI features Data that you or others provide in a resume you provide or your LinkedIn profile : your name, photo, current position and work experience, volunteer experience, education, location, skills, endorsements, recommendations, honours and awards, people and companies you follow, skills, patents, publications, licenses and certifications, recommendations, interests, and contact details Your connections and group memberships Conversation data that users input into our GAI features (prompts, search text, queries, chats, responses, and other input and output data) Member generated content (posts, articles, poll responses, contributions and comments) For our Hiring Assistant AI features: LinkedIn profile data (the following sections, if complete): work experience, location, education, skills, summary, certifications and licenses, volunteering experience, publications, and patents. Your Open to Work status and preferences. Your resumes (if you have made them available). Responses to screening questions (if you have made them available). Learn more about our Hiring Assistants and how you can exercise your rights. Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and other similar technologies Inferences we make about you Your activity data : This is data that you or others provide in posts, comments, articles, or other content on our Services including search history, feed, content you read, content you share, who you follow or is following you, connections, participation, page visits, videos you watch, actions you take on ads (views and clicks) and your job searches Learn more about our use of your data for Generative AI. To offer our content-generating Generative AI features to Members To provide our Generative AI-powered Services to LinkedIn Members, including through Generative AI processing of the data described in the “Data used” column of this row to: - Suggest textual content to Members for those Members to use in a post or in their profiles. - Prepare draft InMails or messages for Member or customer users to send. - Create content that LinkedIn directly publishes on the platform (e.g., Collaborative Articles, Account IQ). - Suggest advertising copy to LMS customers. - Provide chatbot conversations to assist Members and customers in completing a task. If the output of the GenAI model is used for relevancy or ranking purposes, to: - Support relevancy, ranking, search, and similar functionalities on the LinkedIn platform. To enable economic opportunity and help our Members and customers be more productive and successful. To improve the efficiency and effectiveness of providing our Services. To ensure that our products, features and Services are innovative, relevant and high quality. Data that you or others provide in your LinkedIn profile : your name, photo, current position and work experience, education, location, skills, summary, certifications, licenses, volunteering experiences, publications, patents, endorsements, and recommendations Your activity data : This is data that we observe over time about your engagement with our Services, such as company page visits, videos you watch, actions you take on ads (views and clicks) and your participation in events on LinkedIn Conversation data that users input into our GAI features (prompts, search text, queries, chats, responses, and other input and output data) Personal data manually input into an AI powered feature by Members Member generated content (posts, articles, poll responses, contributions and comments) Feedback you provide on AI features Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and other similar technologies Inferences we make about you To train our content-generating Generative AI systems To train, fine-tune, evaluate and improve our Generative AI models used to create content (textual, audio, visual, and other media, or multimedia) on the LinkedIn platform (or elsewhere) and in LinkedIn’s lines of business. Content creation includes: - Suggesting textual content to Members for those Members to use in a post or in their profiles. - Preparing draft InMails or messages for Members or customer users to send (e.g., InBart (a LinkedIn GAI model), which was trained to create draft messages for recruiters). - Creating content that LinkedIn directly publishes on the platform (e.g., Collaborative Articles, Account IQ). - Suggesting advertising copy to LMS customers. - Responding to Member and customer prompts through a conversational assistant. To provide and improve assistant experiences offered to LinkedIn members, customers, and others, enabling them to find economic opportunity and be more productive and successful. To ensure that LinkedIn’s foundation models are fair, safe, accurate, and effective in the LinkedIn professional context. To provide a conversational assistant to assist members for a variety of beneficial tasks on the LinkedIn platform and to promote an accurate, responsive, safe, and responsible experience for members and customers. Data that you or others provide in your LinkedIn profile : your name, photo, current position and work experience, education, location, skills, summary, certifications, licenses, volunteering experiences, publications, patents, endorsements, and recommendations - Conversation data that users input into our GAI features (prompts, search text, queries, chats, responses, and other input and output data) - Group activity and group messages - Member generated content (posts, articles, poll responses, contributions and comments) - Responses to screening questions and resumes that members provide add to their LinkedIn account on the LinkedIn platform for ongoing LinkedIn use You can opt out of our use of your data to train our content-generating AI models at any time. Learn more about our use of your data for Generative AI. To improve LinkedIn's products and Services generally To ensure our products and Services function as intended, to identify and resolve issues that may arise, and to evaluate the performance and reliability of new features, including gathering insights to inform product development, validating design assumptions, and understanding user preferences. To engage in research activities—such as user studies and feedback collection—to assess satisfaction and identify areas for improvement across our offerings and brand experience (including using Members' feedback to improve, correct or modify our Gen AI-powered features. To train, pre-train, fine-tune, evaluate, and improve AI systems that support critical functions such as content classification, trust and safety enforcement, and security threat detection To ensure that our products and Services function as intended. This includes monitoring performance, identifying technical issues, and implementing fixes to maintain a consistent and reliable user experience. To develop and improve our offerings, including testing new features, evaluating their effectiveness, and iterating based on performance and user interaction to ensure our products remain competitive and relevant. To align product development with user needs and expectations to help us deliver features that are meaningful and valuable to our members and customers. To better understand how our products are used and perceived so that we can make informed business decisions and enhance our brand reputation. To optimise internal operations, resource allocation, and long-term planning To ensure the safety and security of our platform, products and Services. To enhance the accuracy and reliability of our AI-driven moderation and classification tools to maintain trust and integrity. To improve operational efficiency and product performance by refining AI systems that support scalable enforcement and compliance across our Services. To foster innovation and economic opportunity by advancing AI capabilities that power professional tools and Services for our Members and customers. Data that you or others provide in your LinkedIn profile : your name, photo, current position and work experience, education, location, skills, summary, certifications, licenses , volunteering experiences, publications, patents, endorsements, and recommendations Conversation data that users input into our GAI features (prompts, search text, queries, chats, responses, and other input and output data) Your activity data : This is data that we observe over time about your engagement with our Services, such as company page visits, videos you watch, actions you take on ads (views and clicks) and your participation in events on LinkedIn Your connections and group memberships Your group activity and group messages Member generated content (posts, articles, poll responses, contributions and comments) Responses to screening questions and resumes that Members provide add to their LinkedIn account on the LinkedIn platform and for ongoing LinkedIn use Feedback you provide on our Services (including about our AI powered features) Data that you provide when you contact us or request support via email, our ticket system or live chat. This may include your name, email address, LinkedIn account details, phone number, payment information and the details of your query or issue Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cookies and other similar technologies Inferences we make about you Please see the "Objecting to the use of your data" section below for information on how to object to the use of your data for general product improvement purposes. Learn more about our use of your data for Generative AI. Direct Marketing: Where permitted, sending marketing emails and other marketing communications about LinkedIn content, products or offers that we think will interest you. LinkedIn may use profiling techniques to achieve this purpose. Promoting LinkedIn subscription services and other products and features we think you'd like on and off LinkedIn. To enable economic opportunity and help our Members be more productive and successful. To enhance and grow our business, meet the needs of our Visitors, Members and customers, and better ensure that our Members, customers and Visitors receive the quality services from LinkedIn. Data that you or others provide in your LinkedIn profile : your name, photo, current position, education, location, skills, endorsements, recommendations, and contact details Your activity data : This is data that you or others provide in posts, comments, articles, or other content on our Services including search history, feed, content you read, content you share, who you follow or is following you, connections, participation, page visits, videos you watch, actions you take on ads (views and clicks) and your job searches Your email address Your connections and group memberships Inferences we make about you Personal demographic data Data relating to your use of our Services: IP address, device ID, user agent, location data, browser type and version, operating system and platform, and other online identifiers collected from Cook | 2026-01-13T08:48:30 |
https://aws.amazon.com/blogs/containers/migrating-from-aws-app-mesh-to-amazon-ecs-service-connect/ | Migrating from AWS App Mesh to Amazon ECS Service Connect | Containers Skip to Main Content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS Blogs Home Blogs Editions Containers Migrating from AWS App Mesh to Amazon ECS Service Connect by Olly Pomeroy on 24 SEP 2024 in Amazon Elastic Container Service , Announcements , AWS App Mesh , Containers Permalink Share After careful consideration, we have made the decision to discontinue AWS App Mesh, effective September 30th, 2026. Until this date, existing AWS App Mesh customers will be able to use the service as normal, including creating new resources and onboarding new accounts via the AWS CLI and AWS CloudFormation. Additionally, AWS will continue to provide critical security and availability updates to AWS App Mesh during this period. However, starting from September 24th, 2024, new customers will be unable to onboard to AWS App Mesh. At re:Invent 2022, AWS introduced Amazon ECS Service Connect , a new way to connect microservices within Amazon Elastic Container Service (Amazon ECS) . This post dives deep into Service Connect and discusses strategies for migrating from AWS App Mesh to Service Connect. Service Connect improves the reliability of containerized microservices through built-in health checks, outlier detection, and retry mechanisms. It also enhances observability by sending application-level networking metrics to Amazon CloudWatch . By using a managed networking data plane, Service Connect eliminates the undifferentiated heavy lifting associated with managing sidecar proxies. For Amazon EKS customers using AWS App Mesh, we recommend reading the post Migrating from AWS App Mesh to Amazon VPC Lattice . Comparing App Mesh to Service Connect Service meshes implement routing rules, add security layers, and provide observability through abstraction layers. Before undertaking a migration, it is crucial to understand the abstraction layers of Service Connect and compare them to those of App Mesh. This section shows these abstractions using a multi-tiered application deployed on Amazon ECS. The following diagram depicts the sample application before implementing a service mesh. It consists of a Frontend service and two backend APIs: User and Stock. The three services are deployed on Amazon ECS as long-running services comprising one or more Tasks. An Elastic Load Balancer provides resilience and distributes traffic across the Tasks for each service in the architecture. Diagram 1: Sample Application Architecture with Elastic Load Balancers When transforming this architecture to run on App Mesh, abstractions are used to implement routing rules and security boundaries. Each microservice is encapsulated in an App Mesh Virtual Service . Within a Virtual Service, there may be multiple versions of the application, called App Mesh Virtual Nodes , with an App Mesh Virtual Router implementing the routing rules between the Virtual Nodes. The following diagram shows the sample application implemented with App Mesh. Although there are still three Amazon ECS Services, a self-managed Envoy Proxy is deployed as a sidecar container within each Task. This proxy implements App Mesh’s routing, reliability, and observability features. It also provides client-side routing between services, reducing the number of Elastic Load Balancers needed. An AWS Cloud Map namespace is used for service discovery, and the resources are attached to a App Mesh Mesh , the logical boundary of resources. Diagram 2: Sample Application Architecture instrumented with App Mesh Service Connect streamlines these abstractions, and the Envoy proxy, known as the Service Connect Proxy , is fully managed by AWS. Service Connect abstractions include “Client” and “Server” services . A “Server” service may also function as a “Client” if it communicates with downstream microservices, in which case it is referred to as a “Client/Server” service. An AWS Cloud Map namespace provides service discovery and defines the logical boundary of resources. The following diagram shows the architecture of the sample application with Service Connect. The Frontend application has become a “Client” service and is part of the AWS Cloud Map namespace, but it doesn’t expose endpoints. The User and Stock APIs are both “Server” services, attached to the Namespace, and exposing endpoints for “Clients” to connect to. Diagram 3: Sample Application Architecture instrumented with Service Connect Migrating from App Mesh to Service Connect An Amazon ECS Service can’t simultaneously be part of both an App Mesh Mesh and a Service Connect Namespace. Therefore, to perform a migration, the Amazon ECS Services must be recreated. To avoid downtime during this process you can implement a blue/green migration strategy . This approach involves creating duplicate copies of each Amazon ECS service and gradually transferring traffic between the two environments. There are several methods to granularly shift traffic within a blue/green migration, such as Amazon Route53 Weighted Routing , Amazon CloudFront continuous deployment , and routing between multiple Target Groups in an Application Load Balancer . The following diagram illustrates the migration of an application from App Mesh to Service Connect. End users are gradually migrated from the App Mesh environment to the Service Connect environment through Amazon Route 53 weighted routes. Service Connect provides application-level networking metrics as free CloudWatch metrics. During this migration, the amount of traffic sent to the Service Connect environment is slowly increased by adjusting the weights of the weighted records . By using the out-of-the-box Service Connect metrics, administrators can monitor the increased load to detect misconfigurations. Diagram 4: Sample Application Architecture deployed with App Mesh and Service Connect There is no cross-environment networking between the environments, because each service mesh has separate service discovery implementations. An end-user connection remains within its respective service mesh. For example, if traffic is sent to the Frontend running on App Mesh, the backend APIs accessed would be those deployed within the mesh. The Frontend deployed on App Mesh can’t communicate with backend services in the Service Connect environment. Feature comparison Service Connect eliminates the overhead of managing a service mesh, removing the proxy management and multiple layers of abstraction. AWS is investing heavily in Service Connect and it has a strong roadmap, however not all Envoy Proxy features are currently available in Service Connect. In this section, we highlight the feature differences between Service Connect and App Mesh. Increased Network Reliability : Both App Mesh and Service Connect use Envoy’s outlier detection , health checking , and retry mechanisms to improve reliability between services. With App Mesh these variables can be fine-tuned, whereas with Service Connect there are opinionated defaults with only timeouts being configurable. Advanced Traffic Routing : In App Mesh, through the Virtual Routing mechanism, you can granularly route traffic between versions of a microservice with multiple Virtual Nodes and a Virtual Router. Advanced traffic routing is not available for Service Connect. Observability : With App Mesh it is your responsibility to capture traffic metrics , ship them to a monitoring service, and create observability dashboards. Service Connect provides free application-level traffic metrics sent to CloudWatch, and these metrics are visible in the CloudWatch console and Amazon ECS console . Security : Both App Mesh and Service Connect support TLS to encrypt communication between services. With App Mesh, you can leverage AWS Private Certificate Authority (AWS PCA) general purpose certificates . On the other hand, Service Connect simplifies the configuration and you can use lower-cost AWS PCA short lived certificates . Additionally, when using App Mesh you have the ability to implement two-way peer authentication using mutual TLS (mTLS) , a feature not yet available for Service Connect. Sharing Resources : AWS Resource Access Manager (AWS RAM) allows an App Mesh Mesh to be shared across multiple AWS accounts. This allows an application to be distributed across accounts while belonging to the same logical boundary of the Mesh. In Service Connect, the AWS Cloud Map namespace can’t be shared across multiple AWS Accounts, thus at this time all tiers of the application need to be deployed into the same AWS Account. Conclusion In this post, we explored the migration from App Mesh to Amazon ECS Service Connect and showed the key differences between the two services. We discussed the streamlined abstractions and managed networking data plane that Service Connect provides, and the considerations around traffic routing, observability, security, and resource sharing. If you’re using App Mesh and are interested in migrating to Service Connect, we recommend reviewing the blue/green migration strategy outlined in this post. To learn more about Service Connect, check out the Amazon ECS documentation and the Amazon ECS Immersion Day workshop , where you can deploy a sample retail application and get hands-on experience with the service. TAGS: Amazon ECS , AWS App Mesh , AWS Fargate Resources Amazon Container Services AWS Fargate Amazon Elastic Container Service (ECS) Amazon Elastic Kubernetes Service (EKS) Amazon Elastic Container Registry (ECR) AWS Cloud Map Follow Twitter Facebook LinkedIn Twitch RSS Feed Email Updates @charset "UTF-8";[data-eb-6a8f3296] .rgft_9e423fbb.rgft_1b2a14d4{position:relative;transition:box-shadow .3s ease}[data-eb-6a8f3296] .rgft_9e423fbb.rgft_1b2a14d4:not(:disabled,.rgft_3ef5a62a).rgft_3d631df0,[data-eb-6a8f3296] .rgft_9e423fbb.rgft_1b2a14d4:not(:disabled,.rgft_3ef5a62a).rgft_b27cc003,[data-eb-6a8f3296] .rgft_9e423fbb.rgft_1b2a14d4:not(:disabled,.rgft_3ef5a62a).rgft_5962fadc:hover{box-shadow:var(--rg-shadow-gray-elevation-1, 1px 1px 20px rgba(0, 0, 0, .1))}[data-eb-6a8f3296] .rgft_9e423fbb.rgft_1b2a14d4:not(:disabled,.rgft_3ef5a62a).rgft_3d631df0.rgft_e79955da,[data-eb-6a8f3296] .rgft_9e423fbb.rgft_1b2a14d4:not(:disabled,.rgft_3ef5a62a).rgft_b27cc003.rgft_e79955da,[data-eb-6a8f3296] 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.rgft_98b54368.rgft_ff19c5f9{font-family:NotoSansTC,Helvetica,Arial,Microsoft Yahei,\5fae\8f6f\96c5\9ed1,STXihei,\534e\6587\7ec6\9ed1,sans-serif}[data-eb-6a8f3296] .rgft_98b54368 ul{list-style-type:disc;margin-top:2rem}[data-eb-6a8f3296] .rgft_98b54368.rgft_2a7f98ee{display:inline;position:relative;cursor:pointer;text-decoration:none!important;color:var(--rg-color-link-default, #006CE0);background:linear-gradient(to right,currentcolor,currentcolor);background-size:100% .1em;background-position:0 100%;background-repeat:no-repeat}[data-eb-6a8f3296] .rgft_98b54368.rgft_2a7f98ee:focus-visible{color:var(--rg-color-link-focus, #006CE0)}[data-eb-6a8f3296] .rgft_98b54368.rgft_2a7f98ee:hover{color:var(--rg-color-link-hover, #003B8F);animation:rgft_9beb7cc5 .3s cubic-bezier(0,0,.2,1)}[data-eb-6a8f3296] .rgft_98b54368.rgft_2a7f98ee:visited{color:var(--rg-color-link-visited, #6842FF)}@keyframes rgft_9beb7cc5{0%{background-size:0 .1em}to{background-size:100% .1em}}[data-eb-6a8f3296] 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1.6));line-height:1.714;font-weight:400;font-family:Amazon Ember Mono,Consolas,Andale Mono WT,Andale Mono,Lucida Console,Lucida Sans Typewriter,DejaVu Sans Mono,Bitstream Vera Sans Mono,Liberation Mono,Nimbus Mono L,Monaco,Courier New,Courier,monospace}@media (min-width: 481px) and (max-width: 768px){[data-eb-6a8f3296] .rgft_286fbc8d.rgft_c6f92487{font-size:calc(.75rem * var(--font-size-multiplier, 1.6));line-height:2;font-weight:400}}@media (max-width: 480px){[data-eb-6a8f3296] .rgft_286fbc8d.rgft_c6f92487{font-size:calc(.625rem * var(--font-size-multiplier, 1.6));line-height:2.4;font-weight:400}}[data-eb-6a8f3296] [data-rg-lang=ar] .rgft_286fbc8d.rgft_c6f92487{font-family:AmazonEmberArabic,Helvetica,Arial,sans-serif}[data-eb-6a8f3296] [data-rg-lang=ja] .rgft_286fbc8d.rgft_c6f92487{font-family:ShinGo,\30d2\30e9\30ae\30ce\89d2\30b4 Pro W3,Hiragino Kaku Gothic Pro,Osaka,\30e1\30a4\30ea\30aa,Meiryo,\ff2d\ff33 \ff30\30b4\30b7\30c3\30af,MS PGothic,sans-serif}[data-eb-6a8f3296] [data-rg-lang=ko] .rgft_286fbc8d.rgft_c6f92487{font-family:NotoSansKR,Malgun Gothic,sans-serif}[data-eb-6a8f3296] [data-rg-lang=th] .rgft_286fbc8d.rgft_c6f92487{font-family:NotoSansThai,Helvetica,Arial,sans-serif}[data-eb-6a8f3296] [data-rg-lang=zh] .rgft_286fbc8d.rgft_c6f92487{font-family:NotoSansTC,Helvetica,Arial,Microsoft Yahei,\5fae\8f6f\96c5\9ed1,STXihei,\534e\6587\7ec6\9ed1,sans-serif}[data-eb-6a8f3296] .rgft_d27b4751{color:var(--rg-color-text-utility, #161D26)}[data-eb-6a8f3296] .rgft_d27b4751.rgft_927d7fd1{font-size:calc(1rem * var(--font-size-multiplier, 1.6));line-height:1.5;font-weight:400;font-family:Amazon Ember Mono,Consolas,Andale Mono WT,Andale Mono,Lucida Console,Lucida Sans Typewriter,DejaVu Sans Mono,Bitstream Vera Sans Mono,Liberation Mono,Nimbus Mono L,Monaco,Courier New,Courier,monospace}@media (min-width: 481px) and (max-width: 768px){[data-eb-6a8f3296] .rgft_d27b4751.rgft_927d7fd1{font-size:calc(1rem * var(--font-size-multiplier, 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.rgft_d27b4751.rgft_100c8a76{font-size:calc(.875rem * var(--font-size-multiplier, 1.6));line-height:1.429;font-weight:400;font-family:Amazon Ember Mono,Consolas,Andale Mono WT,Andale Mono,Lucida Console,Lucida Sans Typewriter,DejaVu Sans Mono,Bitstream Vera Sans Mono,Liberation Mono,Nimbus Mono L,Monaco,Courier New,Courier,monospace}@media (min-width: 481px) and (max-width: 768px){[data-eb-6a8f3296] .rgft_d27b4751.rgft_100c8a76{font-size:calc(.875rem * var(--font-size-multiplier, 1.6));line-height:1.429;font-weight:400}}@media (max-width: 480px){[data-eb-6a8f3296] .rgft_d27b4751.rgft_100c8a76{font-size:calc(.875rem * var(--font-size-multiplier, 1.6));line-height:1.429;font-weight:400}}[data-eb-6a8f3296] [data-rg-lang=ar] .rgft_d27b4751.rgft_100c8a76{font-family:AmazonEmberArabic,Helvetica,Arial,sans-serif}[data-eb-6a8f3296] [data-rg-lang=ja] .rgft_d27b4751.rgft_100c8a76{font-family:ShinGo,\30d2\30e9\30ae\30ce\89d2\30b4 Pro W3,Hiragino Kaku Gothic Pro,Osaka,\30e1\30a4\30ea\30aa,Meiryo,\ff2d\ff33 \ff30\30b4\30b7\30c3\30af,MS PGothic,sans-serif}[data-eb-6a8f3296] [data-rg-lang=ko] .rgft_d27b4751.rgft_100c8a76{font-family:NotoSansKR,Malgun Gothic,sans-serif}[data-eb-6a8f3296] [data-rg-lang=th] .rgft_d27b4751.rgft_100c8a76{font-family:NotoSansThai,Helvetica,Arial,sans-serif}[data-eb-6a8f3296] [data-rg-lang=zh] .rgft_d27b4751.rgft_100c8a76{font-family:NotoSansTC,Helvetica,Arial,Microsoft Yahei,\5fae\8f6f\96c5\9ed1,STXihei,\534e\6587\7ec6\9ed1,sans-serif}[data-eb-6a8f3296] .rgft_d27b4751.rgft_453dc601{font-size:calc(.75rem * var(--font-size-multiplier, 1.6));line-height:1.333;font-weight | 2026-01-13T08:48:30 |
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| 2026-01-13T08:48:30 |
https://stackoverflow.blog/data/ | data - Stack Overflow Blog Loading… Everything Productivity AI/ML Open Source Business Hub Company Releases Podcast Newsletter Stack Overflow Business Stack Internal : the knowledge intelligence layer that powers enterprise AI. Stack Data Licensing : decades of verified, technical knowledge to boost AI performance and trust. Stack Ads : engage developers where it matters — in their daily workflow. data Related Tags AI software development Open Source data quality generative AI data ethics Subscribe to the podcast Get The Stack Overflow Podcast at your favorite listening service. Apple Podcasts Overcast Overcast Pocket Casts Spotify RSS feed January 6, 2026 Search engine bots crawled so AI bots could run Ryan hosts Akamai data scientist Robert Lester on the show to discuss how the growth of AI bots affects internet traffic, the ways these AI bots differ from the original search engine optimization ones, and why you might not want to mitigate AI bots on your websites. Phoebe Sajor 0 comment s The Stack Overflow Podcast bots AI data scraping search data December 25, 2025 Whether AI is a bubble or revolution, how does software survive? Money is pouring into the AI industry. Will software survive the disruption it causes? Ryan Donovan 5 comment s AI software development data October 21, 2025 Open source is giving you choices with your agent systems Ryan welcomes John Dickerson, CEO of Mozilla.ai, to talk about the evolving landscape of AI agents, the role of open source in keeping the tech ecosystem healthy, the challenges OS communities have faced with the rise of AI, and the implications of data privacy and user choice in the age of multi-agent AI systems. Phoebe Sajor 0 comment s AI agents agentic AI autonomous agents The Stack Overflow Podcast Open Source data September 23, 2025 Democratizing your data access with AI agents Jeff Hollan, director of product at Snowflake, joins Ryan to discuss the role that data plays in making AI and AI agents better. Along the way, they discuss how a database leads to an AI platform, Snowflake’s new data marketplace, and the role data will play in AI agents. Phoebe Sajor 0 comment s The Stack Overflow Podcast AI AI agents agentic AI data data quality July 14, 2025 Where we’re going, we don’t need fossil fuels Ryan is joined by Kieran Furlong, CEO of Realta Fusion, to talk about the future of fusion as a safe and sustainable energy source, the computation and scientific advancements that have made fusion possible, and how fusion technology innovations will address data and AI’s rising energy demands. Phoebe Sajor 1 comment energy The Stack Overflow Podcast AI generative AI data sustainability June 27, 2025 You’ve got 99 problems but data shouldn’t be one Ryan is joined by Tobiko Data co-founders Toby Mao and Iaroslav Zeigerman to talk about the crucial role of rigorous data practices and tooling, the innovations of Tobiko Data’s SQLMesh and SQLGlot, and their insights into the future of data engineering with the rise of AI. Phoebe Sajor 1 comment data data engineering data quality data observability sql The Stack Overflow Podcast tooling dev tools developer tools June 13, 2025 “We’re not worried about compute anymore”: The future of AI models Ryan Donovan and Ben Popper sit down with Jamie de Guerre, SVP of Product at Together AI, to discuss the evolving landscape of AI and open-source models. They explore the significance of infrastructure in AI, the differences between open-source and closed-source models, and the ethical considerations surrounding AI technology. Jamie emphasized the importance of leveraging internal data for model training and the need for transparency in AI practices. Phoebe Sajor 0 comment s AI The Stack Overflow Podcast Open Source data data ethics June 11, 2025 Why you need diverse third-party data to deliver trusted AI solutions Diverse, high-quality data is a prerequisite for reliable, effective, and ethical AI solutions. David Gibson , Michael Geden 0 comment s Business Hub data data quality data diversity llm AI responsible ai June 3, 2025 Stack Exchange knowledge is for everyone (and now available on Snowflake Marketplace) Snowflake customers can now easily enrich their AI applications and agentic systems with some of the most trusted, highest-quality data available while respecting our community members who provide this content with proper attribution. Janice Manningham , Ryan Donovan 7 comment s Company data partnership May 20, 2025 Durable execution: autosave for your microservices Ryan is joined by Jeremy Edberg, CEO of DBOS, and Qian Li, co-founder of DBOS, to discuss durable execution and its use cases, its implementation using technologies like PostgreSQL, and its applications in machine learning pipelines and AI systems for reliability, debugging, and observability. Phoebe Sajor 0 comment s The Stack Overflow Podcast AI data microservices May 9, 2025 Using AI to find patient zero in marketing campaigns Ben Popper chats with CTO Abby Kearns about how Alembic is using composite AI and lessons learned from contract tracing and epidemiology to help companies map customer journeys and understand the ROI of their marketing spend. Ben and Abby also talk about where open-source models have the edge and the challenges startups face in building trust with big companies and securing the resources they need to grow. Eira May 0 comment s The Stack Overflow Podcast AI Open Source startups data data science May 8, 2025 Best practices for third-party data acquisition: powering AI context This post explores crucial lessons learned in the trenches of data licensing, drawing insights from Stack Overflow and the growing importance of socially responsible data practices in a changing internet landscape. Ellen Brandenberger , David Gibson 2 comment s Business Hub data May 1, 2025 Without foundational governance, every AI deployment is a liability in disguise: Q&A with Jack Berkowitz of Securiti Avoiding bad data is just as important in AI; it can open you to fines, lawsuits, and lost customers. Ryan Donovan 1 comment security AI data April 22, 2025 Visually orchestrating data diagnostics but platform agnostic Ryan chats with Dataiku CEO and cofounder Florian Douetteau about the complexities of the genAI data stack and how his company is orchestrating it. Ryan Donovan 0 comment s The Stack Overflow Podcast generative AI data April 3, 2025 From training to inference: The new role of web data in LLMs Data has always been key to LLM success, but it's becoming key to inference-time performance as well. Or Lenchner 4 comment s data science generative AI data contributed March 21, 2025 An AI future free of slop Stack Overflow CEO Prashanth Chandrasekar sat down with Ryan at HumanX 2025 to talk about how Stack is integrating AI into its public platform, the enormous importance of a high-quality knowledge base in your AI journey, how AI tools are empowering junior developers to build better software, and much more. Eira May 2 comment s The Stack Overflow Podcast generative AI AI software development events data data quality dev tools developer tools knowledge base integrations March 7, 2025 Is Postgres the best database for GenAI? Jeremy “Jezz” Kellway, VP of Engineering for Analytics and Data & AI at EDB (Enterprise Database), joins Ryan for a conversation about Postgres and AI. They unpack how Postgres is becoming the standard database for AI applications, the importance of managing unstructured data, and the implications of data sovereignty and governance in AI. Eira May 1 comment The Stack Overflow Podcast software development postgreSQL database generative AI data February 18, 2025 Why is it so hard for companies to protect your privacy? Minh Nguyen, VP of Engineering at Transcend, joins Ryan for a conversation about the complexities of privacy and consent in tech, from the challenges organizations face in managing data privacy to the importance of consent management tools to the evolving landscape of privacy regulations. Eira May 3 comment s The Stack Overflow Podcast software development data privacy February 14, 2025 Solving the data doom loop Ken Stott, Field CTO of API platform Hasura, tells Ryan about the data doom loop: the concept that organizations are spending lots of money on data systems without seeing improvements in data quality or efficiency. Eira May 0 comment s The Stack Overflow Podcast AI API software development generative AI data quality data graphql microservices architecture software architecture November 22, 2024 The app that fights for your data privacy rights Ben and Ryan sit down with public interest technologist Sukhi Gulati Gilbert, a senior product manager at Consumer Reports, for a conversation about digital data privacy. They talk about why digital privacy matters, the challenges consumers face in safeguarding their data, and the legislative gaps in privacy protection, along with the app Sukhi is working, Permission Slip, that helps users exercise their rights to digital data privacy. Plus: Why it might be worth reducing your digital footprint. Eira May 0 comment s The Stack Overflow Podcast data data ethics privacy November 12, 2024 A student of Geoff Hinton, Yann LeCun, and Jeff Dean explains where AI is headed Ben and Ryan are joined by Matt Zeiler, founder and CEO of Clarifai, an AI workflow orchestration platform. They talk about how the transformer architecture supplanted convolutional neural networks in AI applications, the infrastructure required for AI implementation, the implications of regulating AI, and the value of synthetic data. Eira May 1 comment The Stack Overflow Podcast AI data llm training machine learning synthetic data November 8, 2024 One of the world’s biggest web scrapers has some thoughts on data ownership Or Lenchner, CEO of Bright Data, joins Ben and Ryan for a deep-dive conversation about the evolving landscape of web data. They talk through the challenges involved in data collection, the role of synthetic data in training large AI models, and how public data access is becoming more restrictive. Or also shares his thoughts on the importance of transparency in data practices, the likely future of data regulation, and the philosophical implications of more people using AI to innovate and solve problems. Eira May 1 comment The Stack Overflow Podcast AI data training data ethics data scraping llm October 25, 2024 Tragedy of the (data) commons Ben chats with Shayne Longpre and Robert Mahari of the Data Provenance Initiative about what GenAI means for the data commons. They discuss the decline of public datasets, the complexities of fair use in AI training, the challenges researchers face in accessing data, potential applications for synthetic data, and the evolving legal landscape surrounding AI and copyright. Eira May 2 comment s The Stack Overflow Podcast AI llm data July 26, 2024 On the web, data doesn’t define us. It creates us. In this episode, Ben interviews Jannis Kallinikos, a professor at Luiss University in Rome, Italy about his new book Data Rules: Reinventing the Market Economy, coauthored with Cristina Alaimo. They discuss the social impact of data, explore the idea that data filters how we see the world and interact with each other, and highlight the need for social accountability in data tracking and surveillance. Eira May 0 comment s The Stack Overflow Podcast data data ethics Show more Our Stack Stack Internal Features Customers Security Pricing Stack Data Licensing Stack Ads Partnerships Services Stack Overflow Company Leadership Press Careers Social Impact Support Contact Stack Overflow help Stack Internal help Terms Privacy policy Cookie policy Your Privacy Choices Elsewhere Blog Dev Newsletter Podcast Releases Dev Survey Site design / logo © 2026 Stack Exchange Inc. Light Dark Auto | 2026-01-13T08:48:30 |
