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https://events.linuxfoundation.org/archive/2020/kubecon-cloudnativecon-north-america/sponsor/ | Sponsor | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Sponsor Skip to page section Why Sponsor Sponsorship sales for KubeCon + CloudNativeCon North America 2020 – Virtual are now closed. Thank you to all of our sponsors! Thank you to all of our sponsors that made our first virtual event possible! Why Sponsor Join our community for an immersive digital experience that provides interactive content, networking opportunities and collaboration with peers. Sponsoring this event allows you to gain valuable mindshare of a targeted audience while engaging with 20,000+ developers, architects, and technical leaders. Together we will shape the future of the rapidly evolving cloud native ecosystem. Expand the number of attendees you can reach by participating in a global digital event that can be accessed anytime, anywhere. Participate in an online sponsor showcase to present videos, demos, and other resources, capture leads, and communicate directly with attendees via live chat. Engage with the industry’s top developers, end users, and vendors – including the world’s largest public cloud and enterprise software companies as well as hundreds of innovative startups. Inform and educate the cloud native community about your organization’s products, services, open source strategies, and cloud native direction. Take advantage of a professionally-organized conference run by a neutral nonprofit where content is curated by the community. Associate your brand with one of the fastest-growing technology communities. Support and engage with the ecosystem and the community that is the engine driving some of the highest velocity open source projects in the industry. Join CNCF’s hosted projects – Kubernetes, Prometheus, Envoy, CoreDNS, containerd, Fluentd, Jaeger, Vitess, TUF, Helm, OpenTracing, gRPC, CNI, Notary, NATS, Linkerd, Rook, Harbor, etcd, Open Policy Agent, CRI-O, TiKV, CloudEvents, Falco, Argo, and Dragonfly – and help bring cloud native project communities together. https://youtu.be/IlWsEQpc9MA Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Schedule Interactive Sessions Co-Located Events Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:26 |
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https://kr.linkedin.com/ | LinkedIn 대한민국: 로그인 또는 회원 가입 본문 내용으로 가기 LinkedIn 동의 후 가입 가입이나 로그인을 하기 위해 계속 버튼을 클릭하면 LinkedIn 사용자약관 , 개인정보 처리방침 , 쿠키정책 에 동의하게 됩니다. LinkedIn 글 사람 온라인클래스 채용공고 게임 로그인 회원 가입 프로를 위한 커뮤니티 이메일로 로그인 가입이나 로그인을 하기 위해 계속 버튼을 클릭하면 LinkedIn 사용자약관 , 개인정보 처리방침 , 쿠키정책 에 동의하게 됩니다. LinkedIn이 처음이세요? 회원 가입 나에게 맞는 자리 찾기 공학 사업개발 금융 보좌관 소매업 담당 고객지원 운영 IT 마케팅 인사 헬스케어 영업 프로젝트 관리 회계 미술·디자인 사회복지 컨설팅 교육 기업운영 법률 미디어 국방 제품관리 구매조달 품질관리 부동산 리서치 지원 행정 더보기 더보기 취소 수백만 명을 대상으로 채용공고를 게시하세요. 채용공고 올리기 최고의 소프트웨어 도구 발견 직접 사용한 경험이 있는 구매자와 1촌을 맺어 가장 적합한 제품을 찾으세요. 전자상거래 플랫폼 CRM 소프트웨어 인적 자원 관리 시스템 채용 소프트웨어 세일즈 인텔리전스 소프트웨어 프로젝트 관리 소프트웨어 헬프 데스크 소프트웨어 소셜 네트워킹 소프트웨어 데스크톱 퍼블리싱 소프트웨어 모두 표시 게임을 통해 정신을 기민하게 만들기 짧은 일일 게임을 통해 잠시 휴식을 취하면서 인맥에게 연락하세요. Zip Mini Sudoku Queens Tango Pinpoint Crossclimb 이전 콘텐츠 없음 현재 구직 중임을 알리세요. 구직중 기능을 이용하여 리크루터에게 비공개로 구직 의사를 표시하거나 공개적으로 LinkedIn 커뮤니티에 회원님이 이직 희망 중임을 알릴 수 있습니다. 오늘의 대화가 절호의 기회로 이어질 수 있습니다. 아는 사람들에게 메시지를 보내는 것은 경력 면에서 다음 단계를 나아갈 때 사람들과의 관계를 강화해 주는 좋은 방법입니다. 업계에 대한 최신 뉴스 보기 라이브 동영상, 스토리, 뉴스레터 등에 이르기까지 LinkedIn에서는 업계의 최신 정보를 얻을 수 있습니다. 다음 콘텐츠 없음 도움이 될 사람과 1촌 맺기 아는 사람 찾기 실력 키우기 배우려는 분야 선택 다양성, 형평성, 포용성(DEI) 10+ courses 리더십 및 관리 80+ courses 마케팅 0+ courses 비즈니스 분석 및 전략 40+ courses 비즈니스 소프트웨어 및 도구 10+ courses 비즈니스용 인공지능 10+ courses 영업 10+ courses 인적 자원 10+ courses 재무 및 회계 0+ courses 전문성 개발 90+ courses 커리어 개발 10+ courses 프로젝트 관리 20+ courses 훈련 및 교육 0+ courses 데이터 과학 20+ courses 소프트웨어 개발 20+ courses 웹 개발 0+ courses 인공지능(AI) 0+ courses 클라우드 컴퓨팅 10+ courses AEC 0+ courses 그래픽 디자인 0+ courses LinkedIn을 이용하는 이유는? 일자리 기회 찾기 동료나 동창 찾기 취업 기회 찾기 온라인클래스 듣기 동문과 동료들이 모여 있는 LinkedIn에 가입하세요. 시작 일반 회원가입 고객센터 소개 미디어 블로그 채용 개발자 LinkedIn 검색 온라인클래스 채용공고 게임 모바일 서비스 제품 탑 회사 허브 비즈니스솔루션 인재 마케팅 영업 온라인클래스 전체목록 회원 채용공고 회사 스페셜 온라인클래스 업데이트 글 학교 뉴스 뉴스레터 서비스 제품 조언 사람 검색 LinkedIn © 2026 정보 웹접근성 사용자약관 개인정보 처리방침 쿠키정책 저작권정책 브랜드정책 비회원 설정 커뮤니티정책 아랍어(العربية) 벵골어(বাংলা) 체코어(Čeština) 덴마크어(Dansk) 독일어(Deutsch) 그리스어(Ελληνικά) 영어(English) 스페인어(Español) 페르시아어(فارسی) 핀란드어(Suomi) 프랑스어(Français) 힌디어(हिंदी) 헝가리어(Magyar) 인도네시아어(Bahasa Indonesia) 이탈리아어(Italiano) 히브리어(עברית) 일본어(日本語) 한국어(Korean) 마라티어(मराठी) 말레이시아어(Bahasa Malaysia) 네덜란드어(Nederlands) 노르웨이어(Norsk) 펀자브어(ਪੰਜਾਬੀ) 폴란드어(Polski) 포르투갈어(Português) 루마니아어(Română) 러시아어(Русский) 스웨덴어(Svenska) 텔루구어(తెలుగు) 태국어(ภาษาไทย) 필리핀어(Tagalog) 터키어(Türkçe) 우크라이나어(Українська) 베트남어(Tiếng Việt) 중국어 간체(简体中文) 중국어 번체(正體中文) 언어 | 2026-01-13T08:48:26 |
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https://stackoverflow.blog/2025/11/18/introducing-stack-internal-powering-the-human-intelligence-layer-of-enterprise-ai/ | Introducing Stack Internal: Powering the human intelligence layer of enterprise AI - 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. November 18, 2025 Introducing Stack Internal: Powering the human intelligence layer of enterprise AI Today at Microsoft Ignite, we’re showcasing the next step in our evolution: Stack Overflow for Teams is now Stack Internal. It’s the next phase of our enterprise knowledge platform, reimagined for the AI era. Stack Internal is a secure knowledge platform that centralizes verified expertise to help enterprises accelerate development, reduce subject matter expert workload, and ensure compliance across teams and systems. With Stack Internal, humans and AI work together to automate knowledge curation and let teams focus on delivering value. Our mission is to be the essential knowledge toolkit for builders, elevating their craft by reducing their cognitive load and delivering measurable productivity gains. Stack Internal is how we get you there. Reinventing the enterprise brain As a developer-first company, we know that developers today are coping with a huge and growing cognitive load: dozens of disparate tools, knowledge scattered across platforms, and AI outputs that are often inaccurate or untrustworthy. Organizations are heavily invested in AI programs, yet without a reliable, human-validated knowledge base, many of those pilots flop. Overall, as many as 95% of generative AI pilots fail , according to the MIT Media Lab/Project NANDA. To produce results teams can leverage confidently, AI needs a wealth of trusted, community-vetted content. Historically, enterprise knowledge was almost entirely human-powered, with employees creating, curating, and maintaining the organization’s “second brain.” But there was a cost to all that human effort. Instead of devoting their time to innovation and creativity, developers spent much of it managing content and maintaining the knowledge system. That created silos and hampered progress. Stack Internal represents a shift from human effort alone to a human + AI partnership designed to reduce cognitive load, automate the capture and curation of information, and allow builders to put more energy into delivering value. Stack Internal centralizes expertise, validates it with human review, and makes it accessible inside the flow of work: within Microsoft Teams, through Microsoft Copilot, or right in the IDE. The results: Faster onboarding, fewer repeated questions, fewer hallucinations, and measurable improvements in productivity and compliance. What makes this moment especially exciting is our deep partnership with Microsoft. Together, we’re modernizing the enterprise’s second brain by bringing high-quality knowledge into every Microsoft workflow. Our goal is to empower developers to deliver high-quality code faster, leverage AI tools with confidence, and funnel their expertise back into the enterprise knowledge base to create a continuously self-enriching body of knowledge. Built on Azure and embedded throughout the Microsoft 365 ecosystem, Stack Internal integrates seamlessly with Copilot. Knowledge flows both ways: Copilot surfaces human-validated answers when you need them and contributes new learnings back into the platform. This bidirectional integration transforms how teams operate. Developers spend less time searching and more time building. AI copilots become smarter and more reliable. And every interaction strengthens the collective intelligence of the enterprise. This isn’t just a rebrand; it’s a turning point in how humans work with AI. Together, Stack and Microsoft are establishing a living foundation for enterprise AI, allowing companies to accelerate innovation, safeguard institutional knowledge, and modernize securely and confidently. The Stack Internal solution Stack Internal is more than a knowledge management system. It’s an enterprise knowledge layer that ingests, validates, and delivers knowledge into the tools and workflows organizations rely on. Here’s what that interface looks like in action: Knowledge Ingestion New to Stack Internal, Knowledge Ingestion brings high-value content from tools like Confluence and Microsoft Teams into Stack Internal, transforming fragmented information into a centralized knowledge base of high-quality atomic questions and answers. Using AI to structure and score imported content, the system ensures only accurate, relevant knowledge is published. Every piece of information is scored and verified through a scalable human-in-the-loop process to ensure accuracy and compliance with enterprise governance standards. Take a look at how Knowledge Ingestion works: This feature addresses one of the biggest challenges faced by the enterprise: knowledge that is fragmented and disconnected across systems. By seeding Stack Internal with already-proven content, the Knowledge Ingestion accelerates onboarding and shortens time-to-value. It also provides a strong foundation for AI copilots, search, and agentic workflows. The Knowledge Ingestion also delivers secure ingestion with confidence scoring and review controls, streamlined workflows to validate content at scale, and faster access to answers where developers work. Model Context Protocol (MCP) Server Now available to Stack Internal customers, the Model Context Protocol (MCP) Server is a secure integration layer that connects AI developer tools like GitHub Copilot, ChatGPT, and Cursor to an organization’s verified knowledge in Stack Internal. Even enterprise agents can take advantage of this new feature. By grounding AI outputs in human-validated enterprise content, the MCP Server reduces hallucinations, improves accuracy, and ensures that responses are trustworthy and properly attributed. Here’s how the MCP Server operates for users: Running inside customer infrastructure for full privacy and control, the MCP Server also supports that all-important bidirectional knowledge flow: AI agents can both draw from and contribute to the enterprise knowledge base. This keeps content fresh, reduces the need for context switching, and allows developers to work entirely within the flow of their tools. The Stack Internal MCP Server delivers faster, more reliable answers for any builder at your enterprise; stronger governance for the enterprise; continuous ROI on enterprise knowledge investments; and a faster, safer path to AI adoption across the enterprise. It’s a foundation for AI you can trust. Stack Overflow Microsoft 365 Copilot Connector With the Microsoft 365 Copilot connector, Stack Internal becomes a living, continuously updated foundation for AI-native workflows. One of many pre-built integrations, it seamlessly connects Stack Internal with Microsoft 365 Copilot, allowing users to access community-vetted Q&A content directly in their Copilot and Microsoft Search experiences. Take a look at the connector: Once configured, the connector sources an organization’s Stack Internal knowledge base so that developers, engineers, and business users can surface contextual, human-validated answers without leaving their Microsoft 365 environment. The connector goes beyond simple keyword matching: users can ask technical, process, or product-specific questions in natural language and receive grounded, relevant responses. This means copilots can draw from the same verified enterprise knowledge that powers Stack Internal—improving accuracy, reducing duplication, and speeding up decision-making. Extending Stack Internal into Microsoft 365 gives developers instant access to verified, organization-specific expertise directly in Copilot. No need to bug the engineering team for help understanding a new feature; the answers are right in front of you. Across the board, enterprise organizations benefit from a tighter connection between daily workflows, Microsoft’s AI ecosystem, and the knowledge intelligence layer that keeps teams productive and aligned. The Stack Overflow difference Stack Internal ensures that knowledge is available wherever work happens, whether it’s a chat platform, an IDE, a copilot, an assistant, or a coding agent. The platform gives developers and engineers instant access to trusted answers; it serves as a single source of truth to keep knowledge up-to-date, searchable, and secure. With Stack Overflow Internal, you get a knowledge intelligence layer strategically built for the enterprise—a partnership between humans and AI that accelerates innovation and reduces cognitive load. The downstream benefits are big: faster onboarding because users can self-serve the knowledge they need, fewer repeated questions, fewer hallucinations, and quantifiable productivity gains that help enterprise organizations modernize with confidence. This is the Stack Overflow difference: knowledge that starts where work happens, is strengthened through AI + human validation, and flows seamlessly into the enterprise’s most critical tools and AI systems. Author s Eira May B2B Editor Staff Stack Internal Company Stack Overflow Internal Where developers & technologists share private knowledge with coworkers. Learn more Recent articles January 12, 2026 Now everyone can chat on Stack Overflow January 5, 2026 What’s new at Stack Overflow: January 2026 January 2, 2026 A new worst coder has entered the chat: vibe coding without code knowledge January 1, 2026 Documents: The architect’s programming language Latest Podcast January 13, 2026 Vibe code anything in a Hanselminute Add to the discussion Login with your stackoverflow.com account to take part in the discussion. 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 | 2026-01-13T08:48:26 |
https://events.linuxfoundation.org/archive/2020/kubecon-cloudnativecon-north-america/program/colocated-events/ | Co-Located Events | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Co-Located Events Skip to page section Co-Located Event Hosts Co-Located Event Attendees AWS Container Day: Kubernetes Edition hosted by AWS (SOLD OUT) Capture the Flag Security Challenge KubeCon 2020 hosted by Trend Micro + Snyk Cloud-Native Data Management Day hosted by Kasten Cloud Native Security Day North America hosted by CNCF (SOLD OUT) Kubernetes: Beyond the Basics hosted by VMware Open Operators Day hosted by Canonical OpenShift Commons Gathering hosted by Red Hat OpenTelemetry Community Day hosted by CNCF Production Identity Day: SPIFFE + SPIRE hosted by CNCF Putting Apache Cassandra™ on Automatic with Kubernetes hosted by DataStax ScaleX hosted by Cisco ServiceMeshCon North America hosted by CNCF Thank you to all of our co-located event hosts and those that participated! Cloud Native Security Day and ServiceMeshCon are available on-demand in the event platform (event registration required) and will be posted to the CNCF YouTube channel in early December. Video content from OpenTelemetry Community Day and Production Identity Day: SPIFFE + SPRIRE (held on external platforms) will be posted to the CNCF YouTube channel in early December as well. All sponsor co-located events are available at sponsor discretion and on their own platforms. Please reach out to the event organizer for further details. Co-Located Event Hosts Thank you for your interest in hosting a co-located event! Opportunities for KubeCon + CloudNativeCon North America 2020 have closed. To be notified when co-located event packages for KubeCon + CloudNativeCon Europe 2021 launch, please complete our information request form ! Co-Located Event Attendees Want to attend a co-located event? Review the list of options below. These events are NOT included in the purchase of a KubeCon + CloudNativeCon ticket. Pre-registration is required for each co-located event and many have a separate fee associated. When co-located events are published, you can add your preferred event by selecting it during the registration process or by logging back into your registration profile. AWS Container Day: Kubernetes Edition hosted by AWS Date: Tuesday, November 17 | Time: 10:00 AM – 6:00 PM ET | Location: Virtual Registration Fees: Complimentary Join us for AWS Container