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Portal","path":"https://developer.twitter.com/en/portal/petition/essential/basic-info"}]" data-cta-enabled="true" data-profile-enabled="true" data-cta-link-new-tab="false" data-root-page-title="Developer Platform"> Developer terms Developer Policy Let's get started X + Developers Using this policy X + Developers Using this policy X + Developers X loves developers. We’re delighted and amazed by the tools and services this community creates by harnessing the power of X data. As part of our commitment to this community, we aim to provide data access that is open and fair for developers, safe for people on X, and beneficial for the X platform as a whole. To further these goals we’ve crafted the Developer Policy as a guide to help people understand our rules and expectations about appropriate API and X Content usage. This Developer Policy (“ Policy ”) provides rules and guidelines for developers who interact with X’s ecosystem of applications, services, website, web pages and content. It is part of your contract with X governing access to and use of the X API and X Content (either as part of the Developer Agreement or other written agreement with X). Policy violations are considered violations of your agreement. This Policy may be changed from time to time without notice. Capitalized terms used in this Policy, which are not defined in this Policy, will have the respective meanings ascribed to them in the Developer Agreement or the Master License Agreement. Using this policy We’ve structured this policy to make it as easy to follow as possible. Please keep information from the following policy sections top of mind as you use the X API and X Content: 1. Set Yourself Up for Success - You are responsible for complying with all X policies. It’s important that you review and understand this Policy, as well as the policies we link to in this document, before you access the X API and X Content. The time spent reviewing our policies may save you hours of rework down the road. 2. Privacy and Control are Essential - Protecting and defending the privacy of people on X is built into the core DNA of our company. As such, we prohibit the use of X data in any way that would be inconsistent with people’s reasonable expectations of privacy. By building on the X API or accessing X Content, you have a special role to play in safeguarding this commitment, most importantly by respecting people’s privacy and providing them with transparency and control over how their data is used. 3. Follow the Platform Usage Guidelines - Getting approved to access the X API and X Content is just the first step. Our Platform Usage Guidelines should be your first stop anytime you have questions about how to ensure policy compliance for your planned use of the X platform. We’ve provided a lot more detail on what each of these three key sections mean below. Please review them carefully to ensure that your usage of the X API and X Content is consistent with our policies. If we believe you are in violation of this Policy (or any other X policy), we may suspend or permanently revoke your access to the X API and X Content. Finally, please note that X may monitor your use of the X API to improve the X Applications, to examine any commercial use, and to ensure your compliance with your approved use case and this Policy. Thanks for reading, and thank you for building with us! We look forward to seeing what you create! Chapter 1 Set yourself up for success Set yourself up for success Set yourself up for success Set yourself up for success You can avoid many potential pitfalls while using the X API by ensuring that your service has been built the right way from day 1. This section of the Developer Policy contains rules that all developers must follow before using the X API or X Content. The Free, Basic, and Pro plans (as described at developer.x.com/en ) are designed for hobbyists, commercial prototyping, early-stage X product integrations, and supporting applications with limited end-users. If you use the X API and X Content beyond this scope, then you must apply (or already subscribe to) an Enterprise plan (as described at developer.x.com/en ). We review all proposed uses of the X developer platform to verify policy compliance — so you’re required to disclose (and update, as applicable) your planned use of the X API and X Content in order to be granted and to maintain access. All new developers must apply for a developer account to access the X API. Current developers without an approved developer account must apply for one as directed to do so by X. As part of this process, you’ll need to provide us with a written description of your intended uses of the X API and X Content. Your use case description is binding on you, and any substantive deviation from it may constitute a violation of our rules and result in enforcement action. You must notify us of any substantive modification to your use case and receive approval before you may begin using X Content for that new purpose. Failure to do so may result in suspension and termination of your API and data access. By building on the X API or accessing X Content, you must comply with ALL X policies. These include this Developer Policy , the Automation Rules , the Display Requirements , the API Restricted Uses Rules , the X Rules , and the X Brand Resources , as well as any other agreements you enter into with X relating to your use of the X API or X Content, including but not limited to the Developer Agreement or a Master Licensing Agreement or Order (as applicable). You must also comply with any modifications to these policies and any new policies launched by X. It is your responsibility to monitor the use of your service and to design your service to prevent violations of X policy by people who use it. Failure to do so may result in suspension or termination of your API and X Content access. You may not register multiple applications for a single use case or substantially similar or overlapping use cases. In this context, a “use case” is a consistent set of analyses, displays, or actions performed via an application. "White label" versions of a tool or service are not permissible. If you plan to “white label” versions of your application, you must notify and receive separate approval from us. As a single exception to these rules, you may create and use a maximum of 3 applications for development, staging, and production instances of the same service. These apps must be registered to a single account, and should be clearly identified (in the name and description) as dev, staging, and prod instances of a single service. You may not use development or staging applications for production purposes. You must keep all API keys or other access credentials private. You may not use, and may not encourage or facilitate others to use, API keys or other access credentials owned by others. Your license agreement with X limits your use of the X API and X Content. Among other things, the X API has rate limits which help to ensure fair data usage and to combat spam on the platform. You may not exceed or circumvent rate limits, or any other limitations or restrictions described in this Policy or your agreement with X, listed on the Developer Site , or communicated to you by X. You may not remove or alter any proprietary notices or marks on X Content received via the X API. This helps to make sure that people know where X Content is coming from, and who it belongs to. For data integrity and platform health reasons, you may not interfere with, intercept, disrupt, or disable any features of the X API or the X service. In other words, use the APIs as intended and documented on developer.x.com . Refer to our HackerOne guidelines for more details about acceptable use. Chapter 2 Privacy and control are essential Privacy and control are essential Consent & permissions Content compliance Off-X matching Your privacy policy Using geo-data X passwords Privacy and control are essential Consent & permissions Content compliance Off-X matching Your privacy policy Using geo-data X passwords Privacy and control are essential X takes privacy seriously, and we expect everyone using X Content and the X API to do the same. Any use of the X developer platform, X API, or X Content in a manner that is inconsistent with peoples’ reasonable expectations of privacy may be subject to enforcement action, which can include suspension and termination of API and X Content access. Your commitment to privacy and control must extend to all uses of X Content and all aspects of the service that you build using our API. To that end, the people using your service must understand and consent to how you use their data, and how you access X on their behalf. This can be accomplished through providing people with a clear, comprehensive, and transparent privacy policy, as well as ensuring that you get express and informed consent from each person using your service before taking any action on their behalf. Please note that a person authenticating into your service does not by itself constitute consent. Consent & permissions In particular, you must get express and informed consent from people before doing any of the following: Taking any actions on their behalf. This includes (but is not limited to): Posting content to X Following/unfollowing accounts Modifying profile or account information Adding hashtags or any other content to Posts Republishing content accessed by means other than via the X API or other X tools Using someone’s X Content to promote a product or service Storing non-public content such as Direct Messages (DMs), or any other private or confidential information Sharing or publishing protected content, or any other private or confidential information If your service allows people to post content to X you must do the following before publishing: Show exactly what will be published Make it clear to people using your service what geo information (if any) will be added to the content If your service allows people to post content to both your service and X, you must do the following before publishing: Obtain permission to post the content Explain where you will post the content You must respect the protected and blocked status of all X Content. You may not serve content obtained using one person’s authentication token to a different person who is not authorized to view that content. Protected accounts: A protected account ’s content is only available to people who have been approved by the owner to follow that account. So, if you run a service that accesses protected accounts, you may only do so to serve such content to the specific people with permission to view that content. Blocked accounts: People on X are able to block access to their accounts for any reason they choose. Commingling information obtained from tokens (or any other API-based action) to bypass this choice is not permitted. As Direct Messages (DMs) are non-public in nature, services that provide DM features must take extra steps to safeguard personal privacy. You may not serve DM content to people who are not authorized to view that content. If your service provides DM functionality you must also: Notify people if you send read receipt events for DMs. You can do this by providing a notice directly in your service, or by displaying read receipts from other participants in a conversation. Get consent before configuring media to be sent in a DM as "shared" (i.e. reusable across multiple DMs). If you do allow media in a DM to be “shared,” you must provide a clear notice that this content will be accessible to anyone with the media’s URL. Content compliance If you store X Content offline, you must keep it up to date with the current state of that content on X. Specifically, you must delete or modify any content you have if it is deleted or modified on X. This must be done as soon as reasonably possible, or within 24 hours after receiving a request to do so by X or the applicable X account owner, or as otherwise required by your agreement with X or applicable law. This must be done unless otherwise prohibited by law, and only then with the express written permission of X. Modified content can take various forms. This includes (but is not limited to): Content that has been made private or gained protected status Content that has been suspended from the platform Content that has had geotags removed from it Content that has been withheld or removed from X Off-X matching We limit the circumstances under which you may match a person on X to information obtained or stored off-X. Off-X matching involves associating X Content, including a X @handle or user ID, with a person, household, device, browser, or other off-X identifier. You may only do this if you have express opt-in consent from the person before making the association, or as described below. In situations in which you don’t have a person’s express, opt-in consent to link their Xidentity to an off-X identifier, we require that any connection you draw be based only on information that someone would reasonably expect to be used for that purpose. In addition, absent a person’s express opt-in consent you may only attempt to match your records about someone to a X identity based on: Information provided directly to you by the person. Note that records about individuals with whom you have no prior relationship, including data about individuals obtained from third parties, do not meet this standard; and/or Public data. “Public data” in this context refers to: Information about a person that you obtained from a public, generally-available resource (such as a directory of members of a professional association) Information on X about a person that is publicly available, including: Posts Profile information, including an account bio and publicly-stated location Display name and @handle Your privacy policy You must display your service’s privacy policy to people before they are permitted to download, install, or sign up to your service. It must disclose at least the following information: The information that you collect from people who use your service How you use and share that information (including with X) How people can contact you with inquiries and requests regarding their information Your privacy policy must be consistent with all applicable laws, and be no less protective of people than X’s Privacy Policy and the privacy policy of our other services and corporate affiliates . You must cease your access to the X API and the use of all X Content if you are unable to comply with your and/or X’s Privacy Policy. Using geo-data Use of geo data comes with additional restrictions due to the sensitive nature of this information. If your service adds location information to Posts, you must disclose to people: When you add location information Whether you add location information as a geotag or annotations data Whether your location information is listed as a place, or as geographic coordinates If your application allows people to post with their location you must comply with X’s geo guidelines in full. Any use of location data or geographic information on a standalone basis is prohibited. You may not (and may not permit others to) store, aggregate, or cache location data and other geographic information contained in X Content, except as part of a Post. For example, you may not separate location data or geographic information out from Posts to show where individuals have been over time. Heat maps and related tools that show aggregated geo activity (e.g., the number of people in a city using a hashtag) are permitted. X passwords You may not store X passwords, or request that people provide their X password, account credentials, or developer application information (including consumer key) to you directly. We suggest the use of Sign-in with X as the authentication tool to link your service and people on X. Chapter 3 Platform usage guidelines Platform usage guidelines Spam, bots, and automation X performance benchmarking Public display of Posts Content redistribution Pay to engage Service authenticy X name, logo, and likeness Advertising on X Platform usage guidelines Spam, bots, and automation X performance benchmarking Public display of Posts Content redistribution Pay to engage Service authenticy X name, logo, and likeness Advertising on X Platform usage guidelines Have you taken care to review X’s policies and set up your API access the right way? Does your service follow X’s privacy and control guidelines? If you can answer yes to these two questions, then you are ready to start using the X API and X Content. X’s Platform Usage Guidelines provide the assistance needed to ensure that your use of X Content is compliant from day 1 throughout the lifecycle of your service. We suggest reviewing these rules on a regular basis to make sure that your integration is operating in a way that is safe and beneficial to people on X and the X platform as a whole. Spam, bots, and automation The use of the X API and developer products to create spam, or engage in any form of platform manipulation, is prohibited. You should review the X Rules on platform manipulation and spam , and ensure that your service does not, and does not enable people to, violate our policies. Services that perform write actions, including posting Posts, following accounts, or sending Direct Messages, must follow the Automation Rules . In particular, you should: Always get explicit consent before sending people automated replies or Direct Messages Immediately respect requests to opt-out of being contacted by you Never perform bulk, aggressive, or spammy actions, including bulk following Never post identical or substantially similar content across multiple accounts If you’re operating an API-based bot account you must clearly indicate what the account is and who is responsible for it. You should never mislead or confuse people about whether your account is or is not a bot. A good way to do this is by including a statement that the account is a bot in the profile bio. X performance benchmarking You may not use the X API to measure the availability, performance, functionality, or usage of X for benchmarking, competitive, or commercial purposes. For example, you should never use the X API to: Calculate aggregate X metrics, such as the total number of Monthly Actives (MAs) or Daily Actives (DAs) Calculate aggregate X Post metrics, such as the total number of Posts posted per day, or the number of account engagements Measure or analyze the responsiveness of X Measure or analyze spam or security on X, except as permitted below We support research that helps improve conversational health on X. You may not publicly disclose any research or findings concerning, or develop, create, or offer services using, the X API or X Content that measure, analyze, or attempt to identify behaviors or content which violate X policies without express written permission from X. DSA Researchers: If you need to contact X relating to access under Art. 40 of the Digital Services Act, please contact EU-Questions@X.com . If you wish to apply for researcher access, please submit an application . Public display of Posts You must maintain the integrity of all X Content that you display publicly or to people who use your service. If you don’t use X for Websites to display content, then you must use the X API to retrieve the most current version available for display. If displayed content ceases to be available through the X API, then you must remove it from your service as soon as reasonably possible, or within 24 hours after the receipt of a removal request from X, or the applicable X account owner, or as otherwise required by applicable law. There are specific rules you must follow if you display X Content offline. Follow the guidelines for using Posts in broadcast if you display Posts offline. If you embed or display Posts, you must contact us about your X API access if your site exceeds 10 million daily impressions. X reserves the right to require additional terms as a condition to your use of the X API. Additional restrictions on X for Websites developer use include: Embedded Posts and/or embedded timelines You must provide people with legally sufficient notice that fully discloses X’s collection and use of data about browsing activities on your website, including for interest-based advertising and personalization. You must also obtain legally sufficient consent from people for such collection and use You must provide legally sufficient instructions on how people can opt out of X’s interest-based advertising and personalization as described here X for Websites widgets You must ensure that people are provided with clear and comprehensive information about, and consent to, the storing and accessing of cookies or other information on their devices as described in X’s cookie use , where providing such information and obtaining such consent is required by law Services targeted to children under 13 Services targeted to children under 13 must opt out of tailoring X in any embedded Post and/or embedded timelines by setting the opt-out parameter to be ‘true’ as described here Content redistribution The best place to get X Content is directly from X. Consequently, we restrict the redistribution of X Content to third parties. 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https://www.linkedin.com/help/linkedin/answer/a1340105 | Manage payment information for online purchase | LinkedIn Help Attention screen reader users, you are in a mobile optimized view and content may not appear where you expect it to be. To return the screen to its desktop view, please maximize your browser. Skip to content Skip to search Close jump menu Help LinkedIn Help Dropdown menu, expand to explore help for other LinkedIn products Close menu Get help with: LinkedIn Corporate Billing Learning Marketing Solutions Recruiter Sales Navigator Talent Insights Go to LinkedIn Sign in Sign in Manage payment information for online purchase Last updated: 4 months ago If you have purchased your subscription online, you can add, edit, delete, or change payment information from the Payment methods section of the LinkedIn Admin Center page. After adding a new payment method, you’ll need to apply it to your active subscription to ensure future payments are processed successfully. Who can use this feature? This information is for users who purchased Premium Subscriptions, Job Postings, and InMail credits. Notes: Payment information cannot be updated via the LinkedIn mobile app. When you purchase an InMail, Premium account or a job posting, we automatically store your payment method so you can make additional purchases without re-entering your information. You can also store multiple payment methods and manage them for different products. We don't currently store payment information for LinkedIn Ads or Sponsored Jobs. Add a new payment method Update payment method Delete payment method Change payment method In the upper-right corner of the page, click Add payment method . Add your payment method and billing country along with the postal code. Click Save . Note : After adding a new payment method, you can apply it to your active subscription. The Add new payment method to subscription dialog box will prompt you to confirm if you’d like to use the newly added credit card for all future charges. Select Update payment method , and a confirmation message will appear once the card has been successfully applied. The status next to your payment method will display as Active on the Payment methods page. You can also verify this by going to Purchases and checking the Billing information section of your active subscription, where the new payment method will appear. Note : If you're a member from India and want to update your payment information for the current subscription, then you can follow these steps. To update a payment method for India members: Click on the More icon next to the payment method, and then click Edit from the dropdown. Enter your payment information. Click Save . Note : When you have more than one payment method stored in your account, you can select the method you'd like to use to purchase a product. If you receive an error while updating your payment method, it means that the billing country of your new payment method does not match the billing country used for your first LinkedIn purchase. To resolve this issue, you can either use a payment method that has the billing country same as the one used for your initial purchase, or cancel your contract and resubscribe. Note : You can’t delete a payment method that’s linked to an active, recurring purchase. You’ll need to switch the payment method to delete the card on file. If you’ve cancelled your plan, you’ll need to wait until the end of the billing cycle before you can delete that payment method. To delete a payment method: Click the More icon next to the payment method you want to delete, and then select Delete from the dropdown. Click Delete in the Delete payment method dialog box. If members have more than one active purchase, they will need to go to the Purchases page to link the new card to all the purchases. To change your new payment method for an active subscription: Navigate to the LinkedIn Admin Center page. Click Purchases on the left pane. Under Active , click the subscription for which you want to change the payment method. You'll be able to view the payment methods associated with the active subscription in the Billing information section. Click Change payment method under Actions in the subscription page. In the Change Payment Method page, select the payment method that you'd like to switch to from the dropdown. Click Confirm changes . To change your new payment method for a job posting account: Navigate to the LinkedIn Admin Center page. Click Overview on the left pane. Click Job postings on LinkedIn.com. You'll be able to view the payment methods associated with this Job Posting account. Click Change payment method and select the payment method that you'd like to switch to from the dropdown. Click Confirm changes . 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https://www.facebook.com/ads/preferences | Facebook에 표시되는 광고 정보 Facebook에 표시되는 광고 정보 Facebook Audience Network의 앱이나 웹사이트에 광고가 표시될 수 있습니다. Facebook에서 광고를 구매한 비즈니스는 Audience Network를 노출 위치로 선택할 수 있습니다. Facebook Audience Network는 광고주가 앱이나 웹사이트에 광고를 표시할 수 있는 방법입니다. 웹사이트 및 앱에서의 활동 기록은 회원님에게 어떤 광고를 표시하는 것이 좋을지 결정하는 데 도움이 됩니다. 이를 온라인 관심 기반 광고 라고 하며, 인터넷에서 일반적으로 사용되는 타게팅 기술입니다. 온라인 관심 기반 광고 관리 웹사이트에서 온라인 관심 기반 광고 옵트 아웃 웹에서 Facebook을 비롯하여 기타 참여 중인 기업으로부터 온라인 관심 기반 광고를 옵트 아웃하려면 Digital Advertising Alliance 를 방문하세요. 사용하는 브라우저마다 별도로 설정을 해제해야 합니다. 온라인 관심 기반 광고를 허용하는 경우: 더욱 흥미롭고 관련성이 높은 광고가 표시됩니다. 온라인 관심 기반 광고를 허용하지 않는 경우: 광고는 계속 표시되지만 관련성이 낮은 광고를 보게 될 수 있습니다. 다음과 같은 다른 이유로 광고가 계속 표시될 수 있습니다: 연령, 성별 또는 위치. 사용 중인 앱이나 웹사이트의 콘텐츠. 모바일 기기에서 온라인 관심사 기반 광고를 관리하는 방법은 고객 센터 에서 확인하세요. Facebook 계정이 있는 경우 로그인하여 모든 Facebook 광고 설정을 관리하세요. Log into Facebook Facebook에 로그인 | 2026-01-13T08:48:30 |
https://youtu.be/48hFhrOx22o | Writing Clean Http Service Methods With Walid Bouguima - AiA 365 - YouTube 정보 보도자료 저작권 문의하기 크리에이터 광고 개발자 약관 개인정보처리방침 정책 및 안전 YouTube 작동의 원리 새로운 기능 테스트하기 © 2026 Google LLC, Sundar Pichai, 1600 Amphitheatre Parkway, Mountain View CA 94043, USA, 0807-882-594 (무료), yt-support-solutions-kr@google.com, 호스팅: Google LLC, 사업자정보 , 불법촬영물 신고 크리에이터들이 유튜브 상에 게시, 태그 또는 추천한 상품들은 판매자들의 약관에 따라 판매됩니다. 유튜브는 이러한 제품들을 판매하지 않으며, 그에 대한 책임을 지지 않습니다. var ytInitialData = {"responseContext":{"serviceTrackingParams":[{"service":"CSI","params":[{"key":"c","value":"WEB"},{"key":"cver","value":"2.20260109.01.00"},{"key":"yt_li","value":"0"},{"key":"GetWatchNext_rid","value":"0xe21521acfc496c08"}]},{"service":"GFEEDBACK","params":[{"key":"logged_in","value":"0"},{"key":"visitor_data","value":"CgtmeVJuamFBb1ZyayjcjZjLBjIKCgJLUhIEGgAgJA%3D%3D"}]},{"service":"GUIDED_HELP","params":[{"key":"logged_in","value":"0"}]},{"service":"ECATCHER","params":[{"key":"client.version","value":"2.20260109"},{"key":"client.name","value":"WEB"}]}],"mainAppWebResponseContext":{"loggedOut":true,"trackingParam":"kx_fmPxhoPZRf1_MQqvJMDcUwobNgWyE0XMikviRgC8wcgHRgkussh7BwOcCE59TDtslLKPQ-SS"},"webResponseContextExtensionData":{"webResponseContextPreloadData":{"preloadMessageNames":["twoColumnWatchNextResults","results","videoPrimaryInfoRenderer","videoViewCountRenderer","menuRenderer","menuServiceItemRenderer","segmentedLikeDislikeButtonViewModel","likeButtonViewModel","toggleButtonViewModel","buttonViewModel","modalWithTitleAndButtonRenderer","buttonRenderer","dislikeButtonViewModel","unifiedSharePanelRenderer","menuFlexibleItemRenderer","videoSecondaryInfoRenderer","videoOwnerRenderer","subscribeButtonRenderer","subscriptionNotificationToggleButtonRenderer","menuPopupRenderer","confirmDialogRenderer","metadataRowContainerRenderer","compositeVideoPrimaryInfoRenderer","itemSectionRenderer","continuationItemRenderer","secondaryResults","lockupViewModel","thumbnailViewModel","thumbnailOverlayBadgeViewModel","thumbnailBadgeViewModel","thumbnailHoverOverlayToggleActionsViewModel","lockupMetadataViewModel","decoratedAvatarViewModel","avatarViewModel","contentMetadataViewModel","sheetViewModel","listViewModel","listItemViewModel","badgeViewModel","avatarStackViewModel","dialogViewModel","dialogHeaderViewModel","autoplay","playerOverlayRenderer","menuNavigationItemRenderer","watchNextEndScreenRenderer","endScreenVideoRenderer","thumbnailOverlayTimeStatusRenderer","thumbnailOverlayNowPlayingRenderer","playerOverlayAutoplayRenderer","playerOverlayVideoDetailsRenderer","autoplaySwitchButtonRenderer","quickActionsViewModel","decoratedPlayerBarRenderer","multiMarkersPlayerBarRenderer","chapterRenderer","notificationActionRenderer","markerRenderer","speedmasterEduViewModel","engagementPanelSectionListRenderer","engagementPanelTitleHeaderRenderer","sortFilterSubMenuRenderer","sectionListRenderer","adsEngagementPanelContentRenderer","chipBarViewModel","chipViewModel","macroMarkersListRenderer","macroMarkersInfoItemRenderer","macroMarkersListItemRenderer","toggleButtonRenderer","structuredDescriptionContentRenderer","videoDescriptionHeaderRenderer","factoidRenderer","viewCountFactoidRenderer","expandableVideoDescriptionBodyRenderer","horizontalCardListRenderer","richListHeaderRenderer","videoDescriptionCourseSectionRenderer","structuredDescriptionPlaylistLockupRenderer","thumbnailOverlayBottomPanelRenderer","topicLinkRenderer","videoDescriptionTranscriptSectionRenderer","videoDescriptionInfocardsSectionRenderer","desktopTopbarRenderer","topbarLogoRenderer","fusionSearchboxRenderer","topbarMenuButtonRenderer","multiPageMenuRenderer","hotkeyDialogRenderer","hotkeyDialogSectionRenderer","hotkeyDialogSectionOptionRenderer","voiceSearchDialogRenderer","cinematicContainerRenderer"]},"ytConfigData":{"visitorData":"CgtmeVJuamFBb1ZyayjcjZjLBjIKCgJLUhIEGgAgJA%3D%3D","rootVisualElementType":3832},"webPrefetchData":{"navigationEndpoints":[{"clickTrackingParams":"CAAQg2ciEwj7idPxkIiSAxVWmlYBHXdWEpIyDHJlbGF0ZWQtYXV0b0jqtsed67CR5OMBmgEFCAMQ-B3KAQQOR_R6","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=s0CUqIrNXuk\u0026pp=QAFIAQ%3D%3D","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"s0CUqIrNXuk","params":"EAEYAdoBBAgBKgA%3D","playerParams":"QAFIAQ%3D%3D","watchEndpointSupportedPrefetchConfig":{"prefetchHintConfig":{"prefetchPriority":0,"countdownUiRelativeSecondsPrefetchCondition":-3}}}},{"clickTrackingParams":"CAAQg2ciEwj7idPxkIiSAxVWmlYBHXdWEpIyDHJlbGF0ZWQtYXV0b0jqtsed67CR5OMBmgEFCAMQ-B3KAQQOR_R6","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=s0CUqIrNXuk\u0026pp=QAFIAQ%3D%3D","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"s0CUqIrNXuk","params":"EAEYAdoBBAgBKgA%3D","playerParams":"QAFIAQ%3D%3D","watchEndpointSupportedPrefetchConfig":{"prefetchHintConfig":{"prefetchPriority":0,"countdownUiRelativeSecondsPrefetchCondition":-3}}}},{"clickTrackingParams":"CAAQg2ciEwj7idPxkIiSAxVWmlYBHXdWEpIyDHJlbGF0ZWQtYXV0b0jqtsed67CR5OMBmgEFCAMQ-B3KAQQOR_R6","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=s0CUqIrNXuk\u0026pp=QAFIAQ%3D%3D","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"s0CUqIrNXuk","params":"EAEYAdoBBAgBKgA%3D","playerParams":"QAFIAQ%3D%3D","watchEndpointSupportedPrefetchConfig":{"prefetchHintConfig":{"prefetchPriority":0,"countdownUiRelativeSecondsPrefetchCondition":-3}}}}]},"hasDecorated":true}},"contents":{"twoCol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Clean Http Service Methods With Walid Bouguima - AiA 365"}]},"viewCount":{"videoViewCountRenderer":{"viewCount":{"simpleText":"조회수 226회"},"shortViewCount":{"simpleText":"조회수 226회"},"originalViewCount":"0"}},"videoActions":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"신고"}]},"icon":{"iconType":"FLAG"},"serviceEndpoint":{"clickTrackingParams":"CIkDELW0CRgAIhMI-4nT8ZCIkgMVVppWAR13VhKSygEEDkf0eg==","showEngagementPanelEndpoint":{"identifier":{"tag":"PAabuse_report"},"globalConfiguration":{"params":"qgdxCAESCzQ4aEZock94MjJvGmBFZ3MwT0doR2FISlBlREl5YjBBQldBQjRCWklCTWdvd0VpNW9kSFJ3Y3pvdkwya3VlWFJwYldjdVkyOXRMM1pwTHpRNGFFWm9jazk0TWpKdkwyUmxabUYxYkhRdWFuQm4%3D"},"engagementPanelPresentationConfigs":{"engagementPanelPopupPresentationConfig":{"popupType":"PANEL_POPUP_TYPE_DIALOG"}}}},"trackingParams":"CIkDELW0CRgAIhMI-4nT8ZCIkgMVVppWAR13VhKS"}}],"trackingParams":"CIkDELW0CRgAIhMI-4nT8ZCIkgMVVppWAR13VhKS","topLevelButtons":[{"segmentedLikeDislikeButtonViewModel":{"likeButtonViewModel":{"likeButtonViewModel":{"toggleButtonViewModel":{"toggleButtonViewModel":{"defaultButtonViewModel":{"buttonViewModel":{"iconName":"LIKE","title":"7","onTap":{"serialCommand":{"commands":[{"logGestureCommand":{"gestureType":"GESTURE_EVENT_TYPE_LOG_GENERIC_CLICK","trackingParams":"CJQDEKVBIhMI-4nT8ZCIkgMVVppWAR13VhKS"}},{"innertubeCommand":{"clickTrackingParams":"CJQDEKVBIhMI-4nT8ZCIkgMVVppWAR13VhKSygEEDkf0eg==","commandMetadata":{"webCommandMetadata":{"ignoreNavigation":true}},"modalEndpoint":{"modal":{"modalWithTitleAndButtonRenderer":{"title":{"simpleText":"동영상이 마음에 드시나요?"},"content":{"simpleText":"로그인하여 의견을 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7명과 함께 이 동영상에 좋아요 표시","style":"BUTTON_VIEW_MODEL_STYLE_MONO","trackingParams":"CJQDEKVBIhMI-4nT8ZCIkgMVVppWAR13VhKS","isFullWidth":false,"type":"BUTTON_VIEW_MODEL_TYPE_TONAL","buttonSize":"BUTTON_VIEW_MODEL_SIZE_DEFAULT","accessibilityId":"id.video.like.button","tooltip":"이 동영상이 마음에 듭니다."}},"toggledButtonViewModel":{"buttonViewModel":{"iconName":"LIKE","title":"8","onTap":{"serialCommand":{"commands":[{"logGestureCommand":{"gestureType":"GESTURE_EVENT_TYPE_LOG_GENERIC_CLICK","trackingParams":"CJMDEKVBIhMI-4nT8ZCIkgMVVppWAR13VhKS"}},{"innertubeCommand":{"clickTrackingParams":"CJMDEKVBIhMI-4nT8ZCIkgMVVppWAR13VhKSygEEDkf0eg==","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/like/removelike"}},"likeEndpoint":{"status":"INDIFFERENT","target":{"videoId":"48hFhrOx22o"},"removeLikeParams":"Cg0KCzQ4aEZock94MjJvGAAqCwjdjZjLBhD71fZ9"}}}]}},"accessibilityText":"다른 사용자 7명과 함께 이 동영상에 좋아요 표시","style":"BUTTON_VIEW_MODEL_STYLE_MONO","trackingParams":"CJMDEKVBIhMI-4nT8ZCIkgMVVppWAR13VhKS","isFullWidth":false,"type":"BUTTON_VIEW_MODEL_TYPE_TONAL","buttonSize":"BUTTON_VIEW_MODEL_SIZE_DEFAULT","accessibilityId":"id.video.like.button","tooltip":"좋아요 취소"}},"identifier":"watch-like","trackingParams":"CIkDELW0CRgAIhMI-4nT8ZCIkgMVVppWAR13VhKS","isTogglingDisabled":true}},"likeStatusEntityKey":"Egs0OGhGaHJPeDIybyA-KAE%3D","likeStatusEntity":{"key":"Egs0OGhGaHJPeDIybyA-KAE%3D","likeStatus":"INDIFFERENT"}}},"dislikeButtonViewModel":{"dislikeButtonViewModel":{"toggleButtonViewModel":{"toggleButtonViewModel":{"defaultButtonViewModel":{"buttonViewModel":{"iconName":"DISLIKE","title":"싫어요","onTap":{"serialCommand":{"commands":[{"logGestureCommand":{"gestureType":"GESTURE_EVENT_TYPE_LOG_GENERIC_CLICK","trackingParams":"CJEDEKiPCSITCPuJ0_GQiJIDFVaaVgEdd1YSkg=="}},{"innertubeCommand":{"clickTrackingParams":"CJEDEKiPCSITCPuJ0_GQiJIDFVaaVgEdd1YSksoBBA5H9Ho=","commandMetadata":{"webCommandMetadata":{"ignoreNavigation":true}},"modalEndpoint":{"modal":{"modalWithTitleAndButtonRenderer":{"title":{"simpleText":"동영상이 마음에 안 드시나요?"},"content":{"simpleText":"로그인하여 의견을 알려주세요."},"button":{"buttonRenderer":{"style":"STYLE_MONO_FILLED","size":"SIZE_DEFAULT","isDisabled":false,"text":{"simpleText":"로그인"},"navigationEndpoint":{"clickTrackingParams":"CJIDEPmGBCITCPuJ0_GQiJIDFVaaVgEdd1YSksoBBA5H9Ho=","commandMetadata":{"webCommandMetadata":{"url":"https://accounts.google.com/ServiceLogin?service=youtube\u0026uilel=3\u0026passive=true\u0026continue=https%3A%2F%2Fwww.youtube.com%2Fsignin%3Faction_handle_signin%3Dtrue%26app%3Ddesktop%26hl%3Dko\u0026hl=ko\u0026ec=66425","webPageType":"WEB_PAGE_TYPE_UNKNOWN","rootVe":83769}},"signInEndpoint":{"nextEndpoint":{"clickTrackingParams":"CJIDEPmGBCITCPuJ0_GQiJIDFVaaVgEdd1YSksoBBA5H9Ho=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/like/dislike"}},"likeEndpoint":{"status":"DISLIKE","target":{"videoId":"48hFhrOx22o"},"dislikeParams":"Cg0KCzQ4aEZock94MjJvEAAiCwjdjZjLBhDC7vh9"}},"idamTag":"66425"}},"trackingParams":"CJIDEPmGBCITCPuJ0_GQiJIDFVaaVgEdd1YSkg=="}}}}}}}]}},"accessibilityText":"동영상에 싫어요 표시","style":"BUTTON_VIEW_MODEL_STYLE_MONO","trackingParams":"CJEDEKiPCSITCPuJ0_GQiJIDFVaaVgEdd1YSkg==","isFullWidth":false,"type":"BUTTON_VIEW_MODEL_TYPE_TONAL","buttonSize":"BUTTON_VIEW_MODEL_SIZE_DEFAULT","accessibilityId":"id.video.dislike.button","tooltip":"이 동영상이 마음에 들지 않습니다."}},"toggledButtonViewModel":{"buttonViewModel":{"iconName":"DISLIKE","title":"싫어요","onTap":{"serialCommand":{"commands":[{"logGestureCommand":{"gestureType":"GESTURE_EVENT_TYPE_LOG_GENERIC_CLICK","trackingParams":"CJADEKiPCSITCPuJ0_GQiJIDFVaaVgEdd1YSkg=="}},{"innertubeCommand":{"clickTrackingParams":"CJADEKiPCSITCPuJ0_GQiJIDFVaaVgEdd1YSksoBBA5H9Ho=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/like/removelike"}},"likeEndpoint":{"status":"INDIFFERENT","target":{"videoId":"48hFhrOx22o"},"removeLikeParams":"Cg0KCzQ4aEZock94MjJvGAAqCwjdjZjLBhD6nvl9"}}}]}},"accessibilityText":"동영상에 싫어요 표시","style":"BUTTON_VIEW_MODEL_STYLE_MONO","trackingParams":"CJADEKiPCSITCPuJ0_GQiJIDFVaaVgEdd1YSkg==","isFullWidth":false,"type":"BUTTON_VIEW_MODEL_TYPE_TONAL","buttonSize":"BUTTON_VIEW_MODEL_SIZE_DEFAULT","accessibilityId":"id.video.dislike.button","tooltip":"이 동영상이 마음에 들지 않습니다."}},"trackingParams":"CIkDELW0CRgAIhMI-4nT8ZCIkgMVVppWAR13VhKS","isTogglingDisabled":true}},"dislikeEntityKey":"Egs0OGhGaHJPeDIybyA-KAE%3D"}},"iconType":"LIKE_ICON_TYPE_UNKNOWN","likeCountEntity":{"key":"unset_like_count_entity_key"},"dynamicLikeCountUpdateData":{"updateStatusKey":"like_count_update_status_key","placeholderLikeCountValuesKey":"like_count_placeholder_values_key","updateDelayLoopId":"like_count_update_delay_loop_id","updateDelaySec":5},"teasersOrderEntityKey":"Egs0OGhGaHJPeDIybyD8AygB"}},{"buttonViewModel":{"iconName":"SHARE","title":"공유","onTap":{"serialCommand":{"commands":[{"logGestureCommand":{"gestureType":"GESTURE_EVENT_TYPE_LOG_GENERIC_CLICK","trackingParams":"CI4DEOWWARgDIhMI-4nT8ZCIkgMVVppWAR13VhKS"}},{"innertubeCommand":{"clickTrackingParams":"CI4DEOWWARgDIhMI-4nT8ZCIkgMVVppWAR13VhKSygEEDkf0eg==","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"Cgs0OGhGaHJPeDIyb6ABAQ%3D%3D","commands":[{"clickTrackingParams":"CI4DEOWWARgDIhMI-4nT8ZCIkgMVVppWAR13VhKSygEEDkf0eg==","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CI8DEI5iIhMI-4nT8ZCIkgMVVppWAR13VhKS","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}}}]}},"accessibilityText":"공유","style":"BUTTON_VIEW_MODEL_STYLE_MONO","trackingParams":"CI4DEOWWARgDIhMI-4nT8ZCIkgMVVppWAR13VhKS","isFullWidth":false,"type":"BUTTON_VIEW_MODEL_TYPE_TONAL","buttonSize":"BUTTON_VIEW_MODEL_SIZE_DEFAULT","state":"BUTTON_VIEW_MODEL_STATE_ACTIVE","accessibilityId":"id.video.share.button","tooltip":"공유"}}],"accessibility":{"accessibilityData":{"label":"추가 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https://www.linkedin.com/posts/devcyclehq_who-knew-feature-flags-would-save-ai-coding-activity-7405322365427064835-o70N | Modern Dev Loop: Generate, Wrap, Deploy, Test, Roll Out | DevCycle posted on the topic | LinkedIn Agree & Join LinkedIn By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Register now Modern Dev Loop: Generate, Wrap, Deploy, Test, Roll Out This title was summarized by AI from the post below. DevCycle 1,008 followers 1mo Report this post 🔁 The modern dev loop (or cycle 😉) isn’t write → test → ship anymore. It’s: 🤖 generate → 🏁wrap behind feature flag → 🚀 deploy → 🍰 test on a tiny slice → 🛼 roll out 🏃💨 That loop is why AI-driven teams ship faster without lighting prod on 🔥🚒. https://lnkd.in/da5eDB8W #FeatureFlags #SoftwareEng #EngManager by Mark Allen Who Knew Feature Flags Would Save AI Coding blog.devcycle.com 2 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in More Relevant Posts Luca Tagliaferri 3w Report this post Source: https://lnkd.in/eDMqTmfj 🚀 Balancing AI Speed & Engineering Discipline Vibe coding feels fast but risks chaos—until you structure it! 🧠 Use step-by-step prompts, enforce rules in every request, and review like an engineer, not a tool. 💡 Docs + retrospectives? Win. CI/CD pipelines? Must-have. 💡 Example: GitHub Speckit automates prompt boilerplate. Retrospectives document lessons learned. Prioritize process over output—your team’s sanity depends on it. 