Day , a fully live, virtual day of sessions all about Amazon EKS and Kubernetes at AWS, hosted by Containers from the Couch. At this Day Zero KubeCon event, the AWS Kubernetes team will be discussing new launches, demoing products and features, covering best practices, and answering your question live on Twitch. For questions regarding this event, please reach out to awscontainerday@amazon.com . Capture the Flag Security Challenge KubeCon 2020 hosted by Trend Micro + Snyk (SOLD OUT) Date: Tuesday, November 17, 2020 | Time : 11:00 AM – 12:00 PM EST OR 1:00 PM – 2:00 PM EST Location: Virtual Registration Fees: Complimentary As an official KubeCon 2020 challenge, attendees are invited to join the Trend Micro and Snyk Capture the Flag – Security Challenge! You have always wanted to join a Capture the Flag security challenge but have never taken the chance. You have been studying and training in isolation, mainly in the remote corners of your unintended home office waiting for the opportunity — and now that time has arrived! Whether you are a novice application coder or experienced security practitioner, this challenge is designed to bring out the fun and competitiveness expected in a Capture the Flag competition with one catch…it will take less than an hour. Join Trend Micro and Snyk security experts and our world class commentators for a hands-on learning experience as you navigate a simulated cyberattack against applications, and protect them using Trend Micro and Snyk security tools. Join this action-packed session to protect cloud native applications and learn to: • Deploy and integrate security early on in your Jenkins pipeline • Detect and investigate open source vulnerabilities, and threats in container images • Simulate an attack on a running container in EKS based on the results identified • Protect the application with security-as-code to prevent vulnerabilities from being exploited Top 3 winners will be given to the competitors with the most points + bragging rights. This experience has something for everyone! Compete alongside your peers, listen to guest commentators as you climb the leader board, and sit in the same chair you have not left for the past 9 months as you strive to win each level of the challenge and bragging rights for the top prizes. For questions regarding this event, please reach out to rheena_deguzman@trendmicro.com . Cloud-Native Data Management Day hosted by Kasten Date: Tuesday, November 17 | Time: 11:00 AM – 4:00 PM ET | Location: Virtual Registration Fees: US$20 (donated to Girls Who Code) The Cloud-Native Data Management Day event is designed to bring together various stakeholders in the Kubernetes storage, application backup, and mobility community to discuss and share current challenges and solutions in cloud native data management. This event will share customer journeys and spotlight industry experts across storage, data services, and backup vendors. There will be a lot of practical knowledge sharing, along with fun-filled demos. For questions regarding this event, please reach out to info@kasten.io . Cloud Native Security Day North America hosted by CNCF Date: Tuesday, November 17 | Time: 10:00 AM – 6:00 PM ET | Location: Virtual Registration Fees: US$20 Cloud Native Security Day is designed to bring together the cloud native security community together to discuss and share current challenges and solutions in cloud native security. This event provides a single place for people involved or getting involved in cloud native security to get together in a vendor neutral space. This event allows and encourages open collaboration and sharing of cloud native security accomplishments and roadblocks. Cloud native security is a multi-objective and multi-constrained problem space spanning many areas. Pretty much everything falls into security, from identity management to storage solutions. Cloud Native Security Day ( #cnsecurityday ) is intended to drive collaboration, discussion, and knowledge sharing of cloud native security accomplishments and roadblocks. Get connected with others that are passionate about security. Learn from practitioners about pitfalls to avoid, hurdles to jump, and how to integrate security into your cloud native project, architecture, and enhance team awareness on security. More details available here . APPLY TO SPEAK Submissions close October 4 and speakers will be notified October 19, with all recordings due by October 30. APPLY FOR DIVERSITY SCHOLARSHIP Applications close Sunday, November 1 (11:59PM Pacific Time), and all applicants will be notified within 14 business days of submitting their application, or no later than Friday, November 6. For questions regarding this event, please reach out to events@cncf.io . Kubernetes: Beyond the Basics hosted by VMware Sold Out – Waitlist Available Date: Tuesday, November 17 | Time: 9:00 AM – 5:00 PM ET | Location: Virtual Registration Fees: US$20 (donated to the CNCF Diversity Scholarship Fund) You know how to build containers and know what a pod is. In this one-day workshop, you’ll learn more about and get hands-on experience with interacting with Kubernetes, Kubernetes networking, and managing dynamic cloud-native applications. For questions regarding this event, please reach out to boschem@vmware.com . Open Operators Day hosted by Canonical Date: Tuesday, November 17 | Time: Asia: 14:00-18:00 CST – EMEA: 13:00-17:00 BST – Americas: 2:00-6:00 EST | Location: Virtual Registration Fees: Complimentary The Open Operators Day is for devops to learn about the Open Operator Collection, an open-source initiative to provide a large number of interoperable, easily integrated operators for common workloads. We’ll talk about where Open Operators come from and what the community is looking to build. Organized by Canonical, the publisher of Ubuntu, the day will be split in 3 time zone friendly sessions: Asia: 14:00-18:00 CST (1:00 AM – 5:00 AM ET) EMEA: 13:00-17:00 BST (8:00 AM – 12:00 PM ET) Americas: 11:00-15:00 PST (2:00 PM – 6:00 PM ET) Each session will mix keynotes, training and community discussions. For questions regarding this event, please reach out to marketing@canonical.com . OpenShift Commons Gathering hosted by Red Hat Date: Tuesday, November 17 | Time: 9:00 AM – 5:00 PM ET | Location: Virtual Registration Fees: Complimentary The OpenShift Commons Gathering brings together experts from all over the world to discuss container technologies, best practices for cloud native application developers and the open source software projects that underpin the OpenShift ecosystem. This Gathering focuses on talks by end users on OpenShift 4 implementations in production mode, in which they will share their use cases, learnings and good practices with experts from all over the world. In addition there are talks from CNCF upstream project leads including Kubernetes, ServiceMesh, Operators, Security and more. For more information, visit the event website ! For questions regarding this event, please reach out to mbecker@redhat.com . OpenTelemetry Community Day hosted by CNCF Date: Tuesday, November 17 | Time: 10:00 AM – 6:00 PM ET | Location: Virtual Registration Fees: US$20 OpenTelemetry Community Day is a time and a place for maintainers, contributors, and users of OpenTelemetry to come together and celebrate both our work and our successes with Observability. We’ll talk about where we’ve been and where we’re going, together. Join us for a day of community roundtables and discussion groups on OpenTelemetry itself, a flurry of lightning talks where your peers will share how they’ve been using OpenTelemetry and Observability tools, and some fantastic keynotes and maintainer discussions to help us know where we’re all going next. More details are available here . APPLY TO SPEAK Submissions close October 11 and speakers will be notified October 21, with all recordings due by October 30. APPLY FOR DIVERSITY SCHOLARSHIP Applications close Sunday, November 1 (11:59PM Pacific Time), and all applicants will be notified within 14 business days of submitting their application, or no later than Friday, November 6. For questions regarding this event, please reach out to events@cncf.io . Production Identity Day: SPIFFE + SPIRE hosted by CNCF Date: Tuesday, November 17 | Time: 11:00 AM – 6:00 PM ET | Location: Virtual Registration Fees: US$20 “Production identity” is a common set of identity and authentication challenges facing distributed systems. Many spend significant time and effort in establishing trusted bi-directional communication between different parts of the system. Often these are lacking in many respects: not rooted in sound identity “bedrock”, no ability to rotate credentials, no federation with other systems, and few policy opportunities (which are highly valued and critical for enterprises). SPIFFE and SPIRE are CNCF incubating projects that aim to solve these challenges in a common way by defining and implementing a universal identity control plane that can be leveraged across many different types of systems — not just containerized or cloud native. We are excited to host the first Production Identity Day at KubeCon to share learnings around the latest developments in the space, exhibit demonstrations, and discuss real-world use cases with others who share an interest in identity, authentication, and zero trust security. To learn more, visit the event website ! Twitter | @SPIFFEio #SPIFFE #ProdIdentity APPLY TO SPEAK Submissions close October 25 (11:59 pm ET). APPLY FOR DIVERSITY SCHOLARSHIP Applications close Sunday, November 1 (11:59PM Pacific Time), and all applicants will be notified within 14 business days of submitting their application, or no later than Friday, November 6. For questions regarding this event, please reach out to events@cncf.io . Putting Apache Cassandra™ on Automatic with Kubernetes hosted by DataStax Date: Tuesday, November 17 | Time: 12:00 – 3:00 PM ET | Location: Virtual Registration Fees: Complimentary Deploying a scalable, elastic and self-healing data plane in Kubernetes should be easy. In this workshop we’ll show you how to do it with ready to go tooling that gives you everything you need to be successful. Apache Cassandra™ combined with Kubernetes compliment each other so well, you’ll wonder why you haven’t tried it before. Don’t compromise on your choice. You can use the same database that has been making a difference at companies like Home Depot, Netflix and Apple without having to become an expert at distributed systems. Data use cases from financial services transactions to entertainment streaming services all rely on Cassandra and impact our daily lives. In this workshop, we will introduce you to how Cassandra’s architecture and logical fault domains are complimented by Kubernetes. You’ll take a typical containerized application and deploy it with a fully automated data service backed by Apache Cassandra. Move fast with confidence and very few trade-offs. Don’t miss it! All attendees will receive a FREE Cassandra certification voucher ($145 value). For questions regarding this event, please reach out to erica.lien@datastax.com . ScaleX hosted by Cisco Date: Tuesday, November 17 | Time: 10:00 AM – 5:00 PM ET | Location: Virtual Registration Fees: US$20 (donated to the CNCF Diversity Scholarship Fund) Why join us for ScaleX? Today, it’s all about apps and digital services – not just to keep the business running – but to also grow and compete even more aggressively. But modern cloud native development can be complicated with the lack of true pipeline integration across tools for application platforms, security, and networking for an app-first world. This is exactly what inspired us to create ScaleX. We have a full day of sessions that explore what building for scalability and reliability means for the modern cloud native developer. At ScaleX, you’ll hear from the people building, operating, and maintaining reliable cloud native systems at scale in a full day of tutorials, deep dives, and use cases. It’s time to put scalability and reliability first when building, operating, and maintaining truly cloud native systems. So, be sure to join us at ScaleX! To learn more, visit the event web site! For questions regarding this event, please reach out to gkevorki@cisco.com . ServiceMeshCon North America hosted by CNCF Date: Tuesday, November 17 | Time: 10:00 AM – 6:00 PM ET | Location: Virtual Registration Fees: US$20 ServiceMeshCon is a vendor-neutral conference on service mesh technologies, featuring maintainers across different service mesh projects and also showcasing the lessons learned from running service meshes in production. More details available here . APPLY TO SPEAK Submissions close October 4 and speakers will be notified October 19, with all recordings due by October 30. APPLY FOR DIVERSITY SCHOLARSHIP Applications close Sunday, November 1 (11:59PM Pacific Time), and all applicants will be notified within 14 business days of submitting their application, or no later than Friday, November 6. For questions regarding this event, please reach out to events@cncf.io . Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Schedule Interactive Sessions Co-Located Events Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:26 |
https://events.linuxfoundation.org/archive/2020/kubecon-cloudnativecon-north-america/attend/diversity-inclusion/ | Diversity + Inclusion | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Diversity + Inclusion Skip to page section General Registration Discounts/Scholarships Conversations Closed Captioning Contact Us Education and collaboration are vital to the future of the CNCF ecosystem, and it is imperative to us that everyone in the community that wants to participate feels welcome to do so regardless of gender, gender identity, sexual orientation, disability, race, ethnicity, age, religion, or economic status. Our code of conduct outlines our expectations for all those who participate in our community, as well as the consequences for unacceptable behavior. Registration Discounts/Scholarships To encourage and increase the participation of a diverse community, we are pleased to offer diversity and need-based registration scholarships and discounts to our conferences. Scholarships: Additional information and application can be found here . Conversations EmpowerUs Event: Uniting to Drive Tech Sector Growth through Diversity + Inclusion Tuesday, November 17 | 1:00 PM – 2:00 PM ET Concerted efforts to build diversity and inclusion into the tech sector are essential. Different experiences, outlooks and perspectives make your entire workforce better at solving complex problems, managing risks and spotting opportunities. This kind of strength and resilience is needed more urgently than ever as rapidly industry growth creates critical talent gaps and shortages. Meeting this demand by increasing employee diversity and the number of women pursuing tech sector careers, investing in the education they need to prepare and succeed, and ensuring visibility and career advancement for those currently working in the industry is imperative. Host Ali Fenn, president of ITRenew, will be joined by members of the iMasons organization, including Chairman and Founder Dean Nelson and Amber Caramella of IM Women, for a candid discussion on what it will take for tech companies to foster this approach to growth and culture of paying it forward. Ali will also share her experiences working toward a more diverse and sustainable digital future. The panel will be followed by an interactive session where you’ll have a chance to comment, debate and discuss with panelists and peers. RSVP today! An official RSVP for the EmpowerUs conversation is required. RSVP CLOSED Thank you to our sponsor! Diversity + Inclusion Workshop: Removing Barriers to Innovation in Becoming a Better Ally Thursday, November 19 | 4:50 PM – 5:40 PM ET As we find ourselves at a pivotal time in history where racial equality has never been more important, join national and international speaker Christopher Lafayette as he shares best practices toward removing barriers to innovation. Join us for a workshop on sharing, expressing and learning new ideas for companies and individuals toward becoming better allies for underserved communities in technology. Thank you to our sponsor! Peer Group Mentoring + Career Networking Friday, November 20 | 5:00 PM – 6:00 PM ET The community collectively has an immense depth of knowledge and expertise which we can explore and learn from at this collaborative event. Whether you’re new, or not so new to open source and the cloud native community, we invite you to join us for the KubeCon Peer Group Mentoring + Career Networking Session. You’ll have the chance to meet with experienced open source veterans across many CNCF projects. You will be paired with other people in a pod-like setting to explore technical, community, and career questions together. MENTEE SIGN-UPS CLOSED MENTOR SIGN-UPS CLOSED Closed Captioning Closed captioning through Wordly will be available for each session when it “goes live.” A closed caption icon will appear at the bottom of the platform screen when you are logged in to each presentation. Simply click the icon and choose from one of 18 languages so that you won’t miss a beat from any presenter(s). Please note that once each session has played at its “live” time, closed captioning will not be available for the videos on-demand within Intrado. If you are watching a video on-demand and need closed captioning, you can find a transcript of the presentation in Sched. Languages available through Wordly: English (US) Arabic Bengali Chinese (Simplified) Chinese (Traditional) Dutch – English (AU) English (UK) French (CA) French (FR) German Hindi Italian Japanese Korean Portuguese (BR) Portuguese (PT) Russian Spanish Contact Us With Ideas If you have ideas on how we can create a more inclusive event, please do not hesitate to let us know. Contact Angela Brown, General Manager of Events, at angela@linuxfoundation.org . Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Schedule Interactive Sessions Co-Located Events Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:26 |