🚀 #AI #Engineering #Productivity #CodeQuality #DevOps View C2PA information 1 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in TheSSS.AI 110 followers 3w Report this post Unlock 95% Faster Development: Transform Weeks of Setup into Hours with AI POV: It's week 6 of a new project, and you've written exactly zero lines of business logic. Just… config files. 💀 We’ve all been there. Stuck in the "Setup Time Crisis." The weeks spent debating architecture, wrestling with Terraform, configuring CI/CD pipelines, and writing boilerplate before you can even build the first feature. It’s the soul-crushing phase where momentum dies while you're stuck in configuration purgatory. The real cost here isn't just the 8-12 weeks of engineering time. It's the market opportunity you lose. While your team is setting up, a competitor is shipping. We've seen teams watch a competitor launch the exact feature they were building *during* their setup phase. Speed isn't about writing code faster; it's about starting to write the *right* code sooner. This is exactly why AI code generation platforms exist. Instead of spending weeks manually building a foundation, these tools can generate a production-ready starting point from a simple requirements doc in hours. We're talking a **95% reduction** in setup time. From 8 weeks to a single day. Don't just accept the setup slog as the cost of doing business. Next time you kick off a project, track the time from day one to the first line of actual business logic. The number will probably shock you. It’s the metric that exposes the biggest bottleneck in your delivery pipeline. So, what's the most absurd amount of time you've ever sunk into project setup before shipping a single feature? #SoftwareDevelopment #EngineeringLeadership #DeveloperProductivity #AICoding #DevOps #CodeGeneration #CTO 3 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in TANGUDU HEMANTH KUMAR 2w Report this post 🤖 Day 3: cto.new – The AI "Teammate" That Actually Ships Code Most AI tools are just fancy keyboards. They give you a snippet, and then you have to figure out where it fits. I’m calling it now: The future of development isn't "autocomplete"—it’s autonomous agents. For Day 3 of my #100DaysOfAI challenge, we’re looking at cto.new . This isn't just another chat window; it’s an AI code agent that understands your entire stack, plans tasks, and opens pull requests directly in your GitHub. Practical implementation tips for your workflow: Intelligent Task Planning: Don't just ask for code. Give it a high-level goal (e.g., "Add a login flow with JWT"), and it will deconstruct that into a multi-step plan. Context-Aware Coding: Because it integrates with your repo, it knows your specific patterns, tech debt, and architectural rules. Asynchronous Shipping: You can assign a task and move on. The agent works in the cloud, runs tests, and alerts you when the PR is ready for review. I tried it on a complex legacy project that usually takes me hours to navigate. I gave cto.new a single task, and it identified the exact files needed and suggested an architectural fix I hadn't even considered. It’s like having a senior developer available 24/7—for free. Use the "Setup Agent" first. It automatically analyzes your tech stack and configures your task runner environment so the AI can start writing code immediately without manual setup. If you could delegate 80% of your repetitive coding tasks to an agent, what would you spend your new free time building? Here is the link have a try : https://cto.new/ #AI #SoftwareEngineering #100DaysOfAI #ctonew #Automation #DevTools #GitHub #CodingLife #FutureOfWork #Innovation …more 3 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Tarek Akik Sohan 3w Report this post Vibe coding tools aren't just "LLM for code." They're a complete rethinking of the development stack. I tried to dig deeper into the product to understand the architecture. The architecture has main 3 layers: 1. AI Agent: Uses tools to take action or write code 2. Sandbox: MicroVMs for isolated, persistent dev environments 3. Deployment: One-click production It's not magic, just really good engineering. AI acting as an abstraction layer over the entire SDLC. It's not about the LLM, it's about the infrastructure that lets AI actually ship code. Full article link in the comment. 3 1 Comment Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Rohit Raj 1w Edited Report this post 𝗛𝗼𝘄 𝗜 𝗨𝘀𝗲 𝗚𝗶𝘁𝗛𝘂𝗯’𝘀 𝗦𝗽𝗲𝗰 𝗞𝗶𝘁 𝘁𝗼 𝗕𝗿𝗶𝗻𝗴 𝗖𝗼𝗻𝘀𝗶𝘀𝘁𝗲𝗻𝗰𝘆 𝘁𝗼 𝗔𝗜-𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝗱 𝗖𝗼𝗱𝗲 𝗪𝗵𝘆 𝗱𝗼 𝘁𝘄𝗼 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿𝘀 𝘂𝘀𝗶𝗻𝗴 𝘁𝗵𝗲 𝘀𝗮𝗺𝗲 𝗔𝗜 𝘁𝗼𝗼𝗹 𝘄𝗿𝗶𝘁𝗲 𝗰𝗼𝗺𝗽𝗹𝗲𝘁𝗲𝗹𝘆 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 𝗰𝗼𝗱𝗲 𝗳𝗼𝗿 𝘁𝗵𝗲 𝘀𝗮𝗺𝗲 𝗳𝗲𝗮𝘁𝘂𝗿𝗲? AI coding tools like 𝗖𝗼𝗽𝗶𝗹𝗼𝘁, 𝗖𝗼𝗱𝗲𝘅, 𝗖𝗵𝗮𝘁𝗚𝗣𝗧, and 𝗖𝗹𝗮𝘂𝗱𝗲 are now part of our daily development stack. But every developer phrases requests differently: “Create an API to add a new user” “Implement user creation with validation and error handling” To a human, these may sound similar. To an AI, they’re completely different. Here’s what I kept seeing: -- Different implementations for the same feature -- Hidden assumptions baked into code -- Long review cycles debating intent -- Rework due to mismatched expectations 𝗧𝗵𝗮𝘁’𝘀 𝘄𝗵𝗲𝗻 𝗜 𝗰𝗮𝗺𝗲 𝗮𝗰𝗿𝗼𝘀𝘀 𝗚𝗶𝘁𝗛𝘂𝗯’𝘀 𝗦𝗽𝗲𝗰-𝗗𝗿𝗶𝘃𝗲𝗻 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗞𝗶𝘁 -- 𝗮 𝘁𝗼𝗼𝗹𝗸𝗶𝘁 𝗯𝘂𝗶𝗹𝘁 𝗲𝘅𝗮𝗰𝘁𝗹𝘆 𝗳𝗼𝗿 𝘁𝗵𝗶𝘀 𝗰𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲. 𝗦𝗽𝗲𝗰-𝗗𝗿𝗶𝘃𝗲𝗻 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗳𝗹𝗶𝗽𝘀 𝘁𝗵𝗲 𝗽𝗿𝗼𝗰𝗲𝘀𝘀: Start with a clear, shared spec—then let both developers and AI follow the same source of truth. 𝗛𝗼𝘄 𝗜 𝘂𝘀𝗲 𝗶𝘁 𝟭. 𝗗𝗲𝗳𝗶𝗻𝗲 𝗮 𝗖𝗼𝗻𝘀𝘁𝗶𝘁𝘂𝘁𝗶𝗼𝗻 Sets rules: tech stack, architecture, domain principles 𝟮. 𝗪𝗿𝗶𝘁𝗲 𝘁𝗵𝗲 𝗳𝗲𝗮𝘁𝘂𝗿𝗲 𝘀𝗽𝗲𝗰 Defines what to build, what not to build, edge cases 𝟯. 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗲 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱 𝗮𝗿𝘁𝗶𝗳𝗮𝗰𝘁𝘀: -- plan.md → how it will be built -- spec.md → detailed requirements -- task.md → implementation steps Then, whether it’s 𝗖𝗼𝗽𝗶𝗹𝗼𝘁, 𝗖𝗵𝗮𝘁𝗚𝗣𝗧, 𝗖𝗹𝗮𝘂𝗱𝗲 or any CLI-based LLM, the AI follows the same understanding as the team. https://lnkd.in/gTEAnd6X #SoftwareEngineering #AIinDevelopment #SpecDrivenDevelopment #GitHub #Copilot #LLM #ChatGPT #Claude #DeveloperTools #Productivity #CodeQuality #DevWorkflow 6 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Nazma Shaik 2w Report this post Is your team still using AI as a "Chatbot"? You’re leaving productivity on the table. 📈 In 2025, the conversation around AI in software development has shifted from "Can it write code?" to "How can it scale our engineering standards?" We’ve moved beyond the basic GitHub Copilot experience. The real competitive advantage now lies in Custom AI Agents—specialized models tailored to your team's specific architectural standards. I’ve been experimenting with routing high-level architectural tasks to Anthropic’s Claude Opus 4.5 via GitHub’s new multi-model platform. The results in team velocity and code quality are undeniable. Why this is a game-changer for Engineering Managers: ✅ Embedded Governance: You can now bake your "Definition of Done" and architectural standards directly into an Agent Profile. Your team isn't just getting code; they’re getting code that fits your stack. ✅ The Right Tool for the Job: We no longer use one model for everything. We use high-speed models (GPT-4o) for boilerplate and high-reasoning models (Claude Opus 4.5) for complex refactoring and system design. ✅ Reduced Senior Friction: Custom agents act as a "First Responder" for code reviews, catching architectural drift before it ever hits a human reviewer. The Strategy: Instead of a generic assistant, we’ve created a "Virtual Lead Architect." By using a simple . agent.md configuration in our repo, every developer on the team has instant access to a Claude-powered expert that knows our specific design patterns. The Bottom Line: AI is no longer just a "copilot" for the individual contributor; it’s a force multiplier for the entire engineering organization. #EngineeringLeadership #CTO #GitHubCopilot #Claude4 #DigitalTransformation #SoftwareEngineering #Productivity What makes this work for Managers: Focus on Outcomes: It highlights "team velocity" and "code quality" instead of "lines of code." Risk Mitigation: Mentions "governance" and "standards," which are top-of-mind for leadership. Strategic Positioning: Frames the use of Claude Opus 4.5 as a "Virtual Lead Architect," justifying the cost/usage of premium models through the lens of senior-level output. Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Arindam Majumder 1w Report this post Your AI coding assistant just got superpowers. 🚀 Most devs using Claude Code are missing out on its plugin system. Here's what I discovered: Claude-Workflow-V2 transforms Claude Code into a specialized development team with 7 AI agents, 17 slash commands, and intelligent automation hooks. Instead of manually reviewing code, committing changes, and running tests—Claude handles it all. Here's what's inside: → 7 Specialized Agents • Orchestrator: Coordinates multi-step tasks • Code Reviewer: Auto-reviews before commits • Debugger: Systematic bug investigation • Security Auditor: Catches vulnerabilities • Test Architect: Designs testing strategies • Refactorer: Improves code structure • Docs Writer: Generates documentation → 17 Slash Commands • /commit → Auto-generates conventional commits • /verify-changes → Multi-agent verification before shipping • /commit-push-pr → Full git workflow in one command • /architect → System design mode • /rapid → Fast prototyping mode • /security-scan → Vulnerability detection → 8 Automation Hooks • Blocks commits with secrets • Auto-formats code (Prettier, Black, etc.) • Validates environment on startup • Desktop notifications when Claude needs input The game-changer? Adversarial verification. Before shipping code, spawn multiple AI agents that challenge each other: • Build validator checks compilation • Test runner verifies functionality • Security scanner hunts vulnerabilities • Lint checker ensures quality If they all agree → ship with confidence. Best part: It's modular. Add custom agents for your domain (mobile, ML, DevOps). Create team-specific commands. Define your architecture patterns in skills. Installation takes 30 seconds: git clone https://lnkd.in/dam4GJg5 claude --plugin-dir ./claude-workflow-v2 844 stars. MIT licensed. Community-driven. This is what modern AI-assisted development looks like. No more context switching between terminals, GitHub, and your IDE. Your AI assistant now understands your entire workflow. Are you using Claude Code plugins yet? 🔗 Repo: https://lnkd.in/dam4GJg5 https://lnkd.in/dg-STmzN #AI #Coding #DeveloperTools #ClaudeAI #Productivity #SoftwareEngineering #DevTools 15 1 Comment Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Abas Turabli 4d Report this post ◉ Moving from AI assistance to AI-governed engineering Most teams think of GitHub Copilot as a coding accelerator. But the real impact starts when Copilot becomes governed by architecture, standards, and policy, not just developer intent. That’s where Copilot Instruction Files and org-level AI controls change the picture. They allow you to define once how AI should behave across your engineering ecosystem: → Security expectations → Coding standards → Architecture principles → Compliance constraints → Naming + structural conventions So instead of “AI that sometimes helps, you get AI that consistently aligns to your engineering model. Layer that with: → Repo-aware Copilot Chat → AI-assisted PR reviews → Refactoring guidance → Domain-specific prompt files → Secure SDLC workflows …and AI becomes part of the architecture fabric, not just a developer tool. This is where AI starts supporting: ✔ consistency ✔ governance ✔ maintainability ✔ long-term architectural intent The goal isn’t more code. ◉ The goal is better-aligned systems delivered faster with AI acting inside the guardrails we design. #AiAssistedProgramming #githubcopilot #responsibleAi 2 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Metizsoft Solutions Private Limited 19,430 followers 2w Report this post ⚡ Code Reviews Just Got Smarter with AI 🤖💻 AI is no longer just assisting developers — it’s actively reviewing code. With JetBrains introducing AI-guided code review in IntelliJ IDEA, development teams can now catch issues earlier, improve code quality, and move faster without compromising control. From intelligent analysis to actionable suggestions with human approval, this marks a big step toward more efficient, reliable, and collaborative software development. 🚀 The way we build software is evolving — and AI is becoming a true development partner. #AIInDevelopment #JetBrains #IntelliJIDEA #AICoding #CodeReview #SoftwareDevelopment #DeveloperTools #DevOps #TechTrends #AIInnovation #EngineeringLeadership #DigitalTransformation 7 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Bojan Andrejek 3w Edited Report this post Hands-on CTO + AI tools = ~1.7 million lines of production code in a year. Free tool inside ↓ I started going through my work from this year the usual way — writing a report for myself, cleaning up repositories, and trying to get a clear picture of what actually shipped. Not what was planned. Not what was presented. Just what was built. Very quickly, I realized I was doing this manually… again. So I did what a hands-on CTO does when powerful AI tools are within reach: I built a small tool to do it properly. Then I generalized it, cleaned it up, and shared it. 👉 https://lnkd.in/gXU4xpKS It’s a simple CLI tool that analyzes a single repo or all your repositories via the GitHub API and gives you a clean snapshot of commits, additions, deletions, and net code change. Those numbers led me to this reflection: When a CTO stays close to the code — now amplified by AI — velocity, scope, and quality change dramatically. This year meant building and shipping across multiple production systems: a large-scale medical platform, a luxury real-time configurator stack, an AI-first commercial product, and core engine tooling. 📈 2025 in code 17 active repositories ~950 commits ~1.7M lines written, ~1.0M refactored Net +750k lines of production code Not vanity metrics — just a reminder of what happens when strategy, architecture, and execution live in the same hands. On to the next iteration. #CTO #UnrealEngine #Cursor #AI #LLM #Development #Coding #Blackcode View C2PA information 9 2 Comments Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in 1,008 followers View Profile Follow Explore content categories Career Productivity Finance Soft Skills & Emotional Intelligence Project Management Education Technology Leadership Ecommerce User Experience Show more Show less LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language Sign in to view more content Create your free account or sign in to continue your search Sign in Welcome back Email or phone Password Show Forgot password? 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https://stackoverflow.blog/testing/ | testing - Stack Overflow Blog Loading… Everything Productivity AI/ML Open Source Business Hub Company Releases Podcast Newsletter Stack Overflow Business Stack Internal : the knowledge intelligence layer that powers enterprise AI. Stack Data Licensing : decades of verified, technical knowledge to boost AI performance and trust. Stack Ads : engage developers where it matters — in their daily workflow. testing Related Tags software development AI generative AI automation unit tests developer tools Subscribe to the podcast Get The Stack Overflow Podcast at your favorite listening service. Apple Podcasts Overcast Overcast Pocket Casts Spotify RSS feed December 22, 2025 Making your code base better will make your code coverage worse Maintaining a minimum of 80% code coverage affects code decisions and not always for the better. Jared Toporek 11 comment s testing code quality February 24, 2025 Writing tests with AI, but not LLMs How Diffblue leverages machine learning techniques to write effective unit tests. Eira May 0 comment s The Stack Overflow Podcast software development software engineering AI generative AI autonomous agents automation unit tests testing java refactoring Productivity llm copilot ai coding dev tools developer tools January 22, 2025 Why all developers should adopt a safety-critical mindset Is anyone designing software where failures don't have consequences? Austin Spiegel 9 comment s testing observability failover contributed January 3, 2025 How AI apps are like Google Search Happy New Year! In this episode, Ryan talks with Jetify founder and CEO Daniel Loreto, a former engineering lead at Google and Twitter, about what AI applications have in common with Google Search. They also discuss the challenges inherent in developing AI systems, why a data-driven approach to AI development is important, the implications of non-determinism, and the future of test automation. Eira May 0 comment s The Stack Overflow Podcast AI generative AI developer tools google search environments testing automation December 10, 2024 “You don’t want to be that person”: What security teams need to understand about developers The home team is joined by Kinnaird McQuaid, founder and CTO of NightVision, which offers developer-friendly API and web app security testing. Kinnaird talks about his path from school-age hacker to white-hat security expert, why it’s important to build security practices into the software development lifecycle, how GenAI is changing security testing, and what security teams need to understand about developers’ working lives. Eira May 0 comment s The Stack Overflow Podcast software development AI developer tools security testing application testing hacker hacking May 24, 2024 Would you board a plane safety-tested by GenAI? Ben and Ryan are joined by Robin Gupta for a conversation about benchmarking and testing AI systems. They talk through the lack of trust and confidence in AI, the inherent challenges of nondeterministic systems, the role of human verification, and whether we can (or should) expect an AI to be reliable. Eira May 20 comment s The Stack Overflow Podcast AI generative AI testing automation June 23, 2023 Throwing away the script on testing (Ep. 583) Syed Hamid, founder and CEO of no-code test automation platform Sofy, joins Ben and Ryan to talk about scriptless automation, why his platform targets mobile app developers, and what he learned in nearly two decades at Microsoft. Eira May 0 comment s AI application testing automation mobile development no code testing The Stack Overflow Podcast the stack overflow podcast November 3, 2022 Stop requiring only one assertion per unit test: Multiple assertions are fine One test case, not one test assertion. Mark Seeman 22 comment s Code for a Living testing unit tests contributed July 4, 2022 How Stack Overflow is leveling up its unit testing game We neglected unit tests for a long time because our code base made them difficult. But now we're putting in the work to change that. Wouter de Kort 13 comment s Code for a Living Engineering testing unit tests March 9, 2022 Rewriting Bash scripts in Go using black box testing When rewriting software in a new language, how do you test that your new and old programs do the same thing? Daniel Orner 9 comment s bash Code for a Living go porting testing contributed February 28, 2022 Debugging best practices for REST API consumers How you can debug the APIs that you consume but don't own. Joyce Lin 2 comment s API Code for a Living debugging rest api testing contributed January 3, 2022 Favor real dependencies for unit testing Which dependencies should be present in your code base? This article suggests an answer to that question. Mark Seeman 25 comment s Code for a Living dependencies testing contributed November 15, 2021 Building a QA process for your deep learning pipeline in practice Deep learning models still need testing, but many of the common testing approaches don't apply. But with the right methods, you can still make sure your pipeline produces good results. Tobias Kupek 1 comment Code for a Living data science data testing machine learning testing July 21, 2021 Why you should build on Kubernetes from day one If you’re building a new app today, it might be worth taking a closer look at making it cloud-native and using Kubernetes from the jump. The effort to set up Kubernetes is less than you think. Certainly, it’s less than the effort it would take to refactor your app later on to support containerization. Max Horstmann 33 comment s Code for a Living kubernetes software development testing May 11, 2021 Testing software so it's reliable enough for space Charles R. Martin , Ben Popper 12 comment s Code for a Living software in space spacex testing Show more Our Stack Stack Internal Features Customers Security Pricing Stack Data Licensing Stack Ads Partnerships Services Stack Overflow Company Leadership Press Careers Social Impact Support Contact Stack Overflow help Stack Internal help Terms Privacy policy Cookie policy Your Privacy Choices Elsewhere Blog Dev Newsletter Podcast Releases Dev Survey Site design / logo © 2026 Stack Exchange Inc. Light Dark Auto | 2026-01-13T08:48:30 |
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Traffic Arbitrage Isn't Magic, It's Architecture. How to Build a Random Content List in Momen (Step by Step) Best Replacement Gearbox for 5ft Rotary Cutter: Fast Diagnosis, Fitment Checklist, and Installati... Solved: PoE+++?! WHEN WILL THE MADNESS END? Solved: How to look for a good MSP 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV Open Forem — A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Home About Contact Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . Open Forem © 2016 - 2026. Where all the other conversations belong Log in Create account | 2026-01-13T08:48:30 |
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| 2026-01-13T08:48:30 |
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Portal","path":"https://developer.twitter.com/en/portal/petition/essential/basic-info"}]" data-cta-enabled="true" data-profile-enabled="true" data-cta-link-new-tab="false" data-root-page-title="Developer Platform"> Developer terms Developer Policy Let's get started X + Developers Using this policy X + Developers Using this policy X + Developers X loves developers. We’re delighted and amazed by the tools and services this community creates by harnessing the power of X data. As part of our commitment to this community, we aim to provide data access that is open and fair for developers, safe for people on X, and beneficial for the X platform as a whole. To further these goals we’ve crafted the Developer Policy as a guide to help people understand our rules and expectations about appropriate API and X Content usage. This Developer Policy (“ Policy ”) provides rules and guidelines for developers who interact with X’s ecosystem of applications, services, website, web pages and content. It is part of your contract with X governing access to and use of the X API and X Content (either as part of the Developer Agreement or other written agreement with X). Policy violations are considered violations of your agreement. This Policy may be changed from time to time without notice. Capitalized terms used in this Policy, which are not defined in this Policy, will have the respective meanings ascribed to them in the Developer Agreement or the Master License Agreement. Using this policy We’ve structured this policy to make it as easy to follow as possible. Please keep information from the following policy sections top of mind as you use the X API and X Content: 1. Set Yourself Up for Success - You are responsible for complying with all X policies. It’s important that you review and understand this Policy, as well as the policies we link to in this document, before you access the X API and X Content. The time spent reviewing our policies may save you hours of rework down the road. 2. Privacy and Control are Essential - Protecting and defending the privacy of people on X is built into the core DNA of our company. As such, we prohibit the use of X data in any way that would be inconsistent with people’s reasonable expectations of privacy. By building on the X API or accessing X Content, you have a special role to play in safeguarding this commitment, most importantly by respecting people’s privacy and providing them with transparency and control over how their data is used. 3. Follow the Platform Usage Guidelines - Getting approved to access the X API and X Content is just the first step. Our Platform Usage Guidelines should be your first stop anytime you have questions about how to ensure policy compliance for your planned use of the X platform. We’ve provided a lot more detail on what each of these three key sections mean below. Please review them carefully to ensure that your usage of the X API and X Content is consistent with our policies. If we believe you are in violation of this Policy (or any other X policy), we may suspend or permanently revoke your access to the X API and X Content. Finally, please note that X may monitor your use of the X API to improve the X Applications, to examine any commercial use, and to ensure your compliance with your approved use case and this Policy. Thanks for reading, and thank you for building with us! We look forward to seeing what you create! Chapter 1 Set yourself up for success Set yourself up for success Set yourself up for success Set yourself up for success You can avoid many potential pitfalls while using the X API by ensuring that your service has been built the right way from day 1. This section of the Developer Policy contains rules that all developers must follow before using the X API or X Content. The Free, Basic, and Pro plans (as described at developer.x.com/en ) are designed for hobbyists, commercial prototyping, early-stage X product integrations, and supporting applications with limited end-users. If you use the X API and X Content beyond this scope, then you must apply (or already subscribe to) an Enterprise plan (as described at developer.x.com/en ). We review all proposed uses of the X developer platform to verify policy compliance — so you’re required to disclose (and update, as applicable) your planned use of the X API and X Content in order to be granted and to maintain access. All new developers must apply for a developer account to access the X API. Current developers without an approved developer account must apply for one as directed to do so by X. As part of this process, you’ll need to provide us with a written description of your intended uses of the X API and X Content. Your use case description is binding on you, and any substantive deviation from it may constitute a violation of our rules and result in enforcement action. You must notify us of any substantive modification to your use case and receive approval before you may begin using X Content for that new purpose. Failure to do so may result in suspension and termination of your API and data access. By building on the X API or accessing X Content, you must comply with ALL X policies. These include this Developer Policy , the Automation Rules , the Display Requirements , the API Restricted Uses Rules , the X Rules , and the X Brand Resources , as well as any other agreements you enter into with X relating to your use of the X API or X Content, including but not limited to the Developer Agreement or a Master Licensing Agreement or Order (as applicable). You must also comply with any modifications to these policies and any new policies launched by X. It is your responsibility to monitor the use of your service and to design your service to prevent violations of X policy by people who use it. Failure to do so may result in suspension or termination of your API and X Content access. You may not register multiple applications for a single use case or substantially similar or overlapping use cases. In this context, a “use case” is a consistent set of analyses, displays, or actions performed via an application. "White label" versions of a tool or service are not permissible. If you plan to “white label” versions of your application, you must notify and receive separate approval from us. As a single exception to these rules, you may create and use a maximum of 3 applications for development, staging, and production instances of the same service. These apps must be registered to a single account, and should be clearly identified (in the name and description) as dev, staging, and prod instances of a single service. You may not use development or staging applications for production purposes. You must keep all API keys or other access credentials private. You may not use, and may not encourage or facilitate others to use, API keys or other access credentials owned by others. Your license agreement with X limits your use of the X API and X Content. Among other things, the X API has rate limits which help to ensure fair data usage and to combat spam on the platform. You may not exceed or circumvent rate limits, or any other limitations or restrictions described in this Policy or your agreement with X, listed on the Developer Site , or communicated to you by X. You may not remove or alter any proprietary notices or marks on X Content received via the X API. This helps to make sure that people know where X Content is coming from, and who it belongs to. For data integrity and platform health reasons, you may not interfere with, intercept, disrupt, or disable any features of the X API or the X service. In other words, use the APIs as intended and documented on developer.x.com . Refer to our HackerOne guidelines for more details about acceptable use. Chapter 2 Privacy and control are essential Privacy and control are essential Consent & permissions Content compliance Off-X matching Your privacy policy Using geo-data X passwords Privacy and control are essential Consent & permissions Content compliance Off-X matching Your privacy policy Using geo-data X passwords Privacy and control are essential X takes privacy seriously, and we expect everyone using X Content and the X API to do the same. Any use of the X developer platform, X API, or X Content in a manner that is inconsistent with peoples’ reasonable expectations of privacy may be subject to enforcement action, which can include suspension and termination of API and X Content access. Your commitment to privacy and control must extend to all uses of X Content and all aspects of the service that you build using our API. To that end, the people using your service must understand and consent to how you use their data, and how you access X on their behalf. This can be accomplished through providing people with a clear, comprehensive, and transparent privacy policy, as well as ensuring that you get express and informed consent from each person using your service before taking any action on their behalf. Please note that a person authenticating into your service does not by itself constitute consent. Consent & permissions In particular, you must get express and informed consent from people before doing any of the following: Taking any actions on their behalf. This includes (but is not limited to): Posting content to X Following/unfollowing accounts Modifying profile or account information Adding hashtags or any other content to Posts Republishing content accessed by means other than via the X API or other X tools Using someone’s X Content to promote a product or service Storing non-public content such as Direct Messages (DMs), or any other private or confidential information Sharing or publishing protected content, or any other private or confidential information If your service allows people to post content to X you must do the following before publishing: Show exactly what will be published Make it clear to people using your service what geo information (if any) will be added to the content If your service allows people to post content to both your service and X, you must do the following before publishing: Obtain permission to post the content Explain where you will post the content You must respect the protected and blocked status of all X Content. You may not serve content obtained using one person’s authentication token to a different person who is not authorized to view that content. Protected accounts: A protected account ’s content is only available to people who have been approved by the owner to follow that account. So, if you run a service that accesses protected accounts, you may only do so to serve such content to the specific people with permission to view that content. Blocked accounts: People on X are able to block access to their accounts for any reason they choose. Commingling information obtained from tokens (or any other API-based action) to bypass this choice is not permitted. As Direct Messages (DMs) are non-public in nature, services that provide DM features must take extra steps to safeguard personal privacy. You may not serve DM content to people who are not authorized to view that content. If your service provides DM functionality you must also: Notify people if you send read receipt events for DMs. You can do this by providing a notice directly in your service, or by displaying read receipts from other participants in a conversation. Get consent before configuring media to be sent in a DM as "shared" (i.e. reusable across multiple DMs). If you do allow media in a DM to be “shared,” you must provide a clear notice that this content will be accessible to anyone with the media’s URL. Content compliance If you store X Content offline, you must keep it up to date with the current state of that content on X. Specifically, you must delete or modify any content you have if it is deleted or modified on X. This must be done as soon as reasonably possible, or within 24 hours after receiving a request to do so by X or the applicable X account owner, or as otherwise required by your agreement with X or applicable law. This must be done unless otherwise prohibited by law, and only then with the express written permission of X. Modified content can take various forms. This includes (but is not limited to): Content that has been made private or gained protected status Content that has been suspended from the platform Content that has had geotags removed from it Content that has been withheld or removed from X Off-X matching We limit the circumstances under which you may match a person on X to information obtained or stored off-X. Off-X matching involves associating X Content, including a X @handle or user ID, with a person, household, device, browser, or other off-X identifier. You may only do this if you have express opt-in consent from the person before making the association, or as described below. In situations in which you don’t have a person’s express, opt-in consent to link their Xidentity to an off-X identifier, we require that any connection you draw be based only on information that someone would reasonably expect to be used for that purpose. In addition, absent a person’s express opt-in consent you may only attempt to match your records about someone to a X identity based on: Information provided directly to you by the person. Note that records about individuals with whom you have no prior relationship, including data about individuals obtained from third parties, do not meet this standard; and/or Public data. “Public data” in this context refers to: Information about a person that you obtained from a public, generally-available resource (such as a directory of members of a professional association) Information on X about a person that is publicly available, including: Posts Profile information, including an account bio and publicly-stated location Display name and @handle Your privacy policy You must display your service’s privacy policy to people before they are permitted to download, install, or sign up to your service. It must disclose at least the following information: The information that you collect from people who use your service How you use and share that information (including with X) How people can contact you with inquiries and requests regarding their information Your privacy policy must be consistent with all applicable laws, and be no less protective of people than X’s Privacy Policy and the privacy policy of our other services and corporate affiliates . You must cease your access to the X API and the use of all X Content if you are unable to comply with your and/or X’s Privacy Policy. Using geo-data Use of geo data comes with additional restrictions due to the sensitive nature of this information. If your service adds location information to Posts, you must disclose to people: When you add location information Whether you add location information as a geotag or annotations data Whether your location information is listed as a place, or as geographic coordinates If your application allows people to post with their location you must comply with X’s geo guidelines in full. Any use of location data or geographic information on a standalone basis is prohibited. You may not (and may not permit others to) store, aggregate, or cache location data and other geographic information contained in X Content, except as part of a Post. For example, you may not separate location data or geographic information out from Posts to show where individuals have been over time. Heat maps and related tools that show aggregated geo activity (e.g., the number of people in a city using a hashtag) are permitted. X passwords You may not store X passwords, or request that people provide their X password, account credentials, or developer application information (including consumer key) to you directly. We suggest the use of Sign-in with X as the authentication tool to link your service and people on X. Chapter 3 Platform usage guidelines Platform usage guidelines Spam, bots, and automation X performance benchmarking Public display of Posts Content redistribution Pay to engage Service authenticy X name, logo, and likeness Advertising on X Platform usage guidelines Spam, bots, and automation X performance benchmarking Public display of Posts Content redistribution Pay to engage Service authenticy X name, logo, and likeness Advertising on X Platform usage guidelines Have you taken care to review X’s policies and set up your API access the right way? Does your service follow X’s privacy and control guidelines? If you can answer yes to these two questions, then you are ready to start using the X API and X Content. X’s Platform Usage Guidelines provide the assistance needed to ensure that your use of X Content is compliant from day 1 throughout the lifecycle of your service. We suggest reviewing these rules on a regular basis to make sure that your integration is operating in a way that is safe and beneficial to people on X and the X platform as a whole. Spam, bots, and automation The use of the X API and developer products to create spam, or engage in any form of platform manipulation, is prohibited. You should review the X Rules on platform manipulation and spam , and ensure that your service does not, and does not enable people to, violate our policies. Services that perform write actions, including posting Posts, following accounts, or sending Direct Messages, must follow the Automation Rules . In particular, you should: Always get explicit consent before sending people automated replies or Direct Messages Immediately respect requests to opt-out of being contacted by you Never