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All Systems Operational About This Site Check GitHub Enterprise Cloud status by region: - Australia: au.githubstatus.com - EU: eu.githubstatus.com - Japan: jp.githubstatus.com - US: us.githubstatus.com Git Operations ? Operational Webhooks ? Operational Visit www.githubstatus.com for more information Operational API Requests ? Operational Issues ? Operational Pull Requests ? Operational Actions ? Operational Packages ? Operational Pages ? Operational Codespaces ? Operational Copilot Operational Operational Degraded Performance Partial Outage Major Outage Maintenance Past Incidents Jan 13 , 2026 No incidents reported today. Jan 12 , 2026 Disruption with some GitHub services Resolved - This incident has been resolved. Thank you for your patience and understanding as we addressed this issue. A detailed root cause analysis will be shared as soon as it is available. Jan 12 , 10:17 UTC Update - Actions jobs that use custom Linux images are failing to start. We've identified the underlying issue and are working on mitigation. Jan 12 , 10:09 UTC Update - Actions is experiencing degraded performance. We are continuing to investigate. Jan 12 , 10:06 UTC Investigating - We are investigating reports of impacted performance for some GitHub services. Jan 12 , 10:02 UTC Jan 11 , 2026 No incidents reported. Jan 10 , 2026 Disruption with some GitHub services Resolved - From January 5, 2026, 00:00 UTC to January 10, 2026, 02:30 UTC, customers using the AI Controls public preview feature experienced delays in viewing Copilot agent session data. Newly created sessions took progressively longer to appear, initially hours, then eventually exceeding 24 hours. Since the page displays only the most recent 24 hours of activity, once processing delays exceeded this threshold, no recent data was visible. Session data remained available in audit logs throughout the incident. Inefficient database queries in the data processing pipeline caused significant processing latency, creating a multi-day backlog. As the backlog grew, the delay between when sessions occurred and when they appeared on the page increased, eventually exceeding the 24-hour display window. The issue was resolved on January 10, 2026, 02:30 UTC, after query optimizations and a database index were deployed. We are implementing enhanced monitoring and automated testing to detect inefficient queries before deployment to prevent recurrence. Jan 10 , 02:33 UTC Update - Our queue has cleared. The last 24 hours of agent session history should now be visible on the AI Controls UI. No data was lost due to this incident. Jan 10 , 02:33 UTC Update - We estimate the backlogged queue will take 3 hours to process. We will post another update once it is completed, or if anything changes with the recovery process. Jan 9 , 23:56 UTC Update - We have deployed an additional fix and are beginning to see recovery to the queue preventing AI Sessions from showing in the AI Controls UI. We are working on an estimate for when the queue will be fully processed, and will post another update once we have that information. Jan 9 , 23:44 UTC Update - We are seeing delays processing the AI Session event queue, which is causing sessions to not be displayed on the AI Controls UI. We have deployed a fix to improve the queue processing and are monitoring for effectiveness. We continue to investigate other mitigation paths. Jan 9 , 22:41 UTC Update - We continue to investigate the problem with Copilot agent sessions not rendering in AI Controls. Jan 9 , 21:36 UTC Update - We continue to investigate the problem with Copilot agent sessions not rendering in ai controls. Jan 9 , 21:08 UTC Update - We continue to investigate the problem with Copilot agent sessions not rendering in ai controls. Jan 9 , 20:07 UTC Update - We continue to investigate the problem with Copilot agent sessions not rendering in ai controls. Jan 9 , 19:35 UTC Update - We continue to investigate the problem with Copilot agent sessions not rendering in ai controls. Jan 9 , 19:02 UTC Update - We continue to investigate the problem with Copilot agent sessions not rendering in ai controls. Jan 9 , 18:39 UTC Update - Agent Session activity is still observable in audit logs, and this only impacts the AI Controls UI. Jan 9 , 18:08 UTC Update - We are investigating an incident affecting missing Agent Session data on the AI Settings page on Agent Control Plane. Jan 9 , 17:57 UTC Investigating - We are investigating reports of impacted performance for some GitHub services. Jan 9 , 17:53 UTC Jan 9 , 2026 Jan 8 , 2026 Incident with Copilot Resolved - On January 8th, 2025, between approximately 00:00 and 1:30 UTC, the Copilot service experienced a degradation of the Grok Code Fast 1 model due to an issue with our upstream provider. Users encountered elevated error rates when using Grok Code Fast 1. Approximately 4.5% of requests failed across all users during this time. No other models were impacted. The issue was resolved by a mitigation put in place by our provider. Jan 8 , 01:32 UTC Update - The issues with our upstream model provider have been resolved, and Grok Code Fast 1 is once again available in Copilot Chat and across IDE integrations. We will continue monitoring to ensure stability, but mitigation is complete. Jan 8 , 01:31 UTC Update - We are experiencing degraded availability for the Grok Code Fast 1 model in Copilot Chat, VS Code and other Copilot products. This is due to an issue with an upstream model provider. We are working with them to resolve the issue. Other models are available and working as expected. Jan 8 , 00:45 UTC Investigating - We are investigating reports of degraded performance for Copilot Jan 8 , 00:45 UTC Jan 7 , 2026 Some models missing in Copilot Resolved - This incident has been resolved. Thank you for your patience and understanding as we addressed this issue. A detailed root cause analysis will be shared as soon as it is available. Jan 7 , 21:07 UTC Update - We have implemented a mitigation and confirmed that Copilot Pro and Business accounts now have access to the previously missing models. We will continue monitoring to ensure complete resolution. Jan 7 , 19:43 UTC Update - We continue to investigate. We'll post another update by 19:50 UTC. Jan 7 , 19:29 UTC Update - Correction - Copilot Pro and Business users are impacted. Copilot Pro+ and Enterprise users are not impacted. Jan 7 , 19:10 UTC Update - We continue to investigate this problem and have confirmed only Copilot Business users are impacted. We'll post another update by 19:30 UTC. Jan 7 , 19:06 UTC Update - We are currently investigating reports of some Copilot Pro premium models including Opus and GPT 5.2 being unavailable in Copilot products. We'll post another update by 19:08 UTC. Jan 7 , 18:44 UTC Update - We have received reports that some expected models are missing from VSCode and other products using Copilot. We are investigating the cause of this to restore access. Jan 7 , 18:33 UTC Investigating - We are investigating reports of degraded performance for Copilot Jan 7 , 18:32 UTC Jan 6 , 2026 Incident with Actions Resolved - On January 6, 2026 between 12:55 UTC and 17:04 UTC, the ability to download Actions artifacts from GitHub’s web interface was degraded. During this time, all attempts to download artifacts from the web interface failed. Artifact downloads via the REST API and GitHub CLI were unaffected. This was due to a client-side change that was deployed to optimize performance when navigating between pages in a repository. We mitigated the incident by reverting the change. We are working to improve testing of related changes and to add monitoring coverage for artifact downloads through the web interface to reduce our time to detection and prevent similar incidents from occurring in the future. Jan 6 , 17:06 UTC Update - We are investigating issues downloading artifacts from Actions workflows. All customers are affected when attempting to download through the web interface. We're actively working on a fix and will post another update by 17:15 UTC. Jan 6 , 16:44 UTC Investigating - We are investigating reports of degraded performance for Actions Jan 6 , 16:41 UTC Incident with Copilot Resolved - On January 6th, 2026, between approximately 8:41 and 10:07 UTC, the Copilot service experienced a degradation of the GPT-5.1-Codex-Max model due to an issue with our upstream provider. During this time, up to 14.17% of requests to GPT-5.1-Codex-Max failed. No other models were impacted. The issue was resolved by a mitigation put in place by our provider. GitHub is working with our provider to further improve the resiliency of the service to prevent similar incidents in the future. Jan 6 , 10:08 UTC Update - The issues with our upstream model provider have been resolved, and GPT-5.1-Codex-Max is once again available. We will continue monitoring to ensure stability. Jan 6 , 10:07 UTC Update - We are experiencing degraded availability for the GPT-5.1-Codex-Max model in Copilot Chat, VS Code and other Copilot products. This is due to an issue with an upstream model provider. We are working with them to resolve the issue. Other models are available and working as expected. Jan 6 , 09:03 UTC Investigating - We are investigating reports of degraded performance for Copilot Jan 6 , 08:56 UTC Jan 5 , 2026 No incidents reported. Jan 4 , 2026 No incidents reported. Jan 3 , 2026 No incidents reported. Jan 2 , 2026 No incidents reported. Jan 1 , 2026 Disruption with some GitHub services Resolved - On December 31, 2025, between 04:00 UTC and 22:31 UTC, all users visiting https://github.com/features/copilot were unable to load the page and were instead redirected to an error page. The issue was caused by an unexpected content change that resulted in page rendering errors. We mitigated the incident by reverting the change, which restored normal page behavior. To reduce the likelihood and duration of similar issues in the future, we are improving monitoring and alerting for increased error rates on this page and similar pages, and strengthening validation and safeguards around content updates to prevent unexpected changes from causing user-facing errors. Jan 1 , 22:31 UTC Update - Our Copilot feature page ( https://github.com/features/copilot ) is returning 500s. We are currently investigating. This does not impact the core GitHub application. Jan 1 , 21:24 UTC Investigating - We are investigating reports of impacted performance for some GitHub services. Jan 1 , 21:24 UTC Dec 31 , 2025 No incidents reported. Dec 30 , 2025 No incidents reported. ← Incident History Powered by Atlassian Statuspage GitHub text logo Subscribe to our developer newsletter Get tips, technical guides, and best practices. Twice a month. Right in your inbox. 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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 Linux Follow Hide What are clouds made of? Linux servers, mostly. Create Post submission guidelines Articles and discussions should be directly related to Linux operating systems. Questions are encouraged (see the #help tag). Content with the main focus on bash or the Unix shell is permitted, but don't forget to add the #bash or #unix tag as you see it fitting. Articles mainly about WSL should be tagged with #wsl instead of #linux. about #linux Linux is a family of free and open source operating systems built on top of the Linux kernel, first released on 1991 by Linus Torvalds. Older #linux posts 1 2 3 4 5 6 7 8 9 … 75 … 427 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu 🩺 How I Troubleshoot an EC2 Instance in the Real World (Using Instance Diagnostics) Venkata Pavan Vishnu Rachapudi Venkata Pavan Vishnu Rachapudi Venkata Pavan Vishnu Rachapudi Follow for AWS Community Builders Jan 12 🩺 How I Troubleshoot an EC2 Instance in the Real World (Using Instance Diagnostics) # aws # ec2 # linux # cloud 4 reactions Comments Add Comment 5 min read Your "Atomic" Deploys Probably Aren't Atomic mojoatomic mojoatomic mojoatomic Follow Jan 12 Your "Atomic" Deploys Probably Aren't Atomic # devops # deployment # linux # macos Comments Add Comment 3 min read counter Query Filter Query Filter Query Filter Follow Jan 12 counter # automation # bash # database # linux Comments Add Comment 1 min read Bluefin (Atomic) Linux is for Tinkerers Frank Kmiec Frank Kmiec Frank Kmiec Follow Jan 12 Bluefin (Atomic) Linux is for Tinkerers # linux # atomic # bluefin # immutable Comments Add Comment 5 min read The Linux Power User Handbook: From Daily Driver to Productivity Machine MD. HABIBULLAH SHARIF MD. HABIBULLAH SHARIF MD. 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Ovi ren Ovi ren Ovi ren Follow Jan 10 i made this project syswaifu, shows your system stats with random waifu image. # showdev # tooling # cli # linux Comments Add Comment 1 min read GRPM v0.5.0: 75% Gentoo Coverage — Rapid Development Complete Andrey Kolkov Andrey Kolkov Andrey Kolkov Follow Jan 10 GRPM v0.5.0: 75% Gentoo Coverage — Rapid Development Complete # go # linux # opensource # packagemanager Comments Add Comment 4 min read I'm in 3rd Year - Here's My Complete OS Guide for Campus Placements 📚 Rajat Parihar Rajat Parihar Rajat Parihar Follow Jan 9 I'm in 3rd Year - Here's My Complete OS Guide for Campus Placements 📚 # operatingsystems # placements # computerscience # linux 5 reactions Comments Add Comment 25 min read From Linux Primitives to Docker Swarm: A Deep Dive into Container Networking 🚀 Christian Ameachi Christian Ameachi Christian Ameachi Follow Jan 9 From Linux Primitives to Docker Swarm: A Deep Dive into Container Networking 🚀 # devops # docker # linux # networking 3 reactions Comments Add Comment 2 min read stangri's OpenWrt packages updates Stan Grishin Stan Grishin Stan Grishin Follow Jan 10 stangri's OpenWrt packages updates # linux # networking # opensource # tooling Comments Add Comment 1 min read loading... trending guides/resources Linux Without Fanboyism: An Honest Developer’s Perspective DevOps From Scratch: Entry #01 Advent of Cyber 2025: Day 1 Writeup & SideQuest | TryHackMe Fedora 43 Post-Install Guide: 10 Essential Things to Do After Installing The Weirdest Linux Distros That Shouldn’t Exist (But Absolutely Do) Advent of Cyber 2025: Day 2 Writeup | TryHackMe Navigating the Switch: How to Choose the Right Linux Distro in 2026 Running Local AI on Linux With GPU: Ollama + Open WebUI + Gemma Sync any Linux folder to Google drive using Rclone + systemd. 