perform bulk, aggressive, or spammy actions, including bulk following Never post identical or substantially similar content across multiple accounts If you’re operating an API-based bot account you must clearly indicate what the account is and who is responsible for it. You should never mislead or confuse people about whether your account is or is not a bot. A good way to do this is by including a statement that the account is a bot in the profile bio. X performance benchmarking You may not use the X API to measure the availability, performance, functionality, or usage of X for benchmarking, competitive, or commercial purposes. For example, you should never use the X API to: Calculate aggregate X metrics, such as the total number of Monthly Actives (MAs) or Daily Actives (DAs) Calculate aggregate X Post metrics, such as the total number of Posts posted per day, or the number of account engagements Measure or analyze the responsiveness of X Measure or analyze spam or security on X, except as permitted below We support research that helps improve conversational health on X. You may not publicly disclose any research or findings concerning, or develop, create, or offer services using, the X API or X Content that measure, analyze, or attempt to identify behaviors or content which violate X policies without express written permission from X. DSA Researchers: If you need to contact X relating to access under Art. 40 of the Digital Services Act, please contact EU-Questions@X.com . If you wish to apply for researcher access, please submit an application . Public display of Posts You must maintain the integrity of all X Content that you display publicly or to people who use your service. If you don’t use X for Websites to display content, then you must use the X API to retrieve the most current version available for display. If displayed content ceases to be available through the X API, then you must remove it from your service as soon as reasonably possible, or within 24 hours after the receipt of a removal request from X, or the applicable X account owner, or as otherwise required by applicable law. There are specific rules you must follow if you display X Content offline. Follow the guidelines for using Posts in broadcast if you display Posts offline. If you embed or display Posts, you must contact us about your X API access if your site exceeds 10 million daily impressions. X reserves the right to require additional terms as a condition to your use of the X API. Additional restrictions on X for Websites developer use include: Embedded Posts and/or embedded timelines You must provide people with legally sufficient notice that fully discloses X’s collection and use of data about browsing activities on your website, including for interest-based advertising and personalization. You must also obtain legally sufficient consent from people for such collection and use You must provide legally sufficient instructions on how people can opt out of X’s interest-based advertising and personalization as described here X for Websites widgets You must ensure that people are provided with clear and comprehensive information about, and consent to, the storing and accessing of cookies or other information on their devices as described in X’s cookie use , where providing such information and obtaining such consent is required by law Services targeted to children under 13 Services targeted to children under 13 must opt out of tailoring X in any embedded Post and/or embedded timelines by setting the opt-out parameter to be ‘true’ as described here Content redistribution The best place to get X Content is directly from X. Consequently, we restrict the redistribution of X Content to third parties. If you provide X Content to third parties, including downloadable datasets or via an API, you may only distribute Post IDs, Direct Message IDs, and/or User IDs (except as described below). In total, you may not distribute more than 1,500,000 Post IDs to any entity (inclusive of multiple individuals associated with a single entity) within any 30 day period unless you have received written permission from X. In addition, developers may provide up to 500 public Posts Objects and/or User Objects to each person who uses your service on a daily basis if this is done via non-automated means (e.g., download of spreadsheets or PDFs). Academic researchers are permitted to distribute Post IDs and/or User IDs solely for the purposes of non-commercial research on behalf of an academic institution, and that has been approved by X in writing, or peer review or validation of such research. Only as many Post IDs or User IDs that is necessary for such research, and has been approved by X may be used. Any X Content provided to third parties remains subject to this Policy, and those third parties must agree to the X Terms of Service , Privacy Policy , Developer Agreement , and Developer Policy before receiving such downloads. You may not enable any entity to circumvent any other limitations or restrictions on the distribution of X Content as contained in this Policy , the Developer Agreement , or any other agreement with X. Note: This Section does not apply to researchers with X API access via Art. 40 of the EU Digital Services Act (2022) (“ DSA ”), who are instead subject to the procedures and restrictions set forth in the DSA and the Developer Agreement. Pay to engage Your service shouldn’t compensate people to take actions on X, as that results in inauthentic engagement that degrades the health of the platform. As you use the X API you may not sell or receive monetary or virtual compensation for any X actions. This includes, but is not limited to, Posts, follows, unfollows, reposts, likes, comments, and replies. Service authenticity You must clearly identify your service so that people can understand its source and purpose. Don’t use names, logos, or URLs that mask your service’s identity and features, or that falsely imply an affiliation with X or third parties. Note that creating applications for the purpose of selling names, or to prevent others from using names, is prohibited. You may not use any URL (including shortened URLs) for your service that directs people to: A site that is unrelated to your service A spam or malware site A site that encourages people to violate X policy X name, logo, and likeness You may only use and display the X name and logo to identify X as the source of X Content. You should never use the X name and logo, the X Official Partner Program badge, or any other similar marks or names in a manner that creates a false sense of endorsement, sponsorship, or association with X. The X Brand Resources contain detailed information to help you use the X brand in the right way. You may only use the X Verified Account badge and any other enhanced account categorization as it is reported to you by X through the API. This helps people know that the content your service displays is equivalent to that shown on X. Advertising on X There are restrictions regarding how and where you are allowed to advertise around X Content. To start, your advertisements can’t resemble or reasonably be confused by people as a Post. Other rules on advertising include: There must be a clear separation between X Content and your advertisements. You may not place any advertisements within the X timeline other than X Ads. X reserves the right to serve advertising via the X API. If you decide to serve X Ads once we start delivering them via the API, we will share a portion of advertising revenue with you in accordance with the relevant terms and conditions. You may not use X Content, or information obtained from the X API to target people with advertising outside of the X platform. Chapter 4 Rules for specific X services or features X login X Cards Definitions X login X Cards Definitions The following additional rules apply for any use of the X services or features listed below: X login You must present people with easy to find options to log into and out of X, for example via the OAuth protocol. The Sign in with X option must be displayed at least as prominently as any other sign-up or sign-in feature on your service. You must also provide people without a X account the opportunity to create one via X. Once someone on your service authenticates via Sign in with X you must clearly display their X identity. X identity includes the person’s current X @handle, avatar, and X logo. Any display of someone’s X followers on your service must clearly show that the relationship is associated with X. X Cards To ensure a quality experience you must develop your Card to render across all platforms where Cards are displayed. Additional rules that you must follow when using Cards include: You must mark your Post as ‘true’ for sensitive media if you plan to display such media within a Card You must use HTTPS for hosting all assets within your Card. Your Card should never generate active mixed content browser warnings Audio and video content should include stop or pause controls, and default to ‘sound off’ for videos that automatically play content You may not exceed or circumvent X’s limitations placed on any Cards, including the Card’s intended use. 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| 2026-01-13T08:48:30 |
https://dev.to/rdegges/please-stop-using-local-storage-1i04 | Please Stop Using Local Storage - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Randall Degges Posted on Jan 30, 2018 • Originally published at rdegges.com Please Stop Using Local Storage # programming # javascript # security Seriously. Just stop it already. I don't know what it is, exactly, that drives so many developers to store session information in local storage , but whatever the reason: the practice needs to die out. Things are getting completely out of hand. Almost every day I stumble across a new website storing sensitive user information in local storage and it bothers me to know that so many developers are opening themselves up to catastrophic security issues by doing so. Let's have a heart-to-heart and talk about local storage and why you should stop using it to store session data. What is Local Storage? I'm sorry if I was a bit grumpy earlier. You don't deserve that! Heck, you might not even be familiar with what local storage is, let alone be using it to store your session information! Let's start with the basics: local storage is a new feature of HTML5 that basically allows you (a web developer) to store any information you want in your user's browser using JavaScript. Simple, right? In practice, local storage is just one big old JavaScript object that you can attach data to (or remove data from). Here's an example of some JavaScript code that stores some of my personal info in local storage, echoes it back to me, and then (optionally) removes it: // You can store data in local storage using either syntax localStorage . userName = " rdegges " ; localStorage . setItem ( " favoriteColor " , " black " ); // Once data is in localStorage, it'll stay there forever until it is // explicitly removed alert ( localStorage . userName + " really likes the color " + localStorage . favoriteColor + " . " ); // Removing data from local storage is also pretty easy. Uncomment the lines // below to destroy the entries //localStorage.removeItem("userName"); //localStorage.removeItem("favoriteColor"); Enter fullscreen mode Exit fullscreen mode If you run the JavaScript code above in your browser on a test HTML page, you'll see the phrase “rdegges really likes the color black.” in an alert message. If you then open up your developer tools, you'll be able to see the that both the userName and favoriteColor variables are both stored in local storage in your browser: Now you might be wondering if there's some way to use local storage so that the data you store is automatically deleted at some point and you don't need to manually delete every single variable you put in there. Luckily, the HTML5 working group (shout out!) has your back. They added something called sessionStorage to HTML5 which works exactly the same as local storage except that all data it stores is automatically deleted when the user closes their browser tab. What's Cool About Local Storage? Now that we're on the same page about what local storage is, let's talk about what makes it cool! Even though the whole point of this article is to dissuade you from using local storage to store session data, local storage still has some interesting properties. For one thing: it's pure JavaScript! One of the annoying things about cookies (the only real alternative to local storage) is that they need to be created by a web server. Boo! Web servers are boring and complex and hard to work with. If you're building a static site (like a single page app, for instance), using something like local storage means your web pages can run independently of any web server. They don't need any backend language or logic to store data in the browser: they can just do it as they please. This is a pretty powerful concept and one of the main reasons that local storage is such a hit with developers. Another neat thing about local storage is that it doesn't have as many size constraints as cookies. Local storage provides at least 5MB of data storage across all major web browsers, which is a heck of a lot more than the 4KB (maximum size) that you can store in a cookie. This makes local storage particularly useful if you want to cache some application data in the browser for later usage. Since 4KB (the cookie max size) isn't a lot, local storage is one of your only real alternative options. What Sucks About Local Storage OK. We talked about the good, now let's spend a minute (or two!) talking about the bad. Local storage is soooo basic . WHEW. I feel better already getting that off my chest. Local storage is just an incredibly basic, simple API. I feel like most developers don't realize just how basic local storage actually is: It can only store string data. Boo. This makes it pretty useless for storing data that's even slightly more complex than a simple string. And sure, you could serialize everything including data types into local storage, but that's an ugly hack. It is synchronous. This means each local storage operation you run will be one-at-a-time. For complex applications this is a big no-no as it'll slow down your app's runtime. It can't be used by web workers =/ This means that if you want to build an application that takes advantage of background processing for performance, chrome extensions, things like that: you can't use local storage at all since it isn't available to the web workers. It still limits the size of data you can store (~5MB across all major browsers). This is a fairly low limit for people building apps that are data intensive or need to function offline. Any JavaScript code on your page can access local storage: it has no data protection whatsoever. This is the big one for security reasons (as well as my number one pet peeve in recent years). To keep it short, here's the only situation in which you should use local storage: when you need to store some publicly available information that is not at all sensitive, doesn't need to be used in a high-performance app, isn't larger than 5MB, and consists of purely string data. If the app you're using doesn't fit the above description: don't use local storage . Use something else (more on this later). Why Local Storage is Insecure and You Shouldn't Use it to Store Sensitive Data Here's the deal: most of the bad things about local storage aren't all that important. You can still get away with using it but you'll just have a slightly slower app and minor developer annoyance. But security is different. The security model of local storage IS really important to know and understand since it will dramatically affect your website in ways you may not realize. And the thing about local storage is that it is not secure ! Not at all! Everyone who uses local storage to store sensitive information such as session data, user details, credit card info (even temporarily!) and anything else you wouldn't want publicly posted to Facebook is doing it wrong. Local storage wasn't designed to be used as a secure storage mechanism in a browser. It was designed to be a simple string only key/value store that developers could use to build slightly more complex single page apps. That's it. What's the most dangerous thing in the entire world? That's right! JavaScript. Think about it like this: when you store sensitive information in local storage, you're essentially using the most dangerous thing in the world to store your most sensitive information in the worst vault ever created: not the best idea. What the problem really boils down to is cross-site scripting attacks ( XSS ). I won't bore you with a full explanation of XSS, but here's the high level: If an attacker can run JavaScript on your website, they can retrieve all the data you've stored in local storage and send it off to their own domain. This means anything sensitive you've got in local storage (like a user's session data) can be compromised. Now, you might be thinking “So what? My website is secure. No attacker can run JavaScript on my website.” And that's a reasonable point. If your website is truly secure and no attacker can run JavaScript code on your website then you are technically safe, but in reality that is incredibly hard to achieve. Let me explain. If your website contains any third party JavaScript code included from a source outside your domain: Links to bootstrap Links to jQuery Links to Vue, React, Angular, etc. Links to any ad network code Links to Google Analytics Links to any tracking code Then you are currently at risk for having an attacker run JavaScript on your website. Let's say your website has the following script tag embedded inside it: <script src= "https://awesomejslibrary.com/minified.js" ></script> Enter fullscreen mode Exit fullscreen mode In this case, if awesomejslibrary.com is compromised and their minified.js script gets altered to: Loop through all data in local storage Send it to an API built to collect stolen information ... then you are completely screwed. In this situation the attacker would have easily been able to compromise anything you had stored in local storage and you would never notice. Not ideal. As engineers, I think we're frequently susceptible to thinking that we would never embed third-party JavaScript in our websites. But in the real world, this scenario rarely plays out. At most companies, the marketing team directly manages the public website using different WYSIWYG editors and tooling. Can you really be sure that nowhere on your site are you using third-party JavaScript? I'd argue “no”. So to err on the side of caution and dramatically reduce your risk for a security incident: don't store anything sensitive in local storage . PSA: Don't Store JSON Web Tokens in Local Storage While I feel like I made myself clear that you should never ever store sensitive information in local storage in the previous section, I feel the need to specifically call out JSON Web Tokens (JWTs). The biggest security offenders I see today are those of us who store JWTs (session data) in local storage. Many people don't realize that JWTs are essentially the same thing as a username/password. If an attacker can get a copy of your JWT , they can make requests to the website on your behalf and you will never know. Treat your JWTs like you would a credit card number or password: don't ever store them in local storage. There are thousands of tutorials, YouTube videos, and even programming classes at universities and coding boot camps incorrectly teaching new developers to store JWTs in local storage as an authentication mechanism. THIS INFORMATION IS WRONG. If you see someone telling you to do this, run away! What to Use Instead of Local Storage So with all of local storage's shortcomings, what should you use instead? Let's explore the alternatives! Sensitive Data If you need to store sensitive data, you should always use a server-side session. Sensitive data includes: User IDs Session IDs JWTs Personal information Credit card information API keys And anything else you wouldn't want to publicly share on Facebook If you need to store sensitive data, here's how to do it: When a user logs into your website, create a session identifier for them and store it in a cryptographically signed cookie. If you're using a web framework, look up “how to create a user session using cookies” and follow that guide. Make sure that whatever cookie library your web framework uses is setting the httpOnly cookie flag. This flag makes it impossible for a browser to read any cookies, which is required in order to safely use server-side sessions with cookies. Read Jeff Atwood's article for more information. He's the man . Make sure that your cookie library also sets the SameSite=strict cookie flag (to prevent CSRF attacks), as well as the secure=true flag (to ensure cookies can only be set over an encrypted connection). Each time a user makes a request to your site, use their session ID (extracted from the cookie they send to you) to retrieve their account details from either a database or a cache (depending on how large your website is) Once you have the user's account info pulled up and verified, feel free to pull any associated sensitive data along with it This pattern is simple, straightforward, and most importantly: secure . And yes, you can most definitely scale up a large website using this pattern. Don't tell me that JWTs are “stateless” and “fast” and you have to use local storage to store them: you're wrong! Non-String Data If you need to store data in the browser that isn't sensitive and isn't purely string data, the best option for you is IndexedDB. It's an API that lets you work with a database-esque object store in the browser. What's great about IndexedDB is that you can use it to store typed information: integers, floats, etc. You can also define primary keys, handle indexing, and create transactions to prevent data integrity issues. A great tutorial for learning about (and using) IndexedDB is this Google tutorial . Offline Data If you need your app to run offline, your best option is to use a combination of IndexedDB (above) along with the Cache API (which is a part of Service Workers). The Cache API allows you to cache network resources that your app needs to load. A great tutorial for learning about (and using) the Cache API is this Google tutorial . Please Stop Using Local Storage Now that we've had a chance to talk about local storage, I hope you understand why you (probably) shouldn't be using it. Unless you need to store publicly available information that: Is not at all sensitive Doesn't need to be used in an ultra high performance app Isn't larger than 5MB Consists of purely string data ... don't use local storage! Use the right tool for the job. And please, please, whatever you do, do not store session information (like JSON Web Tokens) in local storage. This is a very bad idea and will open you up to an extremely wide array of attacks that could absolutely cripple your users. Have a question? Shoot me an email . Stay safe out there =) NOTE : For those of you who made it this far who are wondering why I didn't specifically call out Content Security Policy as a way to mitigate the effects of XSS, I specifically chose not to include this because it cannot help in the situation I described above. Even if you use CSP to whitelist all third-party JavaScript domains, that does nothing to prevent XSS if the third party provider is compromised. And while we're at it: subresource integrity (while cool) is also not a global solution to this issue. For most marketing tools, ad networks, etc. (which are by far the most commonly used types of third-party JavaScript), subresource integrity is almost never used as the providers of those scripts want to change them frequently so they can silently update functionality for their users. UPDATE : I'm not the only one who thinks you should never store anything sensitive in local storage. So does OWASP : ... In other words, any authentication your application requires can be bypassed by a user with local privileges to the machine on which the data is stored. Therefore, it's recommended not to store any sensitive information in local storage. Top comments (198) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Matthieu Balmes Matthieu Balmes Matthieu Balmes Follow Joined Jan 31, 2018 • Jan 31 '18 Dropdown menu Copy link Hide While some of your points are correct, suggesting to use sessions and cookies instead of JWT is missing the point. People using JWTs are most probably running a SPA and communicating with a pure stateless API. We don’t want to hear about sessions in this case. Storing a JWT in the cookies is perfectly OK and it has the advantage of not needing custom JS code to pass it to each HTTP request to your backend. But in some situations, like when your API is also used by your mobile app and it requires the "Authorization Bearer xxx" header instead of a cookie or when you’re making HTTP requests to multiple backends but with same JWT, it’s convenient to have your JWT in localStorage instead. Also, most modern JS frameworks (React, Angular, ...) nowadays produce concatenated and minified vendor scripts so you don’t have to include single scripts from third party locations. Like comment: Like comment: 100 likes Like Comment button Reply Collapse Expand Randall Degges Randall Degges Randall Degges Follow I'm just a happy programmer that likes to hack stuff. Location Bay Area, CA Education null Work Head of Developer Relations & Community at Snyk Joined Jan 22, 2018 • Feb 1 '18 Dropdown menu Copy link Hide Hey, this is a great point. But hear me out. Let's say you want to store a JWT in a cookie -- that's fine. BUT: the purpose of JWTs is to be stateless, right? Cookies are capped out at 4k, which means the JWT needs to be < 4k for this to work. Most stateless JWTs are > 4kb (this is quite easy to test, serialize a user from your DB into a compact'd JWT and look at the byte size -- I've done this on a lot of sample apps and in almost every case except the most simple the JWT is > 4kb). In this scenario, you've basically got to use local storage. Instead of doing that: why not just use a session cookie as I recommended? The downside is that you need to manage a cache on the API side, but this is easily doable. If you're using JWTs anyway (with local storage, let's say), you STILL NEED to have centralized sessions in some way to manage revocation. JWTs are insecure by design: they cache authentication/authorization data, so in order to work around their speed-vs-security tradeoff you've got to manage a revocation list centrally no matter what: otherwise you end up in situations where revoked permissions/data are being allowed through -- a poor scenario. Now, let's talk about your point about using the Authorization header. I hear this a lot: I think I will write another article about it as it's a common misconception. There is NO DIFFERENCE between sending auth data to a server in the Authorization header (with a bearer token) vs sending it to the server using a cookie. COokies are just HTTP headers as well. The difference is a few characters: Authorization: Bearer <token> vs Cookie: session=<signed(id)> Any server can parse either header. While you may not want to for some reason, there is nothing technical or bad about using a cookie for this purpose. I'd argue that the ONLY reason you need to use a JWT for auth is if you're using OpenID Connect, as for some reason the authors of the spec decided to standardize on JWTs for the ID token. In this case, using the JWT and putting it into an Authorization is actually required -- outside this case? Not at all. And re: scripts being minified/included... This does not apply to the biggest use case I mentioned in the article: third party tools. Things like GA, Optimizely, Kissmetrics, and all the other marketing/ad network tools that most companies use. There are definitely scenarios in which you can make yourself safe from XSS, but those situations are increasingly rare. As always, this article is only meant to provide guidance to the 99% of people who do this stuff blindly without thinking about it. In your case, you likely know the risk profile for what you're doing and can decide whether or not you want to take the risk. Like comment: Like comment: 43 likes Like Comment button Reply Collapse Expand Jonathan Gros-Dubois Jonathan Gros-Dubois Jonathan Gros-Dubois Follow Joined May 1, 2018 • May 1 '18 • Edited on May 1 • Edited Dropdown menu Copy link Hide One problem with the article is that the words 'never' and 'always' are used way too often. Also, the article says that localStorage is insecure quite often but doesn't give any evidence or examples. I would argue that localStorage is as secure as cookies (including httpOnly cookies). localStorage uses essentially the same security policy as cookies; one of its core principles is that a domain cannot access localStorage data that was created under a different domain so there is no chance that a website could steal data from a different website. Also, httpOnly cookies do not make your site any less vulnerable to XSS attacks; if the attacker manages to inject a malicious script into your front end, then they can use that script to make HTTP requests to your server (directly from the victim's browser) and your precious httpOnly cookie (containing the user's valid session ID) will be attached to every request so the server will service them without suspecting anything. The only real difference is that if the token (e.g. JWT) is in localStorage then the attacker can steal the token to use later (same goes for regular non-httpOnly cookies BTW)... Which is hardly a convenience because it's more advantageous for the attacker to carry-out the attack in-place from the victim's browser rather than from the attacker's own machine (thus allowing their IP to be traced directly). Also, with JWTs, it's good practice to set short expiry dates. If you're using WebSockets you can even issue JWTs with 10 minute expiry (for example) and re-issue a new one automatically every 8 minutes if the user is still connected and logged in; then when the user logs out or becomes disconnected; their last issued JWT will become invalid in only 10 minutes (at which point it becomes completely useless to an attacker). Also, it's not recommended practice to store large amounts of data inside a JWT because of the overhead of having to send it with every request/connection. Like comment: Like comment: 307 likes Like Thread Thread Luis Morales Luis Morales Luis Morales Follow Joined Jul 13, 2018 • Jul 13 '18 • Edited on Jul 13 • Edited Dropdown menu Copy link Hide woow this is one of the best comments in this post. Like comment: Like comment: 24 likes Like Thread Thread rugk rugk rugk Follow 500 Internal bio error Location Germany Joined Jul 11, 2018 • Oct 28 '18 Dropdown menu Copy link Hide Indeed the original article totally misses the point that local storage is by no means less secure than any other part of your website. If you have an XSS, you are flawed. That's actually the reason why XSS attacks are so serious/bad. Like comment: Like comment: 27 likes Like Thread Thread Ivan Kleshnin Ivan Kleshnin Ivan Kleshnin Follow Email ivan@paqmind.com Joined Apr 2, 2019 • Apr 2 '19 • Edited on Sep 2 • Edited Dropdown menu Copy link Hide If you fetch from the browser, you don't get cookies. You have to add {credentials: "include"} . And that requires a whitelisting on the server. So no, it's no so easy to get httpOnly cookie content in browser as you describe. It requires a TRACE method or other known vulnerability or bug to expose them. Pls. prove me wrong if you think otherwise. Other than that, I agree with your point. When an app has an XSS injection there are tons of attack vectors a hacker can take. This article is mostly a FUD, unfortunately. Like comment: Like comment: 12 likes Like Thread Thread Maciej Sopyło Maciej Sopyło Maciej Sopyło Follow Joined Dec 2, 2018 • Apr 19 '19 Dropdown menu Copy link Hide His point was that you don't need to read the cookie if you can send requests when the user is on the compromised website. Like comment: Like comment: 15 likes Like Comment button Reply Collapse Expand George Mauer George Mauer George Mauer Follow Joined Dec 30, 2018 • Jun 19 '19 Dropdown menu Copy link Hide you've got to manage a revocation list centrally This might be true for Google or Amazon but is not actually true for the majority of applications out there I would argue. You find out a token is compromised? Just regenerate your signing key. Yes every application user will have to log in again but that is a perfectly acceptable action for most applications. Like comment: Like comment: 11 likes Like Comment button Reply Collapse Expand inf3rno inf3rno inf3rno Follow Joined Nov 16, 2017 • Nov 19 '19 Dropdown menu Copy link Hide I don't think you understand that APIs don't scale with sessions maintained on server side. That's why we no longer use session cookies. Storing JWT in http only cookies is not perfect, but ok from scalability perspective. Like comment: Like comment: 4 likes Like Thread Thread Branislav Lazic Branislav Lazic Branislav Lazic Follow Joined May 25, 2020 • Feb 18 '21 Dropdown menu Copy link Hide First of all, you’ll need hundreds, if not even thousands of requests per second until your API stops scaling. Second thing, sessions can be serialized and stored in an external data store such as Redis or even Postgres. This way, you may easily scale up or down your API since you moved session state outside of your service. Yes, you will need to take a look at that data store each time when you want to check session validity, but this is very fast. The issue is that session data store becomes a single point of failure, but so is modern authentication service such as Keycloak. If Keycloak goes down, users will start to log out as soon as their JWT’s start expiring since it will be unable to issue new JWT’s. Third and final thing, a common sense. As I already wrote, it will take hundreds or thousands of requests per second before you need to scale to additional instance. In my experience, an app which handles 200-500 requests generates so much money that you can afford to rewrite your authentication layer from scratch implementing your fancy stateless tokens. Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand David Joseph Kamer David Joseph Kamer David Joseph Kamer Follow A developer who likes comedy and philosophy. Location Indiana Joined Jul 27, 2018 • Jan 7 '20 Dropdown menu Copy link Hide JWTs aren't inherently unsafe. I like that JWTs are signed by a server side secret, and I like the flow that creates during auth. Depending on how secure the app needs to be, I've even stored user agent and remote address info in a JWT, signing it with a user specific secret. I had the JWT checked for all of that as accurate against headers and then refreshed the sign/verify secret if the JWT had data that was bad in it. Most apps can get away with an expiry on a JWT and increase performance, this decreasing energy usage, this decreasing environmental impact of your code. The CIA of information (Confidentiality, Integrity, Availability) is held strong. OP only focuses on Confidentiality for some reason. Like comment: Like comment: 3 likes Like Thread Thread Branislav Lazic Branislav Lazic Branislav Lazic Follow Joined May 25, 2020 • Feb 19 '21 • Edited on Feb 19 • Edited Dropdown menu Copy link Hide JWT is inherently unsafe for the sole purpose it cannot be immediately invalidated. The only way to force invalidation is to change a signing key. If you’re blacklisting JWT’s, then you’re using it wrong. Blacklisting requires preserving a state and checking against it. If you’re saving them, then you’re using them wrong (there’s no a plus in scalability over sessions). If you’re using refresh tokens, then again, you have a state. Plus, it leads to number of bad practices, such as storing them in local storage which can be exposed to XSS attacks, use of long lived JWT’s, or storing sensitive informations in their payload. What would be the correct way to use them? Probably by having a dedicated authentication server like Keycloak which can use short lived JWT’s in combination with refresh tokens and key rotation. But, do you really need such a complicated architecture in the end of the day? Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Moody Salem Moody Salem Moody Salem Follow Software engineer, Ethereum enthusiast, based in NYC Location New York City Work Software Engineer at Google Joined Jan 27, 2020 • Jan 27 '20 Dropdown menu Copy link Hide Content-security-policy for XSS + subresource integrity hashes for third party hosted libraries, or just compile in the third party tool like google analytics, e.g. npmjs.com/package/analytics There are many improvements being made to the security of single page applications (HSTS en.wikipedia.org/wiki/HTTP_Strict_... , certificate transparency en.wikipedia.org/wiki/Certificate_... ) that make storing sensitive information in JS about as safe as storing them in a mobile app. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Ethan Fremen Ethan Fremen Ethan Fremen Follow Joined May 7, 2017 • Feb 1 '18 • Edited on Feb 1 • Edited Dropdown menu Copy link Hide I think you’re misreading him. He doesn’t say “don’t use JWT” he’s just saying “don’t stick your JWT in local storage”. Yes, it’s convenient. It’s also convenient to just leave the key to my house in the lock, but it means anyone who can get to the door can get in. Like comment: Like comment: 23 likes Like Comment button Reply Collapse Expand Mig Mig Mig Follow I am a Dev Joined Jan 12, 2020 • Jan 12 '20 Dropdown menu Copy link Hide JWTs are insecure by design Considering JWT are most likely used for security, it is pretty much urging not to use them. Unless you need a token for accessing public data. Many people don't realize that JWTs are essentially the same thing as a username/password. This one is a stretch and if you go this way, then that is true for pretty much everything used for security nowadays. It is true for cookies. It is true for SSH keys, etc. Any written access that replaces your password can be exploited in a way or another. Your example with keys is interesting because even if it is not bulletproof, then you are better off typing your password on each request. Except it's not practical. Don't get me wrong, the article is interesting and everybody should understand the danger of all these practices. But then people will be waiting for the alternative. And mentioning an alternative is the worst thing to do because people will prove you wrong, because nothing is unbreakable. You're better off warning and help them make sure they are making their best to secure the way they use the current tool. Like comment: Like comment: 9 likes Like Comment button Reply Collapse Expand Betsy Haibel Betsy Haibel Betsy Haibel Follow Autodidactic to a fault. Location Washington, DC Work CTO at Cohere, LLC Joined Oct 30, 2018 • Oct 30 '18 Dropdown menu Copy link Hide Here's a question: in what contexts do SPAs need to use bearer token auth, and is this truly an ideal? There's only one class of SPAs which CAN'T use cookie auth -- namely, SPAs using a statically served application shell. This is an architectural decision with a lot of tradeoffs to it. On the plus side S3 is cheap, there's a certain theoretical purity to having your web frontend go #serverless, and you only need to maintain one form of API authentication. On the minus side, you have to greenspin literally everything that the browser gives you for free.... like the nice security properties of cookie auth. There's nothing wrong with maintaining a simple, stupid edge service that exists to maintain sessions & proxy requests to your API. It feels pretty oldschool, but it works pretty well. And if (when) your web frontend winds up wanting a sliiiiightly different API than your mobile app, having an edge service already in place makes that trivial! Most existing SSR frameworks (Next, Nuxt...) can serve this purpose without too much modification of an existing app-shell-style SPA. Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Stefanos Kouroupis Stefanos Kouroupis Stefanos Kouroupis Follow Studied Surveying Engineering and became a Software Engineer. Location Leicester Education Mphil in Geomatic Engineering Work Principal Software Engineer at Cloudcall Joined Apr 14, 2019 • Sep 16 '19 Dropdown menu Copy link Hide You can work around statically served apps and authentication if you use a concept of an API gateway like Kong. I my case statically served apps are only allowed to go through a Kong like service...in which we can control authentication, rate limiting etc Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Pierre Pierre Pierre Follow Joined Dec 17, 2023 • Dec 17 '23 Dropdown menu Copy link Hide There is another class of SPAs that cannot use cookies: Those that are supposed to work inside an iframe. Third party cookies are denied in any third party http request in Safari already and Chrome is coming. Firefox did the right thing and still allow them while preventing unwanted tracking. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Daniel Little Daniel Little Daniel Little Follow I'm a Software Engineer based in Australia. I enjoy Type Safety, Functional Programming, Event Driven Systems and building good Team Culture. People first. Location Brisbane, Australia Education Bachelor of Information Technology Work Lead Developer at RuleFour Joined Apr 20, 2019 • Feb 20 '23 Dropdown menu Copy link Hide Another great resource to look at is the BFF pattern, worth looking into to explore the idea in this post further. docs.duendesoftware.com/identityse... youtube.com/watch?v=UBFx3MSu1Rc Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand crazy4groovy crazy4groovy crazy4groovy Follow Joined Feb 23, 2017 • Jan 30 '18 Dropdown menu Copy link Hide Good article and good awareness. However.... Quote: "If an attacker can run JavaScript on your website, they can retrieve all the data you've stored in local storage and send it off to their own domain." Edit: "If an attacker can run JavaScript on your website, you're ka-pooched, and a local jwt is the least of your worries." Like comment: Like comment: 88 likes Like Comment button Reply Collapse Expand Kwabena Bio Berko Kwabena Bio Berko Kwabena Bio Berko Follow Software Engineer Location Accra, Ghana Education Bsc. Computer Science Work Software Engineer Joined Oct 16, 2017 • Jan 31 '18 Dropdown menu Copy link Hide 😂😂😂 Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Adam Parkin Adam Parkin Adam Parkin Follow The Codependent Codr. :) Location Victoria, BC, Canada Education BSc & MSc in Computer Science (University of Victoria) Work Python Engineer Joined Mar 16, 2017 • Jun 5 '19 Dropdown menu Copy link Hide "If an attacker can run JavaScript on your website, you're ka-pooched, and a local jwt is the least of your worries." Have you ever used jQuery or any other 3rd party JS library on your site? How certain are you that that 3rd party does nothing malicious? How certain are you that 3rd party library hasn't been compromised? Not even the library: if you're using one, you're probably pulling from a CDN right? How certain are you that CDN hasn't been compromised to serve a different version of the library than what you think you're getting? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand crazy4groovy crazy4groovy crazy4groovy Follow Joined Feb 23, 2017 • Jun 6 '19 • Edited on Jun 6 • Edited Dropdown menu Copy link Hide "How certain are you that that 3rd party does nothing malicious?" I'm not very certain. But you're missing the point. If the library is tainted, what can it do? Much, much worse than the worst case scenario here. That's the point. It's like duct tape to fix the titanic. It's like humans in a Marvel movie. Useless. Just like Xavier, a compromised lib can mind-control the poop out of your app and wreak havoc for your users, and there's nothing you can do about it. XSS is a security rabbit hole. When you understand what a tainted lib can do, you realize how trivial this article's point is. That is my only point. Part of the problem with the proposed solution in this article is that cookies are tied to a specific domain. That makes it much harder and clunky to use third party security services like Auth0. Also, scalability does become a MUCH harder issue with server-side sessions; I don't care what this article says. Best idea to overcome your tainted paranoia is to use script's integrity attribute, eg: <script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.slim.min.js" integrity="sha256-pasqAKBDmFT4eHoN2ndd6lN370kFiGUFyTiUHWhU7k8=" crossorigin="anonymous"></script> Enter fullscreen mode Exit fullscreen mode Like comment: Like comment: 20 likes Like Comment button Reply Collapse Expand Pedro M. M. Pedro M. M. Pedro M. M. Follow 🇪🇸-ish dev | ✉️ devto﹫pedro.to (copy/paste won't work). Location Granada Joined Jan 30, 2018 • Jan 31 '18 • Edited on Mar 2 • Edited Dropdown menu Copy link Hide Good article but I disagree. IMHO storing JWT in localstorage is ok. I mean, what is actually not ok given your examples is to be vulnerable to XSS attacks, or using third party scripts/infrastructure you don't trust, in both cases the local stored jwt is the least of your worries –as crazy4groovy points out–. Here's the thing, we need to store something on client side so they don't have to type the user/password each time we're making a request to the server and yeah EVERYTHING on client side is meant to be insecure. But, does it mean that, for example, browsers shouldn't let users save user/password because third party extensions, etc. can access to them? Hell no. Yes, if you have the jwt you can access, but is it that bad? That's why they're called bearer tokens: you have one, you can access then. It's like a check payable to cash: they are payable to anyone who presents them. Does it mean that the bank should hire a bodyguard for you? Probably not. Okeey! I digress, but the point is we need a balance between security and ease. No way I'm using cryptographically signed cookies for storing just a user token for a social network. However, if I were a bank website I would do exactly this. On the other hand, I agree with the sensitive data point. There is no need for storing sensitive data like addresses or credit cards into the localStorage. Sorry for the long talk, too much text for a non native speaker like me:) Like comment: Like comment: 63 likes Like Comment button Reply Collapse Expand Randall Degges Randall Degges Randall Degges Follow I'm just a happy programmer that likes to hack stuff. Location Bay Area, CA Education null Work Head of Developer Relations & Community at Snyk Joined Jan 22, 2018 • Feb 1 '18 Dropdown menu Copy link Hide Hey! Thanks for the comment. Storing a JWT in local storage is fine -- the point of this article is to explain to the 99% of developers who do this without thinking about it why it is bad and not recommended by OWASP and security people. Obviously, if you are aware of the risks and choose to do so anyway, that's fine. The tradeoff of using a JWT really comes down to this: speed vs security. JWTs are basically opting for speed (and a very minimal amount of speed, I might add) over security. JWTs were not designed to be used for authentication or authorization data. They were designed to be used as one-time, short-expiration tokens to pass signed data from A->B. Using them as a way to "securely" store session data is abusing them in ways that are directly contrary to a secure mindset. I guess if I could summarize my thoughts about your comment, I'd say this: IMO, using session cookies is not only faster/more secure, but far simpler and safer for 99% of developers to use. If you're in the 1% who knows what you're doing and is willing to make the tradeoff, go for it. But for 99% of people out there, it's a bad idea. Like comment: Like comment: 15 likes Like Comment button Reply Collapse Expand Jonathan Gros-Dubois Jonathan Gros-Dubois Jonathan Gros-Dubois Follow Joined May 1, 2018 • May 1 '18 • Edited on May 1 • Edited Dropdown menu Copy link Hide Maybe it wasn't the intention but I feel that this article is contributing to hysteria around JWTs/localStorage. I do software consulting related to an open source project I created and now I feel that I keep having to explain to my clients/companies over and over again why using a cookie would not make things more secure in their case. I've even been asked to re-implement a perfectly secure authentication system because a security firm that my client was using recommended that they should stop storing their JWTs inside localStorage and that they should store it in the app memory as a global variable instead (as if that was any safer from XSS) - Also the JWTs had a 10 minute expiry so quite safe. The problem is now that a lot of security consultancies are full of people who like to use articles like this to make blanket decisions on behalf of their clients in order to save them the ordeal of actually having to think about each company's case on an individual basis. Like comment: Like comment: 49 likes Like Thread Thread Derek Derek Derek Follow Joined Jul 19, 2018 • Jul 19 '18 Dropdown menu Copy link Hide I just want to jump in real quick as one of those people who like to use articles like this to make blanket decisions. A few points as why security people say not to store session data in JWT and LocalStorage. Out of the box yes LocalStorage is more secure than a cookie for session data, however with the optional flag SameSite cookies are now equal to LocalStorage with built-in anti CSRF protections from the browser. Adding the HTTPOnly flag bring cookies to a higher level than LocalStorage. This is because now client-side JavaScript cannot access the cookies. The last part is where the recommendation to use cookies over LocalStorage is made in relation to potential exposure from XSS. Outside of XSS or vulnerabilities in the browser itself both are limited to exposure from physical access on the client-side in a general risk perspective. The biggest risk for both options from a security perspective is XSS and while some may be confident in their ability to not introduce XSS, I can say that even the most experienced developers can have a hard time preventing XSS. I won't dive into too specific details but a shockingly common bypass to a lot of anti-XSS solutions is to switch the method from GET to POST or POST to GET in a request. Some popular frameworks even allow submitting GET parameters in the body which is completely wrong from the RFC point of view. The pervasiveness of XSS is why security people make the recommendation, we like to think in layers so if XSS is somehow introduced into the application you still have the layer from HTTPOnly on the cookie verse no additional layer on the LocalStorage side. TLDR: LocalStorage out of the box is less insecure, but cookies offer more security than LocalStorage when done right. Security people aren't blindly making the recommendation there is a reason. Like comment: Like comment: 9 likes Like Thread Thread Jonathan Gros-Dubois Jonathan Gros-Dubois Jonathan Gros-Dubois Follow Joined May 1, 2018 • Sep 15 '18 • Edited on Sep 15 • Edited Dropdown menu Copy link Hide I would argue that using an httpOnly cookie doesn't add any security. At best you could say that it might make it slightly less convenient for an attacker to carry out the XSS attack. I wrote a more detailed technical explanation here: dev.to/jondubois/comment/373l Like comment: Like comment: 19 likes Like Thread Thread Brice Ruth Brice Ruth Brice Ruth Follow Joined Mar 11, 2019 • Mar 11 '19 Dropdown menu Copy link Hide Concur. There's no threat modeling that I could think of that would hold up httpOnly as being a significant factor if the threat vector up to that point has already leveraged XSS - so your local JS context is already 0wned - at this point, the exploit code just needs to directly execute from the compromised browser instead of sending the auth token to a remote server to be exploited from there. Considering the local context is already compromised, that hardly seems more than an inconvenience to the attacker, as jondubois indicated. Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Erebos Manannán Erebos Manannán Erebos Manannán Follow Location Estonia Education Autodidact Joined Mar 12, 2017 • Jan 30 '18 Dropdown menu Copy link Hide Yep, it seems to me that people started working with microframeworks on nodejs etc. thinking they understood what they were doing, then realized they're missing all the convenient features they used to have and didn't have a clue of how they were implemented so they just picked some things that sounded cool (JWT & localStorage) and went with those without even a single second of thought as to "why isn't everyone doing this?" or similar. Secure information, such as session information, should almost universally be stored in httpOnly & secure cookies, potentially with SameSite=strict . I just don't see any reason for JS to touch the cookies in general, just use a /me endpoint or similar to check if you're logged in and to fetch your user's information so you don't need to touch the secure cookies. Like comment: Like comment: 10 likes Like Comment button Reply Collapse Expand Kyle Pollich Kyle Pollich Kyle Pollich Follow Lancaster, PA Full Stack Dev. Node, React, GraphQL. Location Lancaster, PA Education BS Computer Science - Millersville University Work Software Engineer at Ridwell Joined Sep 3, 2017 • Jan 31 '18 Dropdown menu Copy link Hide The /me endpoint solution doesn't work with a stateless API. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Betsy Haibel Betsy Haibel Betsy Haibel Follow Autodidactic to a fault. Location Washington, DC Work CTO at Cohere, LLC Joined Oct 30, 2018 • Oct 30 '18 • Edited on Oct 30 • Edited Dropdown menu Copy link Hide Can you clarify what you mean by a "stateless" API? If I'm reading you right, the concept seems kind of nonsensical to me. I'm going to respond to what I think you're saying, but I'm worried that I'm constructing a strawman in doing so. I see three worlds in which a /me endpoint wouldn't be "stateless." The first is a world in which the current user is considered a form of state. Whether that's true in some absolute sense is an abstract philosophical question. The more practical question: if we're considering tracking the current user (ie "performing authentication") to be antithetical to a stateless API, then how are we supposed to then perform authorization? Is everyone just supposed to be allowed to do/see everything? The second: if you're using a /me endpoint to retrieve user data, in lieu of retrieving it from a cookie, presumably some earlier interaction has logged the user in. I suppose there's implicit state in the fact that those two interactions must occur in order. But even if we're using bearer token auth, that token needs to have been generated somehow. Complaining about the presence of that state doesn't seem very practical to me. The third: cookies are inherently stateful because they require session data to be present on the server. This | 2026-01-13T08:48:30 |
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We’re delighted and amazed by the tools and services this community creates by harnessing the power of X data. As part of our commitment to this community, we aim to provide data access that is open and fair for developers, safe for people on X, and beneficial for the X platform as a whole. To further these goals we’ve crafted the Developer Policy as a guide to help people understand our rules and expectations about appropriate API and X Content usage. This Developer Policy (“ Policy ”) provides rules and guidelines for developers who interact with X’s ecosystem of applications, services, website, web pages and content. It is part of your contract with X governing access to and use of the X API and X Content (either as part of the Developer Agreement or other written agreement with X). Policy violations are considered violations of your agreement. This Policy may be changed from time to time without notice. Capitalized terms used in this Policy, which are not defined in this Policy, will have the respective meanings ascribed to them in the Developer Agreement or the Master License Agreement. Using this policy We’ve structured this policy to make it as easy to follow as possible. Please keep information from the following policy sections top of mind as you use the X API and X Content: 1. Set Yourself Up for Success - You are responsible for complying with all X policies. It’s important that you review and understand this Policy, as well as the policies we link to in this document, before you access the X API and X Content. The time spent reviewing our policies may save you hours of rework down the road. 2. Privacy and Control are Essential - Protecting and defending the privacy of people on X is built into the core DNA of our company. As such, we prohibit the use of X data in any way that would be inconsistent with people’s reasonable expectations of privacy. By building on the X API or accessing X Content, you have a special role to play in safeguarding this commitment, most importantly by respecting people’s privacy and providing them with transparency and control over how their data is used. 3. Follow the Platform Usage Guidelines - Getting approved to access the X API and X Content is just the first step. Our Platform Usage Guidelines should be your first stop anytime you have questions about how to ensure policy compliance for your planned use of the X platform. We’ve provided a lot more detail on what each of these three key sections mean below. Please review them carefully to ensure that your usage of the X API and X Content is consistent with our policies. If we believe you are in violation of this Policy (or any other X policy), we may suspend or permanently revoke your access to the X API and X Content. Finally, please note that X may monitor your use of the X API to improve the X Applications, to examine any commercial use, and to ensure your compliance with your approved use case and this Policy. Thanks for reading, and thank you for building with us! We look forward to seeing what you create! Chapter 1 Set yourself up for success Set yourself up for success Set yourself up for success Set yourself up for success You can avoid many potential pitfalls while using the X API by ensuring that your service has been built the right way from day 1. This section of the Developer Policy contains rules that all developers must follow before using the X API or X Content. The Free, Basic, and Pro plans (as described at developer.x.com/en ) are designed for hobbyists, commercial prototyping, early-stage X product integrations, and supporting applications with limited end-users. If you use the X API and X Content beyond this scope, then you must apply (or already subscribe to) an Enterprise plan (as described at developer.x.com/en ). We review all proposed uses of the X developer platform to verify policy compliance — so you’re required to disclose (and update, as applicable) your planned use of the X API and X Content in order to be granted and to maintain access. All new developers must apply for a developer account to access the X API. Current developers without an approved developer account must apply for one as directed to do so by X. As part of this process, you’ll need to provide us with a written description of your intended uses of the X API and X Content. Your use case description is binding on you, and any substantive deviation from it may constitute a violation of our rules and result in enforcement action. You must notify us of any substantive modification to your use case and receive approval before you may begin using X Content for that new purpose. Failure to do so may result in suspension and termination of your API and data access. By building on the X API or accessing X Content, you must comply with ALL X policies. These include this Developer Policy , the Automation Rules , the Display Requirements , the API Restricted Uses Rules , the X Rules , and the X Brand Resources , as well as any other agreements you enter into with X relating to your use of the X API or X Content, including but not limited to the Developer Agreement or a Master Licensing Agreement or Order (as applicable). You must also comply with any modifications to these policies and any new policies launched by X. It is your responsibility to monitor the use of your service and to design your service to prevent violations of X policy by people who use it. Failure to do so may result in suspension or termination of your API and X Content access. You may not register multiple applications for a single use case or substantially similar or overlapping use cases. In this context, a “use case” is a consistent set of analyses, displays, or actions performed via an application. "White label" versions of a tool or service are not permissible. If you plan to “white label” versions of your application, you must notify and receive separate approval from us. As a single exception to these rules, you may create and use a maximum of 3 applications for development, staging, and production instances of the same service. These apps must be registered to a single account, and should be clearly identified (in the name and description) as dev, staging, and prod instances of a single service. You may not use development or staging applications for production purposes. You must keep all API keys or other access credentials private. You may not use, and may not encourage or facilitate others to use, API keys or other access credentials owned by others. Your license agreement with X limits your use of the X API and X Content. Among other things, the X API has rate limits which help to ensure fair data usage and to combat spam on the platform. You may not exceed or circumvent rate limits, or any other limitations or restrictions described in this Policy or your agreement with X, listed on the Developer Site , or communicated to you by X. You may not remove or alter any proprietary notices or marks on X Content received via the X API. This helps to make sure that people know where X Content is coming from, and who it belongs to. For data integrity and platform health reasons, you may not interfere with, intercept, disrupt, or disable any features of the X API or the X service. In other words, use the APIs as intended and documented on developer.x.com . Refer to our HackerOne guidelines for more details about acceptable use. Chapter 2 Privacy and control are essential Privacy and control are essential Consent & permissions Content compliance Off-X matching Your privacy policy Using geo-data X passwords Privacy and control are essential Consent & permissions Content compliance Off-X matching Your privacy policy Using geo-data X passwords Privacy and control are essential X takes privacy seriously, and we expect everyone using X Content and the X API to do the same. Any use of the X developer platform, X API, or X Content in a manner that is inconsistent with peoples’ reasonable expectations of privacy may be subject to enforcement action, which can include suspension and termination of API and X Content access. Your commitment to privacy and control must extend to all uses of X Content and all aspects of the service that you build using our API. To that end, the people using your service must understand and consent to how you use their data, and how you access X on their behalf. This can be accomplished through providing people with a clear, comprehensive, and transparent privacy policy, as well as ensuring that you get express and informed consent from each person using your service before taking any action on their behalf. Please note that a person authenticating into your service does not by itself constitute consent. Consent & permissions In particular, you must get express and informed consent from people before doing any of the following: Taking any actions on their behalf. This includes (but is not limited to): Posting content to X Following/unfollowing accounts Modifying profile or account information Adding hashtags or any other content to Posts Republishing content accessed by means other than via the X API or other X tools Using someone’s X Content to promote a product or service Storing non-public content such as Direct Messages (DMs), or any other private or confidential information Sharing or publishing protected content, or any other private or confidential information If your service allows people to post content to X you must do the following before publishing: Show exactly what will be published Make it clear to people using your service what geo information (if any) will be added to the content If your service allows people to post content to both your service and X, you must do the following before publishing: Obtain permission to post the content Explain where you will post the content You must respect the protected and blocked status of all X Content. You may not serve content obtained using one person’s authentication token to a different person who is not authorized to view that content. Protected accounts: A protected account ’s content is only available to people who have been approved by the owner to follow that account. So, if you run a service that accesses protected accounts, you may only do so to serve such content to the specific people with permission to view that content. Blocked accounts: People on X are able to block access to their accounts for any reason they choose. Commingling information obtained from tokens (or any other API-based action) to bypass this choice is not permitted. As Direct Messages (DMs) are non-public in nature, services that provide DM features must take extra steps to safeguard personal privacy. You may not serve DM content to people who are not authorized to view that content. If your service provides DM functionality you must also: Notify people if you send read receipt events for DMs. You can do this by providing a notice directly in your service, or by displaying read receipts from other participants in a conversation. Get consent before configuring media to be sent in a DM as "shared" (i.e. reusable across multiple DMs). If you do allow media in a DM to be “shared,” you must provide a clear notice that this content will be accessible to anyone with the media’s URL. Content compliance If you store X Content offline, you must keep it up to date with the current state of that content on X. Specifically, you must delete or modify any content you have if it is deleted or modified on X. This must be done as soon as reasonably possible, or within 24 hours after receiving a request to do so by X or the applicable X account owner, or as otherwise required by your agreement with X or applicable law. This must be done unless otherwise prohibited by law, and only then with the express written permission of X. Modified content can take various forms. This includes (but is not limited to): Content that has been made private or gained protected status Content that has been suspended from the platform Content that has had geotags removed from it Content that has been withheld or removed from X Off-X matching We limit the circumstances under which you may match a person on X to information obtained or stored off-X. Off-X matching involves associating X Content, including a X @handle or user ID, with a person, household, device, browser, or other off-X identifier. You may only do this if you have express opt-in consent from the person before making the association, or as described below. In situations in which you don’t have a person’s express, opt-in consent to link their Xidentity to an off-X identifier, we require that any connection you draw be based only on information that someone would reasonably expect to be used for that purpose. In addition, absent a person’s express opt-in consent you may only attempt to match your records about someone to a X identity based on: Information provided directly to you by the person. Note that records about individuals with whom you have no prior relationship, including data about individuals obtained from third parties, do not meet this standard; and/or Public data. “Public data” in this context refers to: Information about a person that you obtained from a public, generally-available resource (such as a directory of members of a professional association) Information on X about a person that is publicly available, including: Posts Profile information, including an account bio and publicly-stated location Display name and @handle Your privacy policy You must display your service’s privacy policy to people before they are permitted to download, install, or sign up to your service. It must disclose at least the following information: The information that you collect from people who use your service How you use and share that information (including with X) How people can contact you with inquiries and requests regarding their information Your privacy policy must be consistent with all applicable laws, and be no less protective of people than X’s Privacy Policy and the privacy policy of our other services and corporate affiliates . You must cease your access to the X API and the use of all X Content if you are unable to comply with your and/or X’s Privacy Policy. Using geo-data Use of geo data comes with additional restrictions due to the sensitive nature of this information. If your service adds location information to Posts, you must disclose to people: When you add location information Whether you add location information as a geotag or annotations data Whether your location information is listed as a place, or as geographic coordinates If your application allows people to post with their location you must comply with X’s geo guidelines in full. Any use of location data or geographic information on a standalone basis is prohibited. You may not (and may not permit others to) store, aggregate, or cache location data and other geographic information contained in X Content, except as part of a Post. For example, you may not separate location data or geographic information out from Posts to show where individuals have been over time. Heat maps and related tools that show aggregated geo activity (e.g., the number of people in a city using a hashtag) are permitted. X passwords You may not store X passwords, or request that people provide their X password, account credentials, or developer application information (including consumer key) to you directly. We suggest the use of Sign-in with X as the authentication tool to link your service and people on X. Chapter 3 Platform usage guidelines Platform usage guidelines Spam, bots, and automation X performance benchmarking Public display of Posts Content redistribution Pay to engage Service authenticy X name, logo, and likeness Advertising on X Platform usage guidelines Spam, bots, and automation X performance benchmarking Public display of Posts Content redistribution Pay to engage Service authenticy X name, logo, and likeness Advertising on X Platform usage guidelines Have you taken care to review X’s policies and set up your API access the right way? Does your service follow X’s privacy and control guidelines? If you can answer yes to these two questions, then you are ready to start using the X API and X Content. X’s Platform Usage Guidelines provide the assistance needed to ensure that your use of X Content is compliant from day 1 throughout the lifecycle of your service. We suggest reviewing these rules on a regular basis to make sure that your integration is operating in a way that is safe and beneficial to people on X and the X platform as a whole. Spam, bots, and automation The use of the X API and developer products to create spam, or engage in any form of platform manipulation, is prohibited. You should review the X Rules on platform manipulation and spam , and ensure that your service does not, and does not enable people to, violate our policies. Services that perform write actions, including posting Posts, following accounts, or sending Direct Messages, must follow the Automation Rules . In particular, you should: Always get explicit consent before sending people automated replies or Direct Messages Immediately respect requests to opt-out of being contacted by you Never perform bulk, aggressive, or spammy actions, including bulk following Never post identical or substantially similar content across multiple accounts If you’re operating an API-based bot account you must clearly indicate what the account is and who is responsible for it. You should never mislead or confuse people about whether your account is or is not a bot. A good way to do this is by including a statement that the account is a bot in the profile bio. X performance benchmarking You may not use the X API to measure the availability, performance, functionality, or usage of X for benchmarking, competitive, or commercial purposes. For example, you should never use the X API to: Calculate aggregate X metrics, such as the total number of Monthly Actives (MAs) or Daily Actives (DAs) Calculate aggregate X Post metrics, such as the total number of Posts posted per day, or the number of account engagements Measure or analyze the responsiveness of X Measure or analyze spam or security on X, except as permitted below We support research that helps improve conversational health on X. You may not publicly disclose any research or findings concerning, or develop, create, or offer services using, the X API or X Content that measure, analyze, or attempt to identify behaviors or content which violate X policies without express written permission from X. DSA Researchers: If you need to contact X relating to access under Art. 40 of the Digital Services Act, please contact EU-Questions@X.com . If you wish to apply for researcher access, please submit an application . Public display of Posts You must maintain the integrity of all X Content that you display publicly or to people who use your service. If you don’t use X for Websites to display content, then you must use the X API to retrieve the most current version available for display. If displayed content ceases to be available through the X API, then you must remove it from your service as soon as reasonably possible, or within 24 hours after the receipt of a removal request from X, or the applicable X account owner, or as otherwise required by applicable law. There are specific rules you must follow if you display X Content offline. Follow the guidelines for using Posts in broadcast if you display Posts offline. If you embed or display Posts, you must contact us about your X API access if your site exceeds 10 million daily impressions. X reserves the right to require additional terms as a condition to your use of the X API. Additional restrictions on X for Websites developer use include: Embedded Posts and/or embedded timelines You must provide people with legally sufficient notice that fully discloses X’s collection and use of data about browsing activities on your website, including for interest-based advertising and personalization. You must also obtain legally sufficient consent from people for such collection and use You must provide legally sufficient instructions on how people can opt out of X’s interest-based advertising and personalization as described here X for Websites widgets You must ensure that people are provided with clear and comprehensive information about, and consent to, the storing and accessing of cookies or other information on their devices as described in X’s cookie use , where providing such information and obtaining such consent is required by law Services targeted to children under 13 Services targeted to children under 13 must opt out of tailoring X in any embedded Post and/or embedded timelines by setting the opt-out parameter to be ‘true’ as described here Content redistribution The best place to get X Content is directly from X. Consequently, we restrict the redistribution of X Content to third parties. If you provide X Content to third parties, including downloadable datasets or via an API, you may only distribute Post IDs, Direct Message IDs, and/or User IDs (except as described below). In total, you may not distribute more than 1,500,000 Post IDs to any entity (inclusive of multiple individuals associated with a single entity) within any 30 day period unless you have received written permission from X. In addition, developers may provide up to 500 public Posts Objects and/or User Objects to each person who uses your service on a daily basis if this is done via non-automated means (e.g., download of spreadsheets or PDFs). Academic researchers are permitted to distribute Post IDs and/or User IDs solely for the purposes of non-commercial research on behalf of an academic institution, and that has been approved by X in writing, or peer review or validation of such research. Only as many Post IDs or User IDs that is necessary for such research, and has been approved by X may be used. Any X Content provided to third parties remains subject to this Policy, and those third parties must agree to the X Terms of Service , Privacy Policy , Developer Agreement , and Developer Policy before receiving such downloads. You may not enable any entity to circumvent any other limitations or restrictions on the distribution of X Content as contained in this Policy , the Developer Agreement , or any other agreement with X. Note: This Section does not apply to researchers with X API access via Art. 40 of the EU Digital Services Act (2022) (“ DSA ”), who are instead subject to the procedures and restrictions set forth in the DSA and the Developer Agreement. Pay to engage Your service shouldn’t compensate people to take actions on X, as that results in inauthentic engagement that degrades the health of the platform. As you use the X API you may not sell or receive monetary or virtual compensation for any X actions. This includes, but is not limited to, Posts, follows, unfollows, reposts, likes, comments, and replies. Service authenticity You must clearly identify your service so that people can understand its source and purpose. Don’t use names, logos, or URLs that mask your service’s identity and features, or that falsely imply an affiliation with X or third parties. Note that creating applications for the purpose of selling names, or to prevent others from using names, is prohibited. You may not use any URL (including shortened URLs) for your service that directs people to: A site that is unrelated to your service A spam or malware site A site that encourages people to violate X policy X name, logo, and likeness You may only use and display the X name and logo to identify X as the source of X Content. You should never use the X name and logo, the X Official Partner Program badge, or any other similar marks or names in a manner that creates a false sense of endorsement, sponsorship, or association with X. The X Brand Resources contain detailed information to help you use the X brand in the right way. You may only use the X Verified Account badge and any other enhanced account categorization as it is reported to you by X through the API. This helps people know that the content your service displays is equivalent to that shown on X. Advertising on X There are restrictions regarding how and where you are allowed to advertise around X Content. To start, your advertisements can’t resemble or reasonably be confused by people as a Post. Other rules on advertising include: There must be a clear separation between X Content and your advertisements. You may not place any advertisements within the X timeline other than X Ads. X reserves the right to serve advertising via the X API. If you decide to serve X Ads once we start delivering them via the API, we will share a portion of advertising revenue with you in accordance with the relevant terms and conditions. You may not use X Content, or information obtained from the X API to target people with advertising outside of the X platform. Chapter 4 Rules for specific X services or features X login X Cards Definitions X login X Cards Definitions The following additional rules apply for any use of the X services or features listed below: X login You must present people with easy to find options to log into and out of X, for example via the OAuth protocol. The Sign in with X option must be displayed at least as prominently as any other sign-up or sign-in feature on your service. You must also provide people without a X account the opportunity to create one via X. Once someone on your service authenticates via Sign in with X you must clearly display their X identity. X identity includes the person’s current X @handle, avatar, and X logo. Any display of someone’s X followers on your service must clearly show that the relationship is associated with X. X Cards To ensure a quality experience you must develop your Card to render across all platforms where Cards are displayed. Additional rules that you must follow when using Cards include: You must mark your Post as ‘true’ for sensitive media if you plan to display such media within a Card You must use HTTPS for hosting all assets within your Card. Your Card should never generate active mixed content browser warnings Audio and video content should include stop or pause controls, and default to ‘sound off’ for videos that automatically play content You may not exceed or circumvent X’s limitations placed on any Cards, including the Card’s intended use. Additional restrictions on Cards use include: You may not place third-party sponsored content within Cards without X’s approval You may not attach monetary incentives (including virtual currency) within your Card or on X from your Card You may not include content or actions within your Card that are misleading or not contextually relevant, such as URLs and media You may only attach an App Card to a Post when someone is explicitly promoting or referring to the app in the Post Definitions X Content ‒ Posts, Post IDs, X end user profile information, and any other data and information made available to you through the X API or by any other means authorized by X, and any copies and derivative works thereof. Developer Site ‒ X’s developer site located at https://developer.x.com . Services ‒ Your websites, applications and other offerings that display X Content or otherwise use the Licensed Material as explicitly approved by X. Post ID ‒ A unique identification number generated for each Post. Post ‒ A posting made on X Applications. “X” ‒ Means (a) X Corp. (865 FM 1209, Building 2, Bastrop, TX 78602, USA) if your principal place of business is outside the European Union, EFTA States, and the United Kingdom; or (b) X Internet Unlimited Company (One Cumberland Place, Fenian Street, Dublin 2, D02 AX07, Ireland) if your principal place of business is in the European Union, EFTA States, or the United Kingdom. Direct Message - A message that is privately sent on X Applications by one end user to one or more specific end user(s) using X’s Direct Message function. X API ‒ The X Application Programming Interface (“API”), Software Development Kit (“SDK”) and/or the related documentation, data, code, and other materials provided by X with the API, as updated from time to time, including without limitation through the Developer Site. 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https://www.youtube.com/watch?v=F1sJW6nTP6E | Web Without Walls — Dan Abramov | React Universe Conf 2024 - YouTube 정보 보도자료 저작권 문의하기 크리에이터 광고 개발자 약관 개인정보처리방침 정책 및 안전 YouTube 작동의 원리 새로운 기능 테스트하기 © 2026 Google LLC, Sundar Pichai, 1600 Amphitheatre Parkway, Mountain View CA 94043, USA, 0807-882-594 (무료), yt-support-solutions-kr@google.com, 호스팅: Google LLC, 사업자정보 , 불법촬영물 신고 크리에이터들이 유튜브 상에 게시, 태그 또는 추천한 상품들은 판매자들의 약관에 따라 판매됩니다. 유튜브는 이러한 제품들을 판매하지 않으며, 그에 대한 책임을 지지 않습니다. var ytInitialData = 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https://www.linkedin.com/legal/professional-community-policies | LinkedIn Professional Community Policies Skip to main content Professional community policies We want LinkedIn to reflect the best version of professional life This is a community where we treat each other with respect and help each other succeed. Be safe Only bring safe conversations to LinkedIn. Learn more Be trustworthy Use your true identity and share information that is real and authentic. Learn more Be professional We allow broad conversations about the world of work, but just keep it professional. Learn more LinkedIn Professional Community Policies Thank you for using LinkedIn, where the world’s professionals come together to find jobs, stay informed, learn new skills, and build productive relationships. The content that you contribute should add to the LinkedIn community in a constructive manner. Additional information on what that means, is laid out below. 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https://www.linkedin.com/posts/emily-harden_im-pumped-im-on-my-way-to-codemash-conference-activity-7416496762082729984-SFEo | I’m pumped I’m on my way to CodeMash Conference for the first time ever, as a workshop presenter (also a first!) but if you can’t make it to Ohio, I’m also speaking virtually next week! (See the… | Emily Harden Agree & Join LinkedIn By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Join now Emily Harden’s Post Emily Harden 17h Edited Report this post I’m pumped I’m on my way to CodeMash Conference for the first time ever, as a workshop presenter (also a first!) but if you can’t make it to Ohio, I’m also speaking virtually next week! (See the painting I definitely made and didn’t edit at ALL?!?!) Link in comments to register! Tech Ladies® 16 1 Comment Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in 2,594 followers 522 Posts 8 Articles View Profile Connect More from this author Interviews with Emily Emily Harden 2mo Support You're Missing Out On Emily Harden 2mo Tulsa Tech Week Lookback: Big Ideas, Bigger Energy Emily Harden 3mo Explore content categories Career Productivity Finance Soft Skills & Emotional Intelligence Project Management Education Technology Leadership Ecommerce User Experience Show more Show less LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language Sign in to view more content Create your free account or sign in to continue your search Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . | 2026-01-13T08:48:31 |
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| 2026-01-13T08:48:31 |
https://dev.to/ngxp/s2e29-alfredo-perez-on-mexico-hobbits-career-growth#main-content | S2E29 | Alfredo Perez on Mexico, Hobbits, & Career Growth - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Angular Experience Follow S2E29 | Alfredo Perez on Mexico, Hobbits, & Career Growth Aug 15 '22 play In this episode we talk with Alfredo Perez, a rising star in the community who shares his developer journey from his roots in Mexico to becoming a Staff UI Engineer, a trusted coach and mentor, and becoming an accepted speaker at ng-conf. Alfredo shares some inspiring insights on topics like how to lower the barriers into tech for those from other countries & how companies and teams can work to improve the developer experience for entry level and more-seasoned developers alike. This episode is packed with great insights, advice, and, who knows, you might even encounter a hobbit or two along the way! LINKS: https://twitter.com/alfrodo_perez https://www.linkedin.com/in/alfredo-perez https://www.alfredo-perez.dev/ CONNECT WITH US: Alfredo Perez @alfrodo_perez Brooke Avery @JediBravery Erik Slack @erik_slack Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:31 |
https://opensource.org/about/brand-and-trademark-guidelines | Trademark and brand guidelines – Open Source Initiative Skip to content Get involved About Licenses Open Source Definition Open Source AI Programs Blog Get involved About Licenses Open Source Definition Open Source AI Programs Blog Open Main Menu Home About Trademark and brand guidelines Trademark and brand guidelines The Open Source Initiative (OSI) trademarks, including “OSI,” “Open Source Initiative,” the “OSI logo,” and “OSI Approved Open Source License,” are protected on behalf of the open source community. As trademark owners, OSI is legally obligated to prevent confusingly similar uses by third parties. OSI trademarks and registration The OSI “Keyhole Logo,” designed by Colin Viebrock, symbolizes unlocking source code. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close # privacy Follow Hide Create Post Older #privacy posts 1 2 3 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu 🌈 Looking for Guidance: I’m Building an HRT Journey Tracker Suite, but I’m Stuck codebunny20 codebunny20 codebunny20 Follow Jan 10 🌈 Looking for Guidance: I’m Building an HRT Journey Tracker Suite, but I’m Stuck # discuss # architecture # help # privacy Comments 2 comments 2 min read Tuya Geräte in Home Assistant: 100% Lokal & ohne China-Cloud (Local Key auslesen) Tim Alex Tim Alex Tim Alex Follow Jan 5 Tuya Geräte in Home Assistant: 100% Lokal & ohne China-Cloud (Local Key auslesen) # homeassistant # privacy # iot # tutorial Comments Add Comment 3 min read How to Prevent Software Piracy in C# Desktop Apps: A Complete Guide Olivier Moussalli Olivier Moussalli Olivier Moussalli Follow Jan 5 How to Prevent Software Piracy in C# Desktop Apps: A Complete Guide # privacy # security # software # csharp Comments Add Comment 5 min read Privacy vs. Convenience: The Hidden Cost of Always-On Tracking 🔍📱 Willie Harris Willie Harris Willie Harris Follow Jan 3 Privacy vs. Convenience: The Hidden Cost of Always-On Tracking 🔍📱 # privacy # development # technology Comments Add Comment 5 min read Zero-Knowledge Security: Protecting Patient Privacy Through Client-Side Encryption wellallyTech wellallyTech wellallyTech Follow Jan 3 Zero-Knowledge Security: Protecting Patient Privacy Through Client-Side Encryption # privacy # security # react # encryption Comments Add Comment 3 min read I built an open-source, privacy-first PDF toolkit (80+ tools) to replace Adobe. Here is the stack. Tony Larry Tony Larry Tony Larry Follow Jan 8 I built an open-source, privacy-first PDF toolkit (80+ tools) to replace Adobe. Here is the stack. # webassembly # nextjs # opensource # privacy 2 reactions Comments 2 comments 2 min read Malicious Chrome Extensions Steal AI Chats: How to Protect Your Conversations in 2026 Manu Manu Manu Follow Jan 3 Malicious Chrome Extensions Steal AI Chats: How to Protect Your Conversations in 2026 # ai # cybersecurity # privacy # security 1 reaction Comments Add Comment 4 min read AiCybr: 60+ Privacy-Focused Tools in One Place OB OB OB Follow Jan 2 AiCybr: 60+ Privacy-Focused Tools in One Place # privacy # productivity # security # resources Comments Add Comment 3 min read Textly - 30+ Free Online Text Tools (No Sign Up, Private) Amin Islam Amin Islam Amin Islam Follow Jan 4 Textly - 30+ Free Online Text Tools (No Sign Up, Private) # showdev # privacy # productivity # tooling Comments Add Comment 1 min read PriviMetrics: Privacy-First, Lightweight Analytics for Shared Hosting WebOrbiton WebOrbiton WebOrbiton Follow Jan 3 PriviMetrics: Privacy-First, Lightweight Analytics for Shared Hosting # showdev # analytics # performance # privacy Comments Add Comment 1 min read Privacy-First Screen Recording: No Installation, No Cloud, No Compromise techno kraft techno kraft techno kraft Follow Jan 3 Privacy-First Screen Recording: No Installation, No Cloud, No Compromise # showdev # webdev # privacy # tooling 1 reaction Comments Add Comment 2 min read 2025 Was for Playing. 2026 Is for Paying. 📉📈 Naved Shaikh Naved Shaikh Naved Shaikh Follow Jan 2 2025 Was for Playing. 2026 Is for Paying. 📉📈 # ai # futurechallenge # agents # privacy 5 reactions Comments Add Comment 1 min read Building Parallax: A Trust & Transparency Utility for Ubuntu Touch Prasanth Prasanth Prasanth Follow Jan 2 Building Parallax: A Trust & Transparency Utility for Ubuntu Touch # opensource # privacy # ubuntu # mobile Comments Add Comment 3 min read Protecting a document is not the same as proving it exists BACOUL BACOUL BACOUL Follow Dec 31 '25 Protecting a document is not the same as proving it exists # security # privacy # webdev # ai Comments Add Comment 2 min read How I Built a Client-Side Image Resizer (Lightning Fast) using Vanilla JS NIKHIL KUMAR NIKHIL KUMAR NIKHIL KUMAR Follow Jan 2 How I Built a Client-Side Image Resizer (Lightning Fast) using Vanilla JS # showdev # webdev # privacy # javascript Comments Add Comment 1 min read Day 11: New Year, New Security (Password Generator) Michael Amachree Michael Amachree Michael Amachree Follow Dec 31 '25 Day 11: New Year, New Security (Password Generator) # security # svelte # privacy # webdev Comments Add Comment 1 min read I built a client-side Image to PDF converter (No Server Uploads) bhagwan das bhagwan das bhagwan das Follow Dec 31 '25 I built a client-side Image to PDF converter (No Server Uploads) # showdev # webdev # python # privacy Comments Add Comment 2 min read I built an open-source tier list maker because I was tired of ads and forced sign-ups Ahmed Abdellahi Abdat Ahmed Abdellahi Abdat Ahmed Abdellahi Abdat Follow Dec 29 '25 I built an open-source tier list maker because I was tired of ads and forced sign-ups # showdev # privacy # nextjs # opensource Comments Add Comment 1 min read A New Year Gift for You and Your Loved Ones: Free, Private, Local, Instant 3D Experiences techno kraft techno kraft techno kraft Follow Dec 30 '25 A New Year Gift for You and Your Loved Ones: Free, Private, Local, Instant 3D Experiences # showdev # tooling # privacy # offers 1 reaction Comments Add Comment 2 min read I built 28 financial calculators with zero tracking Stefan Neculai Stefan Neculai Stefan Neculai Follow Dec 30 '25 I built 28 financial calculators with zero tracking # showdev # javascript # privacy # webdev 2 reactions Comments Add Comment 1 min read We built a Windows app that blocks trackers and encrypts your traffic automatically Nyx Systems Nyx Systems Nyx Systems Follow Jan 2 We built a Windows app that blocks trackers and encrypts your traffic automatically # security # privacy # rust # opensource Comments Add Comment 1 min read The Developer's Guide to Actually Private Apps: No Cloud, No Analytics, No Tracking Karol Burdziński Karol Burdziński Karol Burdziński Follow Dec 28 '25 The Developer's Guide to Actually Private Apps: No Cloud, No Analytics, No Tracking # security # privacy # mobile # flutter 1 reaction Comments Add Comment 19 min read Why I Built a 100% Private File Converter Using WebAssembly (No Server Uploads) Azeem Mustafa Azeem Mustafa Azeem Mustafa Follow Dec 28 '25 Why I Built a 100% Private File Converter Using WebAssembly (No Server Uploads) # webdev # javascript # privacy # webassembly Comments Add Comment 2 min read SecureBitChat Desktop Is Here Volodymyr Volodymyr Volodymyr Follow Dec 29 '25 SecureBitChat Desktop Is Here # showdev # privacy # rust # opensource Comments Add Comment 2 min read I’m tired of calling glued-together scripts “workflow automation” Felix Schultz Felix Schultz Felix Schultz Follow Dec 27 '25 I’m tired of calling glued-together scripts “workflow automation” # rust # tooling # privacy # ai 1 reaction Comments Add Comment 3 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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Get your copy Resources The best of cloud native Aqua Blog Expert insight, best practices and advice on cloud native security, trends, threat intelligence and compliance Read the Blog SEC vs. SolarWinds: A Cybersecurity Game Changer for CISOs Accenture and Aqua Partner to Empower Cloud Security Resources Resources Center eBooks, Data sheets, Whitepapers, Webinars, and much more The Cloud Native Channel Cloud native security webinars & videos Aquademy The Aqua academy Cloud Native Wiki The educational center for everything cloud native Docker Containers Software supply chain security Cloud security Kubernetes Application Security DevSecOps Aqua research team Security research focused on the cloud native stack to identify new threats and attack vectors More security research 2023 Annual Aqua Nautilus Research A Comprehensive Cloud Native Threat Report Company Recognized Leadership CISO Choice Awards Winner for Cloud Workload Protection Platform (CWPP) Forrester Consulting: The Total Economic Impact™ of Aqua CNAPP 90% Reduction in vulnerability research and detection time Frost & Sullivan CNAPP report Top innovation leader About Us Newsroom Customers Partners Careers Support Services Upcoming Events Connect Contact Twitter Facebook Linkedin Instagram News ActiveState Joins Trivy Partner Connect to Cut CVE Noise and Reduce Alert Fatigue for Developers Aqua Security Announces Leadership Transition as Company Enters Its Next Phase of Growth VMBlog Q&A: Aqua Security Explores AI Workload Protection, Runtime Security, and the Evolution of Trivy Search Get Started Secure Every Cloud Native App GenAI App Federal App Containerized App Critical App Cloud Native App Everywhere Get a Demo Every App Deployed in containers, serverless functions and VMs Secure GenAI Applications Every Phase Spanning development, deployment and production DevSecOps: Making it Happen Everywhere Running on prem, in hybrid or multi cloud and on mainframes Security for IBM Z Mainframes A Single, Integrated CNAPP Secure every phase of your cloud native application lifecycle in real time, from code commit to runtime, without slowing down development. 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Founded in 2015, Aqua is headquartered in Boston, MA and Ramat Gan, IL protecting over 500 of the world’s largest enterprises. Use Cases Automate DevSecOps Modernize Security CNDR Cloud Native Detection & Response Compliance and Auditing Serverless Containers & Functions Hybrid and Multi Cloud Federal Cloud Native Security Environments Kubernetes Security OpenShift Security AWS Security Azure Cloud Security Google Cloud Security Security for VMware Tanzu Docker Security IBM Z Security Partners Technology Partners Partner With Us Resources Aqua Security Research The Cloud Native Wiki Kubernetes 101 AWS Cloud Security Docker 101 The Cloud Native Channel O’Reilly Book: Kubernetes Security CNAPP 101 CSPM 101 Container Security 101 Learn with Aquademy! 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https://www.linkedin.com/help/linkedin/answer/a1342754 | How we enforce our Professional Community Policies | LinkedIn Help Attention screen reader users, you are in a mobile optimized view and content may not appear where you expect it to be. To return the screen to its desktop view, please maximize your browser. Skip to content Skip to search Close jump menu Help LinkedIn Help Dropdown menu, expand to explore help for other LinkedIn products Close menu Get help with: LinkedIn Corporate Billing Learning Marketing Solutions Recruiter Sales Navigator Talent Insights Go to LinkedIn Sign in Sign in How we enforce our Professional Community Policies Last updated: 8 months ago Violating our User Agreement and our Professional Community Policies can result in action against your account, or content, or access to certain features. Depending on the severity of the violation, we may limit the visibility of certain content, label it, or remove it entirely. When we do this, we also generally send you a notice that your content violates our policies, how your content violates our policies, and the action we’re taking. These notices are sent in line with relevant laws in the regions where we operate. Repeated violations may result in the restriction of your access to certain LinkedIn features. Click here to learn more about feature restrictions. If you believe your content has been removed in error, you’ll have the opportunity to submit an appeal after each violation. For certain egregious violations of our Professional Community Policies (e.g., child sexual abuse material, terrorism, extremely violent content, egregious sexual harassment), we may permanently restrict your account after a single violation. Content that would normally violate the letter of our policies may be allowed in cases where the content is being shared for awareness or to condemn. In these cases, we may label and obscure the content for members who may find this content sensitive or disturbing, or otherwise do not want to view it. However, we won’t remove the content or penalize the author for posting it. Tagged in Data and Privacy LinkedIn Contact us Select a language. The page will automatically refresh after a language has been selected. العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) LinkedIn Corporation © 2026 About Transparency Center Privacy and Terms Cookies Copyright Terms Privacy Guest controls Dismiss Privacy and Terms menu LinkedIn Corporation © 2026 | 2026-01-13T08:48:31 |
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https://www.mirantis.com/ | Build AI Infrastructure Your Way, Anywhere | Mirantis Cancel Ok Cancel Ok See k0rdent in Action Get a tour of how k0rdent works. TRY INTERACTIVE DEMO Cancel Ok Mirantis Selected as Software Infrastructure Partner for NVIDIA AI Factory for Government | Learn More Contact Us Docs Store Partners Training Public Sector Platform k0rdent AI: Provision multi-tenanted AI-ready infrastructure and core services WHY k0RDENT VIDEO: Run Anywhere. Automate Everything. k0rdent in 30 seconds. Nebul: Delivering Sovereign AI Clouds for European Enterprises Discover how a neocloud uses Mirantis k0rdent AI to achieve "shared nothing" security without the pain of Kubernetes sprawl. Solutions FROM METAL-TO-MODEL™ IaaS Unifed infrastructure automation Multi-Cluster Hybrid Multicloud Workload Migration Virtualization Private Clouds GPU PaaS GPU provisioning & partitioning AI Cloud Sovereign Cloud Enterprise AI Factory AI PaaS Training, inference & self-service AI Turnkey Training Turnkey Inference Self-Service Portals Services Modern Application Delivery App Modernization Cloud Platform Operations AI Inferencing Platform Workload Migration MCP AdaptiveOps Enterprise Support Resources KNOWLEDGE BASE Resource Library Blog Case Studies Cloud Native Cookbook Guided Demos Tech Talks Videos Webinars COMPANY About Press Releases Careers Leadership Events GET STARTED Platform Why k0rdent VIDEO: Run Anywhere. Automate Everything. k0rdent in 30 seconds. Nebul: Delivering Sovereign AI Clouds for European Enterprises Discover how a neocloud uses Mirantis k0rdent AI to achieve "shared nothing" security without the pain of Kubernetes sprawl. Solutions IaaS — Multi-Cluster — Hybrid Multicloud — Workload Migration — Virtualization — Private Clouds GPU PaaS — AI cloud — Sovereign Cloud — Enterprise AI Factory AI PaaS — Turnkey Training — Turnkey Inference — Self-Service Portals Services Modern Application Delivery App Modernization Cloud Platform Operations AI Inferencing Platform Workload Migration MCP AdaptiveOps Enterprise Support Resources KNOWLEDGE BASE Resource Library Blog Case Studies Cloud Native Cookbook Guided Demos Tech Talks Videos Webinars COMPANY About Press Releases Careers Leadership Events Store Partners Training Public Sector Get Started Contact Us BUILD AI INFRA from Metal-to-Model™ Your Way, Anywhere The simple and frictionless way to manage AI workload clusters across clouds, on-prem, hybrid and edge VIEW REFERENCE ARCHITECTURE VIEW REFERENCE ARCHITECTURE Multi-tenant networking partner with NVIDIA BlueField DPUs. LEARN MORE VIDEO: Run Anywhere. Automate Everything. k0rdent in 30 seconds SAME DAY Operationalize GPUs the day your hardware arrives. MINUTES TO SECONDS Reduce time to deploy ML models. 30 - 50 % Reduce idle resource costs. METAL-TO-MODEL LIFECYCLE AUTOMATION Automate AI infrastructure and services from provisioning to production with template-driven orchestration. Meet the k0rdent Platform Rapidly commercialize GPU investments Mirantis k0rdent AI delivers complete Metal-to-Model infrastructure for organizations deploying AI at scale. Rapidly provision multi-tenant, GPU-optimized environments—with full control over security and compliance. From bare metal to Kubernetes to training and inference services, Mirantis k0rdent AI accelerates your path from infrastructure investment to AI monetization. LEARN MORE Features: Accelerate GPU Time to Value: Rapidly operationalize AI the same day hardware arrives Simplify GPU Consumption: Eliminate operational bottlenecks with a complete “GPU Cloud in a Box” solution Monetize GPU Investment: Convert idle GPU capacity into consumable services that generate revenue Enable Self-Service: Empower clients to provision and manage infrastructure and services via a customizable marketplace. LEARN MORE Drive Innovation with Modern Cloud Infrastructure Mirantis k0rdent Enterprise delivers enterprise-grade Kubernetes control with a single platform to deploy, manage, and scale clusters across data centers, clouds, hybrid, and edge. Combining declarative automation, configuration reconciliation, and GitOps workflows, it reduces the toil of hybrid multi-cluster lifecycle management and unifies provisioning of VMs and containers from a single platform. 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https://open.forem.com/techresolve/solved-poe-when-will-the-madness-end-3ki#comments | Solved: PoE+++?! WHEN WILL THE MADNESS END? - Open Forem Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account Open Forem Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Darian Vance Posted on Dec 28, 2025 • Originally published at wp.me Solved: PoE+++?! WHEN WILL THE MADNESS END? # devops # programming # tutorial # cloud 🚀 Executive Summary TL;DR: The increasing demands of Power over Ethernet (PoE) lead to ‘PoE madness’ characterized by insufficient power budgets, cabling issues, and thermal concerns. Solutions involve strategically upgrading to 802.3bt-capable infrastructure with Cat6A cabling, implementing intelligent power management via LLDP-MED and scheduling, and leveraging hybrid approaches like midspan injectors for specific high-draw devices. 🎯 Key Takeaways Upgrading to IEEE 802.3bt (PoE++ / PoE+++) and Cat6A cabling is crucial for managing high-power devices, ensuring optimal heat dissipation, and minimizing power loss over longer distances. Intelligent power management using LLDP-MED enables dynamic power allocation, allowing Powered Devices (PDs) to communicate their actual power requirements to the Power Sourcing Equipment (PSE), preventing over-provisioning and maximizing the number of devices powered by a given switch. Hybrid power solutions, such as midspan injectors for specific high-power devices or local power adapters for extreme cases, offer flexible and cost-effective alternatives when a full PoE switch upgrade isn’t feasible or sufficient for all devices. The ever-increasing demand for Power over Ethernet (PoE) has network architects and engineers grappling with complex power budgets, infrastructure upgrades, and thermal challenges. This post dives into the “PoE+++?!” conundrum, offering practical solutions to manage high-power devices and future-proof your network. Understanding the “PoE+++?!” Madness: Symptoms The cry “PoE+++?! WHEN WILL THE MADNESS END?” isn’t just a lament; it’s a direct reflection of real-world pain points faced by IT professionals as device power requirements continue to climb. Here are the common symptoms indicating your network might be suffering from “PoE madness”: Insufficient Power Budget: Your brand-new PoE+ switch is suddenly struggling to power a handful of Wi-Fi 6E access points or advanced PTZ cameras, leading to devices failing to boot or operating in a degraded state. Cabling Woes: Existing Cat5e/Cat6 cabling, once sufficient, is now causing excessive power loss, heat buildup within cable bundles, and potentially unreliable device operation, especially over longer distances. Thermal Concerns: High power delivery through cable bundles generates heat. In high-density installations (e.g., data centers, wiring closets), this can lead to cable degradation, increased cooling costs, and even fire hazards if not managed properly. Confusion Over Standards: The proliferation of PoE standards (802.3af, at, bt Type 3, Type 4, and proprietary solutions like UPoE/PoH) creates a complex landscape, making it difficult to select the right equipment. Unexpected Costs: Upgrading switches, re-cabling, and increasing cooling capacity due to higher power demands translates directly to unplanned capital expenditure and operational costs. Troubleshooting Headaches: Diagnosing why a PoE device isn’t powering up can be time-consuming, often involving checking power budgets, cable integrity, and switch port configurations. Solution 1: Strategic PoE Infrastructure Upgrade The most direct approach to combat rising PoE demands is to upgrade your foundational infrastructure. This involves adopting the latest PoE standards and ensuring your cabling can handle the load. Leveraging 802.3bt (PoE++ / UPoE/PoH) The IEEE 802.3bt standard significantly increases the power available to Powered Devices (PDs) by utilizing all four pairs in an Ethernet cable. This is crucial for devices like high-performance Wi-Fi 6/6E APs, thin clients, LED lighting, and video conferencing systems. Standard/Type IEEE Designation Max Power at PSE (W) Min Power at PD (W) Pairs Used Typical Devices PoE (Type 1) 802.3af 15.4 12.95 2 VoIP phones, IP cameras PoE+ (Type 2) 802.3at 30 25.5 2 Video phones, advanced APs PoE++ (Type 3) 802.3bt Type 3 60 51 4 Video conferencing, thin clients PoE+++ (Type 4) 802.3bt Type 4 90-100 71.3-90 4 High-performance APs, LED lighting, large displays Cabling Considerations: Cat6A and Beyond While Cat5e/Cat6 can technically carry higher PoE power, Cat6A is strongly recommended for 802.3bt Type 3 and Type 4 deployments, especially for new installations or upgrades. This is due to: Reduced Resistance and Heat Dissipation: Cat6A cables typically have larger gauge conductors (e.g., 23 AWG vs. 24 AWG for Cat5e/Cat6), leading to lower resistance and thus less heat generation. This is critical in bundles where heat can accumulate. Lower Power Loss: Less resistance means less power is dissipated as heat in the cable, allowing more power to reach the PD. Future-Proofing: Cat6A also supports 10 Gigabit Ethernet (10GbE) over longer distances, future-proofing your network for data bandwidth demands alongside power. When installing, always adhere to TIA/EIA standards for cable bundling and separation to ensure proper heat dissipation. Example: Cisco Catalyst 9300 Series PoE Budget Configuration Modern PoE switches allow granular control and monitoring of power budgets. Here’s how you might check and configure PoE on a Cisco Catalyst 9300 series switch: # Check overall PoE status and budget Switch# show power inline Module Available Used Remaining (Watts) (Watts) (Watts) ------ --------- -------- --------- 1 740.0 125.0 615.0 Interface Admin Oper Power Device Class Max State State (Watts) (Watts) ---------- ----- ---------- ------- ------------------- ----- ---- Gi1/0/1 auto on 15.4 IP Phone 8845 4 30.0 Gi1/0/2 auto on 30.0 AIR-AP4800 4 60.0 Gi1/0/3 auto off 0.0 n/a n/a 30.0 Gi1/0/4 auto on 51.0 WS-C9800-CL 6 60.0 # Configure max power on a specific port (e.g., for an 802.3bt Type 3 device) Switch(config)# interface GigabitEthernet1/0/4 Switch(config-if)# power inline max 60000 Switch(config-if)# power inline port priority high # Set the overall power budget for a module (if applicable, or for the whole switch) # This is usually done at initial setup or determined by PSU configuration. # Example for a specific module's budget (less common on modern fixed switches) Switch(config)# power inline module 1 budget 740 Enter fullscreen mode Exit fullscreen mode Solution 2: Intelligent Power Management and Device Optimization Instead of just throwing more power at the problem, intelligent power management focuses on optimizing what you have and reducing unnecessary consumption. Dynamic Power Allocation with LLDP-MED Link Layer Discovery Protocol – Media Endpoint Discovery (LLDP-MED) is critical for efficient PoE. It allows the Powered Device (PD) to communicate its actual power requirements to the Power Sourcing Equipment (PSE – the switch). This prevents the switch from allocating maximum power (e.g., 30W for PoE+) to a device that only needs 10W, conserving the overall power budget. How it works: When a PD connects, it first draws a small amount of power (discovery). Then, via LLDP-MED, it informs the switch of its specific power needs. The switch then provides only the requested amount, reserving the rest of its budget for other devices. Benefit: Maximizes the number of devices that can be powered by a given switch by avoiding over-provisioning. Per-Port Power Limiting Even without LLDP-MED, you can manually set maximum power limits on individual switch ports. This is useful for older devices that don’t support LLDP-MED or to prevent rogue devices from drawing excessive power. # Example: Setting a fixed power limit on an Aruba switch port (host) #interface gigabitethernet 1/0/5 (host) (gigabitethernet "1/0/5") #poe-power-limit 15000 # Sets limit to 15W Enter fullscreen mode Exit fullscreen mode Scheduled Power Cycling and Energy Savings For devices that don’t need to be on 24/7 (e.g., office phones, display screens, specific access points in unoccupied areas), scheduled power cycling can significantly reduce overall power consumption. Most enterprise switches support this feature. # Example: Configuring PoE power scheduling on a Cisco switch # Define a time range for when power should be ON Switch(config)# time-range OFFICE_HOURS Switch(config-time-range)# periodic weekdays 08:00 to 18:00 Switch(config-time-range)# exit # Apply the time range to a specific PoE port Switch(config)# interface GigabitEthernet1/0/10 Switch(config-if)# power inline port power-cycle time-range OFFICE_HOURS Enter fullscreen mode Exit fullscreen mode Solution 3: Hybrid and Decentralized Power Approaches Sometimes, a pure PoE solution isn’t feasible or cost-effective for every device. A hybrid approach incorporates local power or specialized PoE components for high-draw or legacy devices. Midspan Injectors for High-Power, Specific Devices Midspan injectors (PoE injectors) are devices that add power to an Ethernet cable, allowing non-PoE switches to power PoE devices, or to provide higher power than a switch port can deliver. They are particularly useful for: Specific high-power devices: For a single PTZ camera requiring 70W, using a dedicated 802.3bt Type 4 midspan injector might be more economical than upgrading an entire access layer switch. Extending legacy infrastructure: Keep existing non-PoE or lower-power PoE switches while powering newer, more demanding devices. When selecting midspans, ensure they are compliant with the appropriate 802.3at/bt standard for the device you intend to power. Local Power Adapters for Extreme Cases For devices with exceptionally high power requirements (e.g., certain robust industrial PCs, large display panels, or high-end outdoor Wi-Fi radios that exceed 90W), using a local AC-to-DC power adapter connected directly to a power outlet remains the most reliable solution. While it adds a power cable, it completely offloads the demand from the network infrastructure and ensures maximum power delivery. Considerations: Assess the device’s actual power draw versus its PoE class. If it consistently exceeds even 802.3bt Type 4, local power is generally better. Hybrid deployments: It’s common to have a mix – most devices PoE powered, with a few high-draw exceptions using local power. Managed Industrial Ethernet Switches with High-Power PoE In environments like manufacturing floors, smart buildings, or outdoor deployments, dedicated industrial-grade switches often offer higher per-port PoE budgets and ruggedized designs. These switches are built to handle harsher conditions and larger power loads, making them suitable for specific applications that might otherwise strain commercial-grade equipment. Features: Extended temperature ranges, fanless designs, DIN-rail mounting, redundant power inputs, and often support for higher PoE standards (e.g., 90W per port). Use Case: Powering advanced sensors, vision systems, automated guided vehicles (AGVs), or high-brightness outdoor displays. Conclusion The “PoE+++?!” madness isn’t ending anytime soon; rather, it’s evolving. As more devices integrate into the IoT ecosystem and demand both data and power over a single cable, the pressure on network infrastructure will only increase. By strategically upgrading to 802.3bt-capable switches and Cat6A cabling, implementing intelligent power management techniques like LLDP-MED and scheduling, and leveraging hybrid approaches with midspan injectors or local power where appropriate, IT professionals can regain control. The key is thoughtful planning, understanding the standards, and continuous monitoring to ensure a robust, efficient, and future-proof powered network. 👉 Read the original article on TechResolve.blog Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Code of Conduct • Report abuse Are you sure you want to hide this comment? 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Education BS in Computer Science & 12 Years of Production Outages Work Founder & Lead Architect at TechResolve Joined Dec 26, 2025 More from Darian Vance Solved: I hired two junior people and realized media buyers being bad at creative strategy is actually a huge problem # devops # programming # tutorial # cloud Solved: How to look for a good MSP # devops # programming # tutorial # cloud 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV Open Forem — A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Home About Contact Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . Open Forem © 2016 - 2026. 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| 2026-01-13T08:48:31 |
https://newrelic.com/ | New Relic | Monitor, Debug and Improve Your Entire Stack Skip to main content Infrastructure Cloud Full-stack Web Security Intelligent Observability Maximize business uptime and drive engineering excellence in the AI era. Get Started Free Get Demo eBook 22 Winning Observability Strategies Discover how leading global companies innovate with confidence using New Relic. Download the eBook 50+ capabilities in one Monitor your full stack. full stack front end back end infrastructure vulnerabilities Resolve issues 5x faster with intelligent transaction observability. Focus on the data and stack that matter most. 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https://www.linkedin.com/company/stack-overflow/ | Stack Overflow | LinkedIn Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Join for free Stack Overflow Software Development New York, NY 1,593,177 followers Stack Overflow empowers the world to develop technology through collective knowledge. See jobs Follow Discover all 660 employees Report this company Overview Jobs Life About us Stack Overflow's public platform serves 100 million people every month, making it one of the 50 most popular websites in the world. Founded in 2008, Stack Overflow’s public platform is used by nearly everyone who codes to learn, share their knowledge, collaborate, and build their careers. Our products and tools help developers and technologists in life and at work. These products include Stack Overflow for Teams, Stack Overflow Advertising, and Stack Overflow for Talent. Stack Overflow for Teams, our core SaaS collaboration product, is helping thousands of companies around the world make the transition to remote work, address business continuity challenges, and undergo digital transformation. Whether it’s on Stack Overflow or within Stack Overflow for Teams, community is at the center of all that we do. Website https://stackoverflow.co/ External link for Stack Overflow Industry Software Development Company size 201-500 employees Headquarters New York, NY Type Privately Held Founded 2008 Specialties Software Engineering, Q&A, Communities, Knowledge Management, Knowledge Sharing, and Software Development Products No more previous content Stack Overflow Advertising, Knowledge Management Software Stack Overflow Advertising Knowledge Management Software Stack Overflow for Teams, Knowledge Management Software Stack Overflow for Teams Knowledge Management Software Stack Overflow Talent No more next content Locations Primary 110 William Street New York, NY 10038, US Get directions Bentima House 168-172 Old Street London, EC1V 9BP, GB Get directions Employees at Stack Overflow Troy Gould Avi Douglen Dustin Aleksiuk Ben Galison See all employees Updates Stack Overflow 1,593,177 followers 20h Edited Report this post 🎙️ We're joined on the show by MIT Media Lab creator and Stanford HAI fellow Alex 'Sandy' Pentland to explore findings from his new book, including the power of communities for shared knowledge, how AI could hurt or help the growth of these communities, and tech's potential to foster community dialogue and decision-making. https://lnkd.in/e6Yu8Mv5 …more 10 1 Comment Like Comment Share Stack Overflow 1,593,177 followers 3d Edited Report this post 🎙️ Dan Ciruli , VP and General Manager of Cloud Native at Nutanix , joins the show to talk about getting your virtual machines and Kubernetes to play nice in cloud-native environments, why VMs are still relevant in enterprise applications, and how AI is helping to modernize legacy systems. https://lnkd.in/eZjmkR_X …more 25 1 Comment Like Comment Share Stack Overflow 1,593,177 followers 4d Report this post Say goodbye to tab-switching! Now you can have all the contextual knowledge you need right at your fingertips with Stack Internal's MCP server. Our next generation intelligence layer includes a bi-directional MCP Server that delivers important organizational context to AI tools and workflows, so you can build and ship with confidence. Learn how Stack Internal builds on your team's knowledge to improve AI accuracy: https://lnkd.in/eF8fhTnP …more 41 Like Comment Share Stack Overflow 1,593,177 followers 5d Edited Report this post #SPONSORED 🎙️ Host Ryan Donovan is joined by MongoDB 's Field CTO of Artificial Intelligence, Pete Johnson , to discuss OpenAI's recent paper on AI's impact on the GDP, why viewing AI as a "job killer" is a flawed metric, and how AI will be a collaborator for actual human workers—plus, the five decisions you need to make to achieve ROI with AI. https://lnkd.in/eqvcG4zR 11 1 Comment Like Comment Share Stack Overflow 1,593,177 followers 6d Edited Report this post Stack Overflow has been named one of Built In 's Best Places to Work 2026! We're officially one of the best places to work for tech professionals, based on compensation packages, total rewards, and company culture. If you want to work for one of #2026BuiltInBest , check out our careers page to join our team: https://lnkd.in/eFDSBM8t 61 Like Comment Share Stack Overflow 1,593,177 followers 6d Edited Report this post 🎙️ Anil Dash , writer and former Stack Overflow board member, is back on the show to discuss how AI is just the normal next step in computing’s evolution, the importance of democratizing access to technology, and what devs can do to keep Stack Overflow’s ethos of community alive in a world of AI. https://lnkd.in/er9YEVCN …more 42 Like Comment Share Stack Overflow 1,593,177 followers 1w Report this post From AI Assist to our MCP server to updates to Chat, our team shipped many impactful features in 2025. Missed some of them? Don't worry, we've got everything you need to know. Learn more about the biggest updates across our sites from the last 365 days—plus how you can start 2026 off strong with the help of Stack Overflow. https://lnkd.in/ezD_sqt7 27 Like Comment Share Stack Overflow 1,593,177 followers 1w Edited Report this post The hype around automation and AI-driven workflows misses one important truth: developers still need context and collaboration, something only other humans can provide. That's why platform engineering teams should design systems that amplify human strengths, not replace them. Our Senior Director of Engineering Peter O'Connor shared with ComputerWeekly.com how platform engineering teams can build successful IDPs, even as developer tools rapidly evolve—by keeping humans at the center of everything they build. https://lnkd.in/eVwy96Cq 25 Like Comment Share Stack Overflow 1,593,177 followers 1w Edited Report this post What happens when you put a vibe coding tool in the hands of someone with no code knowledge? 👾 In Phoebe Sajor 's case, you get a joke app full of security flaws! To close out our Ten Days of Blogs, the new worst coder in the world documents her experience vibe coding, exploring whether or not AI coding tools are really as good as they've been hyped-up to be in our top blog post of 2025. https://lnkd.in/g6U4FCJi 36 Like Comment Share Stack Overflow 1,593,177 followers 1w Edited Report this post All senior developers eventually reach a decision point in their career: do you become a people manager or a software architect? 🤔 Contributor Isaac Lyman writes about the role of the architect, why it's the right choice for seasoned developers who want to advance their career without giving up writing daily code, and how the best architects use documentation to their advantage. https://lnkd.in/eNGQMNpG 50 3 Comments Like Comment Share Join now to see what you are missing Find people you know at Stack Overflow Browse recommended jobs for you View all updates, news, and articles Join now Similar pages GitHub Software Development San Francisco, CA Jobspresso Technology, Information and Internet Ontario, Toronto SimplyHired Technology, Information and Internet Toptal Software Development Work from Anywhere, Remote HackerRank Software Development Cupertino, California W3Schools.com E-Learning Providers OpenAI Research Services San Francisco, CA JavaScript Developer Software Development Internet, Worldwide Google Software Development Mountain View, CA NoDesk Technology, Information and Internet Show more similar pages Show fewer similar pages Browse jobs Marketing Manager jobs 106,879 open jobs Engineer jobs 555,845 open jobs Analyst jobs 694,057 open jobs Developer jobs 258,935 open jobs Manager jobs 1,880,925 open jobs Senior Product Manager jobs 50,771 open jobs Product Manager jobs 199,941 open jobs Senior Software Engineer jobs 78,145 open jobs Account Executive jobs 71,457 open jobs Software Engineer jobs 300,699 open jobs Project Manager jobs 253,048 open jobs Associate jobs 1,091,945 open jobs Staff Software Engineer jobs 64,945 open jobs Enterprise Account Executive jobs 44,389 open jobs Intern jobs 71,196 open jobs Head of Sales jobs 12,761 open jobs Sales Director jobs 83,949 open jobs Javascript Developer jobs 35,575 open jobs Senior Product Marketing Manager jobs 11,129 open jobs Specialist jobs 768,666 open jobs Show more jobs like this Show fewer jobs like this Funding Stack Overflow 6 total rounds Last Round Series E Jan 1, 2021 External Crunchbase Link for last round of funding See more info on crunchbase More searches More searches Marketing Manager jobs Engineer jobs Account Executive jobs Director jobs Developer jobs Analyst jobs Manager jobs Account Manager jobs Senior Product Manager jobs Product Designer jobs Software Engineer jobs Senior Sales Engineer jobs Solutions Consultant jobs Sales Development Director jobs Senior Software Engineer jobs Principal Product Manager jobs Project Manager jobs Solutions Engineer jobs Program Manager jobs Associate Product Manager jobs Product Manager jobs Community Manager jobs Vice President Product Marketing jobs Copywriter jobs Consultant jobs Sales Director jobs Associate jobs Executive jobs Website Project Manager jobs Sales Development Manager jobs Presales Manager jobs Website Content Manager jobs Revenue Officer jobs Enterprise Account Executive jobs Client Executive jobs Specialist jobs Coordinator jobs Retention Marketing Manager jobs User Experience Designer jobs Website Manager jobs Chief Information Security Officer jobs Client Partner jobs Full Stack Engineer jobs Senior Marketing Manager jobs Sales Engineer jobs Cyber Security Specialist jobs Account Director jobs Senior Product Marketing Manager jobs Vice President Marketing jobs Intern jobs Strategy Analyst jobs Sales Manager jobs Creative Lead jobs Management Intern jobs Representative jobs Marketing Consultant jobs Product Management Intern jobs Back End Developer jobs Technical Consultant jobs Associate Product Marketing Manager jobs LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language Agree & Join LinkedIn By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . 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https://www.linkedin.com/legal/user-agreement?trk=d_checkpoint_lg_consumer_login_ft_user_agreement#lithograph-app | User Agreement | LinkedIn Skip to main content User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws User Agreement Effective on November 3, 2025 Our mission is to connect the world’s professionals to allow them to be more productive and successful. Our services are designed to promote economic opportunity for our members by enabling you and millions of other professionals to meet, exchange ideas, learn, and find opportunities or employees, work, and make decisions in a network of trusted relationships. Table of Contents: Introduction Obligations Rights and Limits Disclaimer and Limit of Liability Termination Governing Law and Dispute Resolution General Terms LinkedIn “Dos and Don’ts” Complaints Regarding Content How To Contact Us Introduction 1.1 Contract When you use our Services you agree to all of these terms. Your use of our Services is also subject to our Cookie Policy and our Privacy Policy, which covers how we collect, use, share, and store your personal information. By creating a LinkedIn account or accessing or using our Services (described below), you are agreeing to enter into a legally binding contract with LinkedIn (even if you are using third party credentials or using our Services on behalf of a company). If you do not agree to this contract (“Contract” or “User Agreement”), do not create an account or access or otherwise use any of our Services. If you wish to terminate this Contract at any time, you can do so by closing your account and no longer accessing or using our Services. As a Visitor or Member of our Services, the collection, use, and sharing of your personal data is subject to our Privacy Policy , our Cookie Policy and other documents referenced in our Privacy Policy , and updates. You acknowledge and have read our Privacy Policy . Services This Contract applies to LinkedIn.com, LinkedIn-branded apps, and other LinkedIn-related sites, apps, communications, and other services that state that they are offered under this Contract (“Services”), including the offsite collection of data for those Services, such as via our ads and the “Apply with LinkedIn” and “Share with LinkedIn” plugins. LinkedIn and other Key Terms You are entering into this Contract with LinkedIn (also referred to as “we” and “us”). Designated Countries . We use the term “Designated Countries” to refer to countries in the European Union (EU), European Economic Area (EEA), and Switzerland. If you reside in the “Designated Countries”, you are entering into this Contract with LinkedIn Ireland Unlimited Company (“LinkedIn Ireland”) and LinkedIn Ireland will be the controller of your personal data provided to, or collected by or for, or processed in connection with our Services. If you reside outside of the “Designated Countries”, you are entering into this Contract with LinkedIn Corporation (“LinkedIn Corp.”) and LinkedIn Corp. will be the controller of (or business responsible for) your personal data provided to, or collected by or for, or processed in connection with our Services. Affiliates . Affiliates are companies controlling, controlled by or under common control with us, including, for example, LinkedIn Ireland, LinkedIn Corporation, LinkedIn Singapore and Microsoft Corporation or any of its subsidiaries (e.g., Github, Inc.). Social Action . Actions that members take on our services such as likes, comments, follows, sharing content. Content . Content includes, for example, feed posts, feedback, comments, profiles, articles (and contributions), group posts, job postings, messages (including InMails), videos, photos, audio, and/or PDFs. 1.2 Members and Visitors This Contract applies to Members and Visitors. When you register and join the LinkedIn Services, you become a “Member”. If you have chosen not to register for our Services, you may access certain features as a “Visitor.” 1.3 Changes We may make changes to this Contract. We may modify this Contract, our Privacy Policy and our Cookie Policy from time to time. If we materially change these terms or if we are legally required to provide notice, we will provide you notice through our Services, or by other means, to provide you the opportunity to review the changes before they become effective. However, we may not always provide prior notice of changes to these terms (1) when those changes are legally required to be implemented with immediate effect, or (2) when those changes relate to a newly launched service or feature. We agree that changes cannot be retroactive. If you object to any of these changes, you may close your account . Your continued use of our Services after we publish or send a notice about our changes to these terms means that you are consenting to the updated terms as of their effective date. 2. Obligations 2.1 Service Eligibility Here are some promises that you make to us in this Contract: You’re eligible to enter into this Contract and you are at least our “Minimum Age.” The Services are not for use by anyone under the age of 16. To use the Services, you agree that: (1) you must be the "Minimum Age" (described below) or older; (2) you will only have one LinkedIn account, which must be in your real name; and (3) you are not already restricted by LinkedIn from using the Services. Creating an account with false information is a violation of our terms, including accounts registered on behalf of others or persons under the age of 16. “Minimum Age” means 16 years old. However, if law requires that you must be older in order for LinkedIn to lawfully provide the Services to you without parental consent (including using your personal data) then the Minimum Age is such older age. Learn More 2.2 Your Account You will keep your password a secret You will not share your account with anyone else and will follow our policies and the law. Members are account holders. You agree to: (1) protect against wrongful access to your account (e.g., use a strong password and keep it confidential); (2) not share or transfer your account or any part of it (e.g., sell or transfer the personal data of others by transferring your connections); and (3) follow the law, our list of Dos and Don’ts (below), and our Professional Community Policies . Learn More You are responsible for anything that happens through your account unless you close it or report misuse. As between you and others (including your employer), your account belongs to you. However, if the Services were purchased by another party for you to use in connection with your work for them (e.g., Recruiter seat or LinkedIn Learning subscription bought by your employer), the party paying for such Service has the right to control access to and get reports on your use of such paid Service; however, they do not have rights to your personal account. 2.3 Payment You’ll honor your payment obligations and you are okay with us storing your payment information. You understand that there may be fees and taxes that are added to our prices. Refunds are subject to our policy, and we may modify our prices and those modified prices will apply prospectively. If you buy any of our paid Services, you agree to pay us the applicable fees and taxes and you agree to the additional terms specific to the paid Services. Failure to pay these fees will result in the termination of your paid Services. Also, you agree that: Your purchase may be subject to foreign exchange fees or differences in prices based on location (e.g., exchange rates). We may store and continue billing your payment method (e.g., credit card), even after it has expired, to avoid interruptions in your paid Services and to use it to pay for other Services you may buy. If your primary payment method fails, we may automatically charge a secondary payment method, if you have provided one. You may update or change your payment method. Learn more If you purchase a subscription, your payment method automatically will be charged at the start of each subscription period for the fees and taxes applicable to that period. To avoid future charges, cancel before the renewal date. Learn how to cancel or suspend your paid subscription Services. We may modify our prices effective prospectively upon reasonable notice to the extent allowed under the law. All of your paid Services are subject to LinkedIn’s refund policy . We may calculate taxes payable by you based on the billing information that you provide us. You can get a copy of your invoice through your LinkedIn account settings under “ Purchase History ”. 2.4 Notices and Messages You’re okay with us providing notices and messages to you through our websites, apps, and contact information. If your contact information is out of date, you may miss out on important notices. You agree that we will provide notices and messages to you in the following ways: (1) within the Services or (2) sent to the contact information you provided us (e.g., email, mobile number, physical address). You agree to keep your contact information up to date. Please review your settings to control and limit the types of messages you receive from us. 2.5 Sharing When you share information on our Services, others can see, copy and use that information. Our Services allow sharing of information (including content) in many ways, such as through your profile, posts, articles, group posts, links to news articles, job postings, messages, and InMails. Depending on the feature and choices you make, information that you share may be seen by other Members, Visitors, or others (on or off of the Services). Where we have made settings available, we will honor the choices you make about who can see content or other information (e.g., message content to your addressees, sharing content only to LinkedIn connections, restricting your profile visibility from search tools, or opting not to notify others of your LinkedIn profile update). For job searching activities, we default to not notifying your connections or the public. So, if you apply for a job through our Services or opt to signal that you are interested in a job, our default is to share it only with the job poster. To the extent that laws allow this, we are not obligated to publish any content or other information on our Services and can remove it with or without notice. 3. Rights and Limits 3.1. Your License to LinkedIn You own all of your original content that you provide to us, but you also grant us a non-exclusive license to it. We’ll honor the choices you make about who gets to see your content, including how it can be used for ads. As between you and LinkedIn, you own your original content that you submit or post to the Services. You grant LinkedIn and our Affiliates the following non-exclusive license to the content and other information you provide (e.g., share, post, upload, and/or otherwise submit) to our Services: A worldwide, transferable and sublicensable right to use, copy, modify, distribute, publicly perform and display, host, and process your content and other information without any further consent, notice and/or compensation to you or others. These rights are limited in the following ways: You can end this license for specific content by deleting such content from the Services, or generally by closing your account, except (a) to the extent you (1) shared it with others as part of the Services and they copied, re-shared it or stored it, (2) we had already sublicensed others prior to your content removal or closing of your account, or (3) we are required by law to retain or share it with others, and (b) for the reasonable time it takes to remove the content you delete from backup and other systems. We will not include your content in advertisements for the products and services of third parties to others without your separate consent (including sponsored content). However, without compensation to you or others, ads may be served near your content and other information, and your social actions may be visible and included with ads, as noted in the Privacy Policy. If you use a Service feature, we may mention that with your name or photo to promote that feature within our Services, subject to your settings. We will honor the audience choices for shared content (e.g., “Connections only”). For example, if you choose to share your post to "Anyone on or off LinkedIn” (or similar): (a) we may make it available off LinkedIn; (b) we may enable others to publicly share onto third-party services (e.g., a Member embedding your post on a third party service); and/or (c) we may enable search tools to make that public content findable though their services. Learn More While we may edit and make format changes to your content (such as translating or transcribing it, modifying the size, layout or file type, and removing or adding labels or metadata), we will take steps to avoid materially modifying the meaning of your expression in content you share with others. Because you own your original content and we only have non-exclusive rights to it, you may choose to make it available to others, including under the terms of a Creative Commons license . You and LinkedIn agree that if content includes personal data, it is subject to our Privacy Policy. You and LinkedIn agree that we may access, store, process, and use any information (including content and/or personal data) that you provide in accordance with the terms of the Privacy Policy and your choices (including settings). By submitting suggestions or other feedback regarding our Services to LinkedIn, you agree that LinkedIn can use and share (but does not have to) such feedback for any purpose without compensation to you. You promise to only provide content and other information that you have the right to share and that your LinkedIn profile will be truthful. You agree to only provide content and other information that does not violate the law or anyone’s rights (including intellectual property rights). You have choices about how much information to provide on your profile but also agree that the profile information you provide will be truthful. LinkedIn may be required by law to remove certain content and other information in certain countries. 3.2 Service Availability We may change or limit the availability of some features, or end any Service. We may change, suspend or discontinue any of our Services. We may also limit the availability of features, content and other information so that they are not available to all Visitors or Members (e.g., by country or by subscription access). We don’t promise to store or show (or keep showing) any information (including content) that you’ve shared. LinkedIn is not a storage service. You agree that we have no obligation to store, maintain or provide you a copy of any content or other information that you or others provide, except to the extent required by applicable law and as noted in our Privacy Policy. 3.3 Other Content, Sites and Apps Your use of others’ content and information posted on our Services, is at your own risk. Others may offer their own products and services through our Services, and we aren’t responsible for those third-party activities. Others’ Content: By using the Services, you may encounter content or other information that might be inaccurate, incomplete, delayed, misleading, illegal, offensive, or otherwise harmful. You agree that we are not responsible for content or other information made available through or within the Services by others, including Members. While we apply automated tools to review much of the content and other information presented in the Services, we cannot always prevent misuse of our Services, and you agree that we are not responsible for any such misuse. You also acknowledge the risk that others may share inaccurate or misleading information about you or your organization, and that you or your organization may be mistakenly associated with content about others, for example, when we let connections and followers know you or your organization were mentioned in the news. Members have choices about this feature . Others’ Products and Services: LinkedIn may help connect you to other Members (e.g., Members using Services Marketplace or our enterprise recruiting, jobs, sales, or marketing products) who offer you opportunities (on behalf of themselves, their organizations, or others) such as offers to become a candidate for employment or other work or offers to purchase products or services. You acknowledge that LinkedIn does not perform these offered services, employ those who perform these services, or provide these offered products. You further acknowledge that LinkedIn does not supervise, direct, control, or monitor Members in the making of these offers, or in their providing you with work, delivering products or performing services, and you agree that (1) LinkedIn is not responsible for these offers, or performance or procurement of them, (2) LinkedIn does not endorse any particular Member’s offers, and (3) LinkedIn is not an agent or employment agency on behalf of any Member offering employment or other work, products or services. With respect to employment or other work, LinkedIn does not make employment or hiring decisions on behalf of Members offering opportunities and does not have such authority from Members or organizations using our products. For Services Marketplace , (a) you must be at least 18 years of age to procure, offer, or perform services, and (b) you represent and warrant that you have all the required licenses and will provide services consistent with the relevant industry standards and our Professional Community Policies . Others’ Events: Similarly, LinkedIn may help you register for and/or attend events organized by Members and connect with other Members who are attendees at such events. You agree that (1) LinkedIn is not responsible for the conduct of any of the Members or other attendees at such events, (2) LinkedIn does not endorse any particular event listed on our Services, (3) LinkedIn does not review and/or vet any of these events or speakers, and (4) you will adhere to the terms and conditions that apply to such events. 3.4 Limits We have the right to limit how you connect and interact on our Services. LinkedIn reserves the right to limit your use of the Services, including the number of your connections and your ability to contact other Members. LinkedIn reserves the right to restrict, suspend, or terminate your account if you breach this Contract or the law or are misusing the Services (e.g., violating any of the Dos and Don’ts or Professional Community Policies ). We can also remove any content or other information you shared if we believe it violates our Professional Community Policies or Dos and Don’ts or otherwise violates this Contract. Learn more about how we moderate content. 3.5 Intellectual Property Rights We’re providing you notice about our intellectual property rights. LinkedIn reserves all of its intellectual property rights in the Services. Trademarks and logos used in connection with the Services are the trademarks of their respective owners. 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If a court with authority over this Contract finds any part of it unenforceable, you and we agree that the court should modify the terms to make that part enforceable while still achieving its intent. If the court cannot do that, you and we agree to ask the court to remove that unenforceable part and still enforce the rest of this Contract. This Contract (including additional terms that may be provided by us when you engage with a feature of the Services) is the only agreement between us regarding the Services and supersedes all prior agreements for the Services. If we don't act to enforce a breach of this Contract, that does not mean that LinkedIn has waived its right to enforce this Contract. You may not assign or transfer this Contract (or your membership or use of Services) to anyone without our consent. However, you agree that LinkedIn may assign this Contract to its affiliates or a party that buys it without your consent. There are no third-party beneficiaries to this Contract. You agree that the only way to provide us legal notice is at the addresses provided in Section 10. 8. LinkedIn “Dos and Don’ts” LinkedIn is a community of professionals. This list of “Dos and Don’ts” along with our Professional Community Policies limits what you can and cannot do on our Services, unless otherwise explicitly permitted by LinkedIn in a separate writing (e.g., through a research agreement). 8.1. Dos You agree that you will: Comply with all applicable laws, including, without limitation, privacy laws, intellectual property laws, anti-spam laws, export control laws, laws governing the content shared, and other applicable laws and regulatory requirements; Provide accurate contact and identity information to us and keep it updated; Use your real name on your profile; and Use the Services in a professional manner. 8.2. 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https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=matteland&trk=public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_join-link | Sign Up | LinkedIn Join the world’s largest professional network Join LinkedIn to see Matt’s full profile - it’s free! Not you? Remove photo Email Password (6+ characters) First name Last name By clicking Agree & Join, you agree to the LinkedIn User Agreement , Privacy Policy , and Cookie Policy . Agree & Join or Security verification Already on LinkedIn? Sign in LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language | 2026-01-13T08:48:31 |
https://www.linkedin.com/legal/cookie-policy?trk=public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy | Cookie Policy | LinkedIn Skip to main content User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws Cookie Policy Effective on June 3, 2022 At LinkedIn, we believe in being clear and open about how we collect and use data related to you. This Cookie Policy applies to any LinkedIn product or service that links to this policy or incorporates it by reference. We use cookies and similar technologies such as pixels, local storage and mobile ad IDs (collectively referred to in this policy as “cookies”) to collect and use data as part of our Services, as defined in our Privacy Policy (“Services”) and which includes our sites, communications, mobile applications and off-site Services, such as our ad services and the “Apply with LinkedIn” and “Share with LinkedIn” plugins or tags. In the spirit of transparency, this policy provides detailed information about how and when we use these technologies. By continuing to visit or use our Services, you are agreeing to the use of cookies and similar technologies for the purposes described in this policy. What technologies are used? ENTER A SUMMARY Type of technology Description Cookies A cookie is a small file placed onto your device that enables LinkedIn features and functionality. Any browser visiting our sites may receive cookies from us or cookies from third parties such as our customers, partners or service providers. We or third parties may also place cookies in your browser when you visit non-LinkedIn sites that display ads or that host our plugins or tags . We use two types of cookies: persistent cookies and session cookies. A persistent cookie lasts beyond the current session and is used for many purposes, such as recognizing you as an existing user, so it’s easier to return to LinkedIn and interact with our Services without signing in again. Since a persistent cookie stays in your browser, it will be read by LinkedIn when you return to one of our sites or visit a third party site that uses our Services. Session cookies last only as long as the session (usually the current visit to a website or a browser session). Pixels A pixel is a tiny image that may be embedded within web pages and emails, requiring a call (which provides device and visit information) to our servers in order for the pixel to be rendered in those web pages and emails. We use pixels to learn more about your interactions with email content or web content, such as whether you interacted with ads or posts. Pixels can also enable us and third parties to place cookies on your browser. Local storage Local storage enables a website or application to store information locally on your device(s). Local storage may be used to improve the LinkedIn experience, for example, by enabling features, remembering your preferences and speeding up site functionality. Other similar technologies We also use other tracking technologies, such as mobile advertising IDs and tags for similar purposes as described in this Cookie Policy. References to similar technologies in this policy includes pixels, local storage, and other tracking technologies. Our cookie tables lists cookies and similar technologies that are used as part of our Services. Please note that the names of cookies and similar technologies may change over time. What are these technologies used for? Below we describe the purposes for which we use these technologies. ENTER SUMMARY Purpose Description Authentication We use cookies and similar technologies to recognize you when you visit our Services. If you’re signed into LinkedIn, these technologies help us show you the right information and personalize your experience in line with your settings. For example, cookies enable LinkedIn to identify you and verify your account. Security We use cookies and similar technologies to make your interactions with our Services faster and more secure. For example, we use cookies to enable and support our security features, keep your account safe and to help us detect malicious activity and violations of our User Agreement. Preferences, features and services We use cookies and similar technologies to enable the functionality of our Services, such as helping you to fill out forms on our Services more easily and providing you with features, insights and customized content in conjunction with our plugins. We also use these technologies to remember information about your browser and your preferences. For example, cookies can tell us which language you prefer and what your communications preferences are. We may also use local storage to speed up site functionality. Customized content We use cookies and similar technologies to customize your experience on our Services. For example, we may use cookies to remember previous searches so that when you return to our services, we can offer additional information that relates to your previous search. Plugins on and off LinkedIn We use cookies and similar technologies to enable LinkedIn plugins both on and off the LinkedIn sites. For example, our plugins, including the "Apply with LinkedIn" button or the "Share" button may be found on LinkedIn or third-party sites, such as the sites of our customers and partners. Our plugins use cookies and other technologies to provide analytics and recognize you on LinkedIn and third-party sites. If you interact with a plugin (for instance, by clicking "Apply"), the plugin will use cookies to identify you and initiate your request to apply. You can learn more about plugins in our Privacy Policy . Advertising Cookies and similar technologies help us show relevant advertising to you more effectively, both on and off our Services and to measure the performance of such ads. We use these technologies to learn whether content has been shown to you or whether someone who was presented with an ad later came back and took an action (e.g., downloaded a white paper or made a purchase) on another site. Similarly, our partners or service providers may use these technologies to determine whether we've shown an ad or a post and how it performed or provide us with information about how you interact with ads. We may also work with our customers and partners to show you an ad on or off LinkedIn, such as after you’ve visited a customer’s or partner’s site or application. These technologies help us provide aggregated information to our customers and partners. For further information regarding the use of cookies for advertising purposes, please see Sections 1.4 and 2.4 of the Privacy Policy . As noted in Section 1.4 of our Privacy Policy, outside Designated Countries , we also collect (or rely on others who collect) information about your device where you have not engaged with our Services (e.g., ad ID, IP address, operating system and browser information) so we can provide our Members with relevant ads and better understand their effectiveness. For further information, please see Section 1.4 of the Privacy Policy . Analytics and research Cookies and similar technologies help us learn more about how well our Services and plugins perform in different locations. We or our service providers use these technologies to understand, improve, and research products, features and services, including as you navigate through our sites or when you access LinkedIn from other sites, applications or devices. We or our service providers, use these technologies to determine and measure the performance of ads or posts on and off LinkedIn and to learn whether you have interacted with our websites, content or emails and provide analytics based on those interactions. We also use these technologies to provide aggregated information to our customers and partners as part of our Services. If you are a LinkedIn member but logged out of your account on a browser, LinkedIn may still continue to log your interaction with our Services on that browser until the expiration of the cookie in order to generate usage analytics for our Services. We may share these analytics in aggregate form with our customers. What third parties use these technologies in connection with our Services? Third parties such as our customers, partners and service providers may use cookies in connection with our Services. For example, third parties may use cookies in their LinkedIn pages, job posts and their advertisements on and off LinkedIn for their own marketing purposes. For an illustration, please visit LinkedIn’s Help Center . Third parties may also use cookies in connection with our off-site Services, such as LinkedIn ad services. Third parties may use cookies to help us to provide our Services. We may also work with third parties for our own marketing purposes and to enable us to analyze and research our Services. Your Choices You have choices on how LinkedIn uses cookies and similar technologies. Please note that if you limit the ability of LinkedIn to set cookies and similar technologies, you may worsen your overall user experience, since it may no longer be personalized to you. It may also stop you from saving customized settings like login information. Opt out of targeted advertising As described in Section 2.4 of the Privacy Policy , you have choices regarding the personalized ads you may see. LinkedIn Members can adjust their settings here . Visitor controls can be found here . Some mobile device operating systems such as Android provide the ability to control the use of mobile advertising IDs for ads personalization. You can learn how to use these controls by visiting the manufacturer’s website. We do not use iOS mobile advertising IDs for targeted advertising. Browser Controls Most browsers allow you to control cookies through their settings, which may be adapted to reflect your consent to the use of cookies. Further, most browsers also enable you to review and erase cookies, including LinkedIn cookies. To learn more about browser controls, please consult the documentation that your browser manufacturer provides. What is Do Not Track (DNT)? DNT is a concept that has been promoted by regulatory agencies such as the U.S. Federal Trade Commission (FTC), for the Internet industry to develop and implement a mechanism for allowing Internet users to control the tracking of their online activities across websites by using browser settings. As such, LinkedIn does not generally respond to “do not track” signals. Other helpful resources To learn more about advertisers’ use of cookies, please visit the following links: Internet Advertising Bureau (US) European Interactive Digital Advertising Alliance (EU) Internet Advertising Bureau (EU) LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language | 2026-01-13T08:48:31 |
https://twitter.com/shaundai | JavaScript is not available. We’ve detected that JavaScript is disabled in this browser. Please enable JavaScript or switch to a supported browser to continue using x.com. You can see a list of supported browsers in our Help Center. Help Center Terms of Service Privacy Policy Cookie Policy Imprint Ads info © 2026 X Corp. Something went wrong, but don’t fret — let’s give it another shot. Try again Some privacy related extensions may cause issues on x.com. Please disable them and try again. | 2026-01-13T08:48:31 |
https://www.linkedin.com/legal/cookie-policy?trk=public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy | Cookie Policy | LinkedIn Skip to main content User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws Cookie Policy Effective on June 3, 2022 At LinkedIn, we believe in being clear and open about how we collect and use data related to you. This Cookie Policy applies to any LinkedIn product or service that links to this policy or incorporates it by reference. We use cookies and similar technologies such as pixels, local storage and mobile ad IDs (collectively referred to in this policy as “cookies”) to collect and use data as part of our Services, as defined in our Privacy Policy (“Services”) and which includes our sites, communications, mobile applications and off-site Services, such as our ad services and the “Apply with LinkedIn” and “Share with LinkedIn” plugins or tags. In the spirit of transparency, this policy provides detailed information about how and when we use these technologies. By continuing to visit or use our Services, you are agreeing to the use of cookies and similar technologies for the purposes described in this policy. What technologies are used? ENTER A SUMMARY Type of technology Description Cookies A cookie is a small file placed onto your device that enables LinkedIn features and functionality. Any browser visiting our sites may receive cookies from us or cookies from third parties such as our customers, partners or service providers. We or third parties may also place cookies in your browser when you visit non-LinkedIn sites that display ads or that host our plugins or tags . We use two types of cookies: persistent cookies and session cookies. A persistent cookie lasts beyond the current session and is used for many purposes, such as recognizing you as an existing user, so it’s easier to return to LinkedIn and interact with our Services without signing in again. Since a persistent cookie stays in your browser, it will be read by LinkedIn when you return to one of our sites or visit a third party site that uses our Services. Session cookies last only as long as the session (usually the current visit to a website or a browser session). Pixels A pixel is a tiny image that may be embedded within web pages and emails, requiring a call (which provides device and visit information) to our servers in order for the pixel to be rendered in those web pages and emails. We use pixels to learn more about your interactions with email content or web content, such as whether you interacted with ads or posts. Pixels can also enable us and third parties to place cookies on your browser. Local storage Local storage enables a website or application to store information locally on your device(s). Local storage may be used to improve the LinkedIn experience, for example, by enabling features, remembering your preferences and speeding up site functionality. Other similar technologies We also use other tracking technologies, such as mobile advertising IDs and tags for similar purposes as described in this Cookie Policy. References to similar technologies in this policy includes pixels, local storage, and other tracking technologies. Our cookie tables lists cookies and similar technologies that are used as part of our Services. Please note that the names of cookies and similar technologies may change over time. What are these technologies used for? Below we describe the purposes for which we use these technologies. ENTER SUMMARY Purpose Description Authentication We use cookies and similar technologies to recognize you when you visit our Services. If you’re signed into LinkedIn, these technologies help us show you the right information and personalize your experience in line with your settings. For example, cookies enable LinkedIn to identify you and verify your account. Security We use cookies and similar technologies to make your interactions with our Services faster and more secure. For example, we use cookies to enable and support our security features, keep your account safe and to help us detect malicious activity and violations of our User Agreement. Preferences, features and services We use cookies and similar technologies to enable the functionality of our Services, such as helping you to fill out forms on our Services more easily and providing you with features, insights and customized content in conjunction with our plugins. We also use these technologies to remember information about your browser and your preferences. For example, cookies can tell us which language you prefer and what your communications preferences are. We may also use local storage to speed up site functionality. Customized content We use cookies and similar technologies to customize your experience on our Services. For example, we may use cookies to remember previous searches so that when you return to our services, we can offer additional information that relates to your previous search. Plugins on and off LinkedIn We use cookies and similar technologies to enable LinkedIn plugins both on and off the LinkedIn sites. For example, our plugins, including the "Apply with LinkedIn" button or the "Share" button may be found on LinkedIn or third-party sites, such as the sites of our customers and partners. Our plugins use cookies and other technologies to provide analytics and recognize you on LinkedIn and third-party sites. If you interact with a plugin (for instance, by clicking "Apply"), the plugin will use cookies to identify you and initiate your request to apply. You can learn more about plugins in our Privacy Policy . Advertising Cookies and similar technologies help us show relevant advertising to you more effectively, both on and off our Services and to measure the performance of such ads. We use these technologies to learn whether content has been shown to you or whether someone who was presented with an ad later came back and took an action (e.g., downloaded a white paper or made a purchase) on another site. Similarly, our partners or service providers may use these technologies to determine whether we've shown an ad or a post and how it performed or provide us with information about how you interact with ads. We may also work with our customers and partners to show you an ad on or off LinkedIn, such as after you’ve visited a customer’s or partner’s site or application. These technologies help us provide aggregated information to our customers and partners. For further information regarding the use of cookies for advertising purposes, please see Sections 1.4 and 2.4 of the Privacy Policy . As noted in Section 1.4 of our Privacy Policy, outside Designated Countries , we also collect (or rely on others who collect) information about your device where you have not engaged with our Services (e.g., ad ID, IP address, operating system and browser information) so we can provide our Members with relevant ads and better understand their effectiveness. For further information, please see Section 1.4 of the Privacy Policy . Analytics and research Cookies and similar technologies help us learn more about how well our Services and plugins perform in different locations. We or our service providers use these technologies to understand, improve, and research products, features and services, including as you navigate through our sites or when you access LinkedIn from other sites, applications or devices. We or our service providers, use these technologies to determine and measure the performance of ads or posts on and off LinkedIn and to learn whether you have interacted with our websites, content or emails and provide analytics based on those interactions. We also use these technologies to provide aggregated information to our customers and partners as part of our Services. If you are a LinkedIn member but logged out of your account on a browser, LinkedIn may still continue to log your interaction with our Services on that browser until the expiration of the cookie in order to generate usage analytics for our Services. We may share these analytics in aggregate form with our customers. What third parties use these technologies in connection with our Services? Third parties such as our customers, partners and service providers may use cookies in connection with our Services. For example, third parties may use cookies in their LinkedIn pages, job posts and their advertisements on and off LinkedIn for their own marketing purposes. For an illustration, please visit LinkedIn’s Help Center . Third parties may also use cookies in connection with our off-site Services, such as LinkedIn ad services. Third parties may use cookies to help us to provide our Services. We may also work with third parties for our own marketing purposes and to enable us to analyze and research our Services. Your Choices You have choices on how LinkedIn uses cookies and similar technologies. Please note that if you limit the ability of LinkedIn to set cookies and similar technologies, you may worsen your overall user experience, since it may no longer be personalized to you. It may also stop you from saving customized settings like login information. Opt out of targeted advertising As described in Section 2.4 of the Privacy Policy , you have choices regarding the personalized ads you may see. LinkedIn Members can adjust their settings here . Visitor controls can be found here . Some mobile device operating systems such as Android provide the ability to control the use of mobile advertising IDs for ads personalization. You can learn how to use these controls by visiting the manufacturer’s website. We do not use iOS mobile advertising IDs for targeted advertising. Browser Controls Most browsers allow you to control cookies through their settings, which may be adapted to reflect your consent to the use of cookies. Further, most browsers also enable you to review and erase cookies, including LinkedIn cookies. To learn more about browser controls, please consult the documentation that your browser manufacturer provides. What is Do Not Track (DNT)? DNT is a concept that has been promoted by regulatory agencies such as the U.S. Federal Trade Commission (FTC), for the Internet industry to develop and implement a mechanism for allowing Internet users to control the tracking of their online activities across websites by using browser settings. As such, LinkedIn does not generally respond to “do not track” signals. Other helpful resources To learn more about advertisers’ use of cookies, please visit the following links: Internet Advertising Bureau (US) European Interactive Digital Advertising Alliance (EU) Internet Advertising Bureau (EU) LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language | 2026-01-13T08:48:31 |
https://www.linkedin.com/legal/cookie-policy?trk=public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy | Cookie Policy | LinkedIn Skip to main content User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws Cookie Policy Effective on June 3, 2022 At LinkedIn, we believe in being clear and open about how we collect and use data related to you. This Cookie Policy applies to any LinkedIn product or service that links to this policy or incorporates it by reference. We use cookies and similar technologies such as pixels, local storage and mobile ad IDs (collectively referred to in this policy as “cookies”) to collect and use data as part of our Services, as defined in our Privacy Policy (“Services”) and which includes our sites, communications, mobile applications and off-site Services, such as our ad services and the “Apply with LinkedIn” and “Share with LinkedIn” plugins or tags. In the spirit of transparency, this policy provides detailed information about how and when we use these technologies. By continuing to visit or use our Services, you are agreeing to the use of cookies and similar technologies for the purposes described in this policy. What technologies are used? ENTER A SUMMARY Type of technology Description Cookies A cookie is a small file placed onto your device that enables LinkedIn features and functionality. Any browser visiting our sites may receive cookies from us or cookies from third parties such as our customers, partners or service providers. We or third parties may also place cookies in your browser when you visit non-LinkedIn sites that display ads or that host our plugins or tags . We use two types of cookies: persistent cookies and session cookies. A persistent cookie lasts beyond the current session and is used for many purposes, such as recognizing you as an existing user, so it’s easier to return to LinkedIn and interact with our Services without signing in again. Since a persistent cookie stays in your browser, it will be read by LinkedIn when you return to one of our sites or visit a third party site that uses our Services. Session cookies last only as long as the session (usually the current visit to a website or a browser session). Pixels A pixel is a tiny image that may be embedded within web pages and emails, requiring a call (which provides device and visit information) to our servers in order for the pixel to be rendered in those web pages and emails. We use pixels to learn more about your interactions with email content or web content, such as whether you interacted with ads or posts. Pixels can also enable us and third parties to place cookies on your browser. Local storage Local storage enables a website or application to store information locally on your device(s). Local storage may be used to improve the LinkedIn experience, for example, by enabling features, remembering your preferences and speeding up site functionality. Other similar technologies We also use other tracking technologies, such as mobile advertising IDs and tags for similar purposes as described in this Cookie Policy. References to similar technologies in this policy includes pixels, local storage, and other tracking technologies. Our cookie tables lists cookies and similar technologies that are used as part of our Services. Please note that the names of cookies and similar technologies may change over time. What are these technologies used for? Below we describe the purposes for which we use these technologies. ENTER SUMMARY Purpose Description Authentication We use cookies and similar technologies to recognize you when you visit our Services. If you’re signed into LinkedIn, these technologies help us show you the right information and personalize your experience in line with your settings. For example, cookies enable LinkedIn to identify you and verify your account. Security We use cookies and similar technologies to make your interactions with our Services faster and more secure. For example, we use cookies to enable and support our security features, keep your account safe and to help us detect malicious activity and violations of our User Agreement. Preferences, features and services We use cookies and similar technologies to enable the functionality of our Services, such as helping you to fill out forms on our Services more easily and providing you with features, insights and customized content in conjunction with our plugins. We also use these technologies to remember information about your browser and your preferences. For example, cookies can tell us which language you prefer and what your communications preferences are. We may also use local storage to speed up site functionality. Customized content We use cookies and similar technologies to customize your experience on our Services. For example, we may use cookies to remember previous searches so that when you return to our services, we can offer additional information that relates to your previous search. Plugins on and off LinkedIn We use cookies and similar technologies to enable LinkedIn plugins both on and off the LinkedIn sites. For example, our plugins, including the "Apply with LinkedIn" button or the "Share" button may be found on LinkedIn or third-party sites, such as the sites of our customers and partners. Our plugins use cookies and other technologies to provide analytics and recognize you on LinkedIn and third-party sites. If you interact with a plugin (for instance, by clicking "Apply"), the plugin will use cookies to identify you and initiate your request to apply. You can learn more about plugins in our Privacy Policy . Advertising Cookies and similar technologies help us show relevant advertising to you more effectively, both on and off our Services and to measure the performance of such ads. We use these technologies to learn whether content has been shown to you or whether someone who was presented with an ad later came back and took an action (e.g., downloaded a white paper or made a purchase) on another site. Similarly, our partners or service providers may use these technologies to determine whether we've shown an ad or a post and how it performed or provide us with information about how you interact with ads. We may also work with our customers and partners to show you an ad on or off LinkedIn, such as after you’ve visited a customer’s or partner’s site or application. These technologies help us provide aggregated information to our customers and partners. For further information regarding the use of cookies for advertising purposes, please see Sections 1.4 and 2.4 of the Privacy Policy . As noted in Section 1.4 of our Privacy Policy, outside Designated Countries , we also collect (or rely on others who collect) information about your device where you have not engaged with our Services (e.g., ad ID, IP address, operating system and browser information) so we can provide our Members with relevant ads and better understand their effectiveness. For further information, please see Section 1.4 of the Privacy Policy . Analytics and research Cookies and similar technologies help us learn more about how well our Services and plugins perform in different locations. We or our service providers use these technologies to understand, improve, and research products, features and services, including as you navigate through our sites or when you access LinkedIn from other sites, applications or devices. We or our service providers, use these technologies to determine and measure the performance of ads or posts on and off LinkedIn and to learn whether you have interacted with our websites, content or emails and provide analytics based on those interactions. We also use these technologies to provide aggregated information to our customers and partners as part of our Services. If you are a LinkedIn member but logged out of your account on a browser, LinkedIn may still continue to log your interaction with our Services on that browser until the expiration of the cookie in order to generate usage analytics for our Services. We may share these analytics in aggregate form with our customers. What third parties use these technologies in connection with our Services? Third parties such as our customers, partners and service providers may use cookies in connection with our Services. For example, third parties may use cookies in their LinkedIn pages, job posts and their advertisements on and off LinkedIn for their own marketing purposes. For an illustration, please visit LinkedIn’s Help Center . Third parties may also use cookies in connection with our off-site Services, such as LinkedIn ad services. Third parties may use cookies to help us to provide our Services. We may also work with third parties for our own marketing purposes and to enable us to analyze and research our Services. Your Choices You have choices on how LinkedIn uses cookies and similar technologies. Please note that if you limit the ability of LinkedIn to set cookies and similar technologies, you may worsen your overall user experience, since it may no longer be personalized to you. It may also stop you from saving customized settings like login information. Opt out of targeted advertising As described in Section 2.4 of the Privacy Policy , you have choices regarding the personalized ads you may see. LinkedIn Members can adjust their settings here . Visitor controls can be found here . Some mobile device operating systems such as Android provide the ability to control the use of mobile advertising IDs for ads personalization. You can learn how to use these controls by visiting the manufacturer’s website. We do not use iOS mobile advertising IDs for targeted advertising. Browser Controls Most browsers allow you to control cookies through their settings, which may be adapted to reflect your consent to the use of cookies. Further, most browsers also enable you to review and erase cookies, including LinkedIn cookies. To learn more about browser controls, please consult the documentation that your browser manufacturer provides. What is Do Not Track (DNT)? DNT is a concept that has been promoted by regulatory agencies such as the U.S. Federal Trade Commission (FTC), for the Internet industry to develop and implement a mechanism for allowing Internet users to control the tracking of their online activities across websites by using browser settings. As such, LinkedIn does not generally respond to “do not track” signals. Other helpful resources To learn more about advertisers’ use of cookies, please visit the following links: Internet Advertising Bureau (US) European Interactive Digital Advertising Alliance (EU) Internet Advertising Bureau (EU) LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language | 2026-01-13T08:48:31 |
https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=matteland&session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fmatteland&trk=public_profile_nav-header-join | Sign Up | LinkedIn Join the world’s largest professional network Join LinkedIn to see Matt’s full profile - it’s free! Not you? Remove photo Email Password (6+ characters) First name Last name By clicking Agree & Join, you agree to the LinkedIn User Agreement , Privacy Policy , and Cookie Policy . Agree & Join or Security verification Already on LinkedIn? Sign in LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language | 2026-01-13T08:48:31 |
https://www.linkedin.com/posts/victorfrye_heading-down-to-ohio-and-codemash-conference-activity-7416606710531870720-vG9x | Heading down to Ohio and CodeMash Conference to present on two topics I love: Containers and AI! I'll be assisting Matt Eland with a workshop and later presenting a general session on lightweight… | Victor Frye Agree & Join LinkedIn By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Join for free Victor Frye’s Post Victor Frye 10h Report this post Heading down to Ohio and CodeMash Conference to present on two topics I love: Containers and AI! I'll be assisting Matt Eland with a workshop and later presenting a general session on lightweight containerization. If you're there, come say hi to me or another EDJEr. We love meeting new people and talking tech. Or maybe drinks by the pool? I heard there's a swim up bar. Leading EDJE 3,640 followers 14h Catch Victor Frye at CodeMash 2026—twice! Victor is presenting two sessions on cutting-edge development practices: DIET DOCKER: Crafting Lightweight Containers with Multi-Stage Builds Thursday, Jan 15 | 12:15 - 1:15 PM Bloated images slow your builds at critical moments. Learn to craft efficient multi-stage Dockerfiles that deliver fast inner loops and secure production images. Testing, Evaluating, and Monitoring AI Agents (with Matt Eland ) Wednesday, Jan 14 | 1:00 - 5:00 PM Hands-on workshop exploring on-device LLM evaluation using OpenTelemetry, Aspire, and Microsoft.Extensions.AI.Evaluation. Build integration tests, detect drift, and consistently deliver high-quality AI solutions. From container optimization to AI evaluation—Victor's got you covered. See you in Sandusky! Full event details: https://lnkd.in/eRnm3kua #CodeMash2026 #Docker #DevOps #AI #MachineLearning #OpenTelemetry #Containers #CloudNative 7 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in 889 followers 101 Posts View Profile Follow Explore content categories Career Productivity Finance Soft Skills & Emotional Intelligence Project Management Education Technology Leadership Ecommerce User Experience Show more Show less LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language Sign in to view more content Create your free account or sign in to continue your search Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . | 2026-01-13T08:48:31 |
https://www.linkedin.com/legal/copyright-policy | Copyright Policy Skip to main content User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws Copyright Policy Effective March 26, 2014 Complaints regarding content posted on the LinkedIn website LinkedIn respects the intellectual property rights of others and desires to offer a platform which contains no content that violates those rights. Our User Agreement requires that information posted by Members be accurate, lawful and not in violation of the rights of third parties. To promote these objectives, LinkedIn provides a process for submission of complaints concerning content posted by our Members. Our policy and procedures are described and/or referenced in the sections that follow. Please note that whether or not we disable access to or remove content, LinkedIn may make a good faith attempt to forward the written notification, including the complainant’s contact information, to the Member who posted the content and/or take other reasonable steps to notify the Member that LinkedIn has received notice of an alleged violation of intellectual property rights or other content violation. It is also our policy, in appropriate circumstances and in our discretion, to disable and/or terminate the accounts of Members, or groups as the case may be, who infringe or repeatedly infringe the rights of others or otherwise post unlawful content. Please note that any notice or counter-notice you submit must be truthful and must be submitted under penalty of perjury. A false notice or counter-notice may give rise to personal liability. You may therefore want to seek the advice of legal counsel before submitting a notice or a counter-notice. Claims regarding copyright infringement Notice of Copyright Infringement: Pursuant to the Digital Millennium Copyright Act (17 U.S.C. § 512), LinkedIn has implemented procedures for receiving written notification of claimed infringements. LinkedIn has also designated an agent to receive notices of claimed copyright infringement. If you believe in good faith that your copyright has been infringed, you may complete and submit a Notice of Copyright Infringement form , or otherwise provide a written communication which contains: An electronic or physical signature of the person authorized to act on behalf of the owner of the copyright interest; A description of the copyrighted work that you claim has been infringed; A description specifying the location on our website of the material that you claim is infringing; Your email address and your mailing address and/or telephone number; A statement by you that you have a good faith belief that the disputed use is not authorized by the copyright owner, its agent, or the law; and A statement by you, made under penalty of perjury, that the information in your notice is accurate and that you are the copyright owner or authorized to act on the copyright owner’s behalf. Please submit your notice to LinkedIn Corporation’s Copyright Agent as follows: Fill out our online submission form to contact the LinkedIn Copyright Agent Or contact us by mail at: LinkedIn Corporation ATTN: Copyright Agent Legal Department 1000 West Maude Avenue Sunnyvale, CA 94085 USA Counter-Notice: If you believe that a notice of copyright infringement has been improperly submitted against you, you may submit a Counter-Notice, pursuant to Sections 512(g)(2) and (3) of the Digital Millennium Copyright Act. You may complete the Counter-Notice Regarding Claim of Copyright Infringement form , or otherwise provide a written communication which contains: Your physical or electronic signature; Identification of the material removed or to which access has been disabled; A statement under penalty of perjury that you have a good faith belief that removal or disablement of the material was a mistake or that the material was misidentified; Your full name, your email address, your mailing address, and a statement that you consent to the jurisdiction of the Federal District court (i) in the judicial district where your address is located if the address is in the United States, or (ii) located in the Northern District of California (Santa Clara County), if your address is located outside the United States, and that you will accept service of process from the Complainant submitting the notice or his/her authorized agent. Please submit your Counter-Notice to LinkedIn’s Copyright Agent via our online submission form or mail to the address specified above. Claims regarding content other than copyright infringement For issues other than copyright infringement please visit our Help Center where you’ll find information on how to flag and report other types of content violations. Learn more: Reporting Inappropriate Content, Messages, or Safety Concerns LinkedIn's Trademark Policy LinkedIn's False Profile Policy Notice regarding Associated Press content on LinkedIn: Associated Press text, photo, graphic, audio and/or video material shall not be published, broadcast, rewritten for broadcast or publication or redistributed directly or indirectly in any medium. Neither these AP materials nor any portion thereof may be stored in a computer except for personal and non-commercial use. Users may not download or reproduce a substantial portion of the AP material found on this web site. 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https://www.linkedin.com/legal/cookie-policy?trk=public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy | Cookie Policy | LinkedIn Skip to main content User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws Cookie Policy Effective on June 3, 2022 At LinkedIn, we believe in being clear and open about how we collect and use data related to you. This Cookie Policy applies to any LinkedIn product or service that links to this policy or incorporates it by reference. We use cookies and similar technologies such as pixels, local storage and mobile ad IDs (collectively referred to in this policy as “cookies”) to collect and use data as part of our Services, as defined in our Privacy Policy (“Services”) and which includes our sites, communications, mobile applications and off-site Services, such as our ad services and the “Apply with LinkedIn” and “Share with LinkedIn” plugins or tags. In the spirit of transparency, this policy provides detailed information about how and when we use these technologies. By continuing to visit or use our Services, you are agreeing to the use of cookies and similar technologies for the purposes described in this policy. What technologies are used? ENTER A SUMMARY Type of technology Description Cookies A cookie is a small file placed onto your device that enables LinkedIn features and functionality. Any browser visiting our sites may receive cookies from us or cookies from third parties such as our customers, partners or service providers. We or third parties may also place cookies in your browser when you visit non-LinkedIn sites that display ads or that host our plugins or tags . We use two types of cookies: persistent cookies and session cookies. A persistent cookie lasts beyond the current session and is used for many purposes, such as recognizing you as an existing user, so it’s easier to return to LinkedIn and interact with our Services without signing in again. Since a persistent cookie stays in your browser, it will be read by LinkedIn when you return to one of our sites or visit a third party site that uses our Services. Session cookies last only as long as the session (usually the current visit to a website or a browser session). 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Our cookie tables lists cookies and similar technologies that are used as part of our Services. Please note that the names of cookies and similar technologies may change over time. What are these technologies used for? Below we describe the purposes for which we use these technologies. ENTER SUMMARY Purpose Description Authentication We use cookies and similar technologies to recognize you when you visit our Services. If you’re signed into LinkedIn, these technologies help us show you the right information and personalize your experience in line with your settings. For example, cookies enable LinkedIn to identify you and verify your account. Security We use cookies and similar technologies to make your interactions with our Services faster and more secure. For example, we use cookies to enable and support our security features, keep your account safe and to help us detect malicious activity and violations of our User Agreement. 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If you are a LinkedIn member but logged out of your account on a browser, LinkedIn may still continue to log your interaction with our Services on that browser until the expiration of the cookie in order to generate usage analytics for our Services. We may share these analytics in aggregate form with our customers. What third parties use these technologies in connection with our Services? Third parties such as our customers, partners and service providers may use cookies in connection with our Services. For example, third parties may use cookies in their LinkedIn pages, job posts and their advertisements on and off LinkedIn for their own marketing purposes. For an illustration, please visit LinkedIn’s Help Center . Third parties may also use cookies in connection with our off-site Services, such as LinkedIn ad services. Third parties may use cookies to help us to provide our Services. We may also work with third parties for our own marketing purposes and to enable us to analyze and research our Services. Your Choices You have choices on how LinkedIn uses cookies and similar technologies. Please note that if you limit the ability of LinkedIn to set cookies and similar technologies, you may worsen your overall user experience, since it may no longer be personalized to you. It may also stop you from saving customized settings like login information. Opt out of targeted advertising As described in Section 2.4 of the Privacy Policy , you have choices regarding the personalized ads you may see. LinkedIn Members can adjust their settings here . Visitor controls can be found here . Some mobile device operating systems such as Android provide the ability to control the use of mobile advertising IDs for ads personalization. You can learn how to use these controls by visiting the manufacturer’s website. We do not use iOS mobile advertising IDs for targeted advertising. Browser Controls Most browsers allow you to control cookies through their settings, which may be adapted to reflect your consent to the use of cookies. Further, most browsers also enable you to review and erase cookies, including LinkedIn cookies. To learn more about browser controls, please consult the documentation that your browser manufacturer provides. What is Do Not Track (DNT)? DNT is a concept that has been promoted by regulatory agencies such as the U.S. Federal Trade Commission (FTC), for the Internet industry to develop and implement a mechanism for allowing Internet users to control the tracking of their online activities across websites by using browser settings. As such, LinkedIn does not generally respond to “do not track” signals. Other helpful resources To learn more about advertisers’ use of cookies, please visit the following links: Internet Advertising Bureau (US) European Interactive Digital Advertising Alliance (EU) Internet Advertising Bureau (EU) LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language | 2026-01-13T08:48:31 |
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