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https://developer.mozilla.org/en-US/docs/Web/CSS/Guides/Animations/Using | Using CSS animations - CSS | MDN Skip to main content Skip to search MDN HTML HTML: Markup language HTML reference Elements Global attributes Attributes See all… HTML guides Responsive images HTML cheatsheet Date & time formats See all… Markup languages SVG MathML XML CSS CSS: Styling language CSS reference Properties Selectors At-rules Values See all… CSS guides Box model Animations Flexbox Colors See all… Layout cookbook Column layouts Centering an element Card component See all… JavaScript JS JavaScript: Scripting language JS reference Standard built-in objects Expressions & operators Statements & declarations Functions See all… JS guides Control flow & error handing Loops and iteration Working with objects Using classes See all… Web APIs Web APIs: Programming interfaces Web API reference File system API Fetch API Geolocation API HTML DOM API Push API Service worker API See all… Web API guides Using the Web animation API Using the Fetch API Working with the History API Using the Web speech API Using web workers All All web technology Technologies Accessibility HTTP URI Web extensions WebAssembly WebDriver See all… Topics Media Performance Privacy Security Progressive web apps Learn Learn web development Frontend developer course Getting started modules Core modules MDN Curriculum Learn HTML Structuring content with HTML module Learn CSS CSS styling basics module CSS layout module Learn JavaScript Dynamic scripting with JavaScript module Tools Discover our tools Playground HTTP Observatory Border-image generator Border-radius generator Box-shadow generator Color format converter Color mixer Shape generator About Get to know MDN better About MDN Advertise with us Community MDN on GitHub Blog Toggle sidebar Web CSS Guides Animations Using animations Theme OS default Light Dark English (US) Remember language Learn more Deutsch English (US) Español Français 日本語 한국어 Português (do Brasil) Русский 中文 (简体) 正體中文 (繁體) Using CSS animations CSS animations make it possible to animate transitions from one CSS style configuration to another. Animations consist of two components: a style describing the CSS animation and a set of keyframes that indicate the start and end states of the animation's style, as well as possible intermediate waypoints. There are three key advantages to CSS animations over traditional script-driven animation techniques: You can create basic animations with a few lines of CSS; no JavaScript required. The animations run well, even under moderate system load. Simple animations can often perform poorly in JavaScript. The rendering engine can use frame-skipping and other techniques to keep the performance as smooth as possible. Letting the browser control the animation sequence lets the browser optimize performance and efficiency by, for example, reducing the update frequency of animations running in tabs that aren't currently visible. In this article Configuring an animation Defining an animation sequence using keyframes Using the animation shorthand Setting multiple animation property values Examples See also Configuring an animation To create a CSS animation sequence, you style the element you want to animate with the animation property or its sub-properties. This lets you configure the timing, duration, and other details of how the animation sequence should progress. This does not configure the actual appearance of the animation, which is done using the @keyframes at-rule as described in the Defining animation sequence using keyframes section below. The sub-properties of the animation property are: animation-composition Specifies the composite operation to use when multiple animations affect the same property simultaneously. This property is not part of the animation shorthand property. animation-delay Specifies the delay between an element loading and the start of an animation sequence and whether the animation should start immediately from its beginning or partway through the animation. animation-direction Specifies whether an animation's first iteration should be forward or backward and whether subsequent iterations should alternate direction on each run through the sequence or reset to the start point and repeat. animation-duration Specifies the length of time in which an animation completes one cycle. animation-fill-mode Specifies how an animation applies styles to its target before and after it runs. Note: In the case of animation forwards fill mode, animated properties behave as if included in a set will-change property value. If a new stacking context was created during the animation, the target element retains the stacking context after the animation has finished. animation-iteration-count Specifies the number of times an animation should repeat. animation-name Specifies the name of the @keyframes at-rule describing an animation's keyframes. animation-play-state Specifies whether to pause or play an animation sequence. animation-timeline Specifies the timeline that is used to control the progress of a CSS animation. animation-timing-function Specifies how an animation transitions through keyframes by establishing acceleration curves. Defining an animation sequence using keyframes After you've configured the animation's timing, you need to define the appearance of the animation. This is done by establishing one or more keyframes using the @keyframes at-rule. Each keyframe describes how the animated element should render at a given time during the animation sequence. Since the timing of the animation is defined in the CSS style that configures the animation, keyframes use a <percentage> to indicate the time during the animation sequence at which they take place. 0% indicates the first moment of the animation sequence, while 100% indicates the final state of the animation. Because these two times are so important, they have special aliases: from and to . Both are optional. If from / 0% or to / 100% is not specified, the browser starts or finishes the animation using the computed values of all attributes. You can optionally include additional keyframes that describe intermediate steps between the start and end of the animation. Using the animation shorthand The animation shorthand is useful for saving space. As an example, some of the rules we've been using through this article: css p { animation-duration: 3s; animation-name: slide-in; animation-iteration-count: infinite; animation-direction: alternate; } ...could be replaced by using the animation shorthand. css p { animation: 3s infinite alternate slide-in; } To learn more about the sequence in which different animation property values can be specified using the animation shorthand, see the animation reference page. Setting multiple animation property values The CSS animation longhand properties can accept multiple values, separated by commas. This feature can be used when you want to apply multiple animations in a single rule and set different durations, iteration counts, etc., for each of the animations. Let's look at some quick examples to explain the different permutations. In this first example, there are three duration and three iteration count values. So each animation is assigned a value of duration and iteration count with the same position as the animation name. The fadeInOut animation is assigned a duration of 2.5s and an iteration count of 2 , and the bounce animation is assigned a duration of 1s and an iteration count of 5 . css animation-name: fadeInOut, moveLeft300px, bounce; animation-duration: 2.5s, 5s, 1s; animation-iteration-count: 2, 1, 5; In this second example, three animation names are set, but there's only one duration and iteration count. In this case, all three animations are given the same duration and iteration count. css animation-name: fadeInOut, moveLeft300px, bounce; animation-duration: 3s; animation-iteration-count: 1; In this third example, three animations are specified, but only two durations and iteration counts. In such cases where there are not enough values in the list to assign a separate one to each animation, the value assignment cycles from the first to the last item in the available list and then cycles back to the first item. So, fadeInOut gets a duration of 2.5s , and moveLeft300px gets a duration of 5s , which is the last value in the list of duration values. The duration value assignment now resets to the first value; bounce , therefore, gets a duration of 2.5s . The iteration count values (and any other property values you specify) will be assigned in the same way. css animation-name: fadeInOut, moveLeft300px, bounce; animation-duration: 2.5s, 5s; animation-iteration-count: 2, 1; If the mismatch in the number of animations and animation property values is inverted, say there are five animation-duration values for three animation-name values, then the extra or unused animation property values, in this case, two animation-duration values, don't apply to any animation and are ignored. Examples Making text slide across the browser window This basic example styles a <p> element using the translate and scale transition properties so that the text slides in from off the right edge of the browser window. css p { animation-duration: 3s; animation-name: slide-in; } @keyframes slide-in { from { translate: 150vw 0; scale: 200% 1; } to { translate: 0 0; scale: 100% 1; } } In this example, the style for the <p> element specifies that the animation should take 3 seconds to execute from start to finish, using the animation-duration property and that the name of the @keyframes at-rule defining the keyframes for the animation sequence is slide-in . In this case, we have just two keyframes. The first occurs at 0% (using the alias from ). Here, we configure the translate property of the element to be at 150vw (that is, beyond the far right edge of the containing element), and the scale of the element to be 200% (or two times its default inline size), causing the paragraph to be twice as wide as its <body> containing block. This causes the first frame of the animation to have the header drawn off the right edge of the browser window. The second keyframe occurs at 100% (using the alias to ). The translate property is set to 0% and the scale of the element is set to 1 , which is 100% . This causes the header to finish its animation in its default state, flush against the left edge of the content area. html <p> The Caterpillar and Alice looked at each other for some time in silence: at last the Caterpillar took the hookah out of its mouth, and addressed her in a languid, sleepy voice. </p> Note: Reload page to see the animation. Adding another keyframe animation Let's add another keyframe to the previous example's animation. Let's say we want Alice's name to turn pink and grow and then shrink back to its original size and color as it moves from right to left. While we could change the font-size , changing any properties that impact the box model negatively impacts performance. Instead, we wrap her name in a <span> and then scale and assign a color to that separately. That requires adding a second animation impacting only the <span> : css @keyframes grow-shrink { 25%, 75% { scale: 100%; } 50% { scale: 200%; color: magenta; } } The full code now looks like this: css p { animation-duration: 3s; animation-name: slide-in; } p span { display: inline-block; animation-duration: 3s; animation-name: grow-shrink; } @keyframes slide-in { from { translate: 150vw 0; scale: 200% 1; } to { translate: 0 0; scale: 100% 1; } } @keyframes grow-shrink { 25%, 75% { scale: 100%; } 50% { scale: 200%; color: magenta; } } We've added a <span> around "Alice": html <p> The Caterpillar and <span>Alice</span> looked at each other for some time in silence: at last the Caterpillar took the hookah out of its mouth, and addressed her in a languid, sleepy voice. </p> This tells the browser the name should be normal for the first and last 25% of the animation, but turn pink while being scaled up and back again in the middle. We set the spans's display property to inline-block as the transform properties do not affect non-replaced inline-level content . Note: Reload page to see the animation. Repeating the animation To make the animation repeat itself, use the animation-iteration-count property to indicate how many times to repeat the animation. In this case, let's use infinite to have the animation repeat indefinitely: css p { animation-duration: 3s; animation-name: slide-in; animation-iteration-count: infinite; } @keyframes slide-in { from { translate: 150vw 0; scale: 200% 1; } to { translate: 0 0; scale: 100% 1; } } <p> The Caterpillar and Alice looked at each other for some time in silence: at last the Caterpillar took the hookah out of its mouth, and addressed her in a languid, sleepy voice. </p> Making the animation move back and forth That made it repeat, but it's very odd having it jump back to the start each time it begins animating. What we really want is for it to move back and forth across the screen. That's easily accomplished by setting animation-direction to alternate : css p { animation-duration: 3s; animation-name: slide-in; animation-iteration-count: infinite; animation-direction: alternate; } @keyframes slide-in { from { translate: 150vw 0; scale: 200% 1; } to { translate: 0 0; scale: 100% 1; } } <p> The Caterpillar and Alice looked at each other for some time in silence: at last the Caterpillar took the hookah out of its mouth, and addressed her in a languid, sleepy voice. </p> Using animation events You can get additional control over animations — as well as useful information about them — by making use of animation events. These events, represented by the AnimationEvent object, can be used to detect when animations start, finish, and begin a new iteration. Each event includes the time at which it occurred as well as the name of the animation that triggered the event. We'll modify the sliding text example to output some information about each animation event when it occurs, so we can get a look at how they work. We've included the same keyframe animation as the previous example. This animation will last 3 seconds, be called "slide-in", repeat 3 times, and travel in an alternate direction each time. In the @keyframes , the scale and translation are manipulated along the x-axis to make the element slide across the screen. css .slide-in { animation-duration: 3s; animation-name: slide-in; animation-iteration-count: 3; animation-direction: alternate; } @keyframes slide-in { from { translate: 150vw 0; scale: 200% 1; } to { translate: 0 0; scale: 100% 1; } } Adding the animation event listeners We'll use JavaScript code to listen for all three possible animation events. This code configures our event listeners; we call it when the document is first loaded in order to set things up. js const element = document.getElementById("watch-me"); element.addEventListener("animationstart", listener); element.addEventListener("animationend", listener); element.addEventListener("animationiteration", listener); element.className = "slide-in"; This is pretty standard code; you can get details on how it works in the documentation for eventTarget.addEventListener() . The last thing this code does is set the class on the element we'll be animating to "slide-in"; we do this to start the animation. Why? Because the animationstart event fires as soon as the animation starts, and in our case, that happens before our code runs. So we'll start the animation ourselves by setting the class of the element to the style that gets animated after the fact. Receiving the events The events get delivered to the listener() function, which is shown below. js function listener(event) { const l = document.createElement("li"); switch (event.type) { case "animationstart": l.textContent = `Started: elapsed time is ${event.elapsedTime}`; break; case "animationend": l.textContent = `Ended: elapsed time is ${event.elapsedTime}`; break; case "animationiteration": l.textContent = `New loop started at time ${event.elapsedTime}`; break; } document.getElementById("output").appendChild(l); } This code, too, is very simple. It looks at the event.type to determine which kind of animation event occurred, then adds an appropriate note to the <ul> (unordered list) we're using to log these events. The output, when all is said and done, looks something like this: Started: elapsed time is 0 New loop started at time 3.01200008392334 New loop started at time 6.00600004196167 Ended: elapsed time is 9.234000205993652 Note that the times are very close to, but not exactly, those expected given the timing established when the animation was configured. Note also that after the final iteration of the animation, the animationiteration event isn't sent; instead, the animationend event is sent. Just for the sake of completeness, here's the HTML that displays the page content, including the list into which the script inserts information about the received events: html <h1 id="watch-me">Watch me move</h1> <p> This example shows how to use CSS animations to make <code>H1</code> elements move across the page. </p> <p> In addition, we output some text each time an animation event fires, so you can see them in action. </p> <ul id="output"></ul> And here's the live output. Note: Reload page to see the animation. Animating display and content-visibility This example demonstrates how display and content-visibility can be animated. This behavior is useful for creating entry/exit animations where you want to for example remove a container from the DOM with display: none , but have it fade out smoothly with opacity rather than disappearing immediately. Supporting browsers animate display and content-visibility with a variation on the discrete animation type . This generally means that properties will flip between two values 50% of the way through animating between the two. There is an exception, however, which is when animating to/from display: none or content-visibility: hidden to a visible value. In this case, the browser will flip between the two values so that the animated content is shown for the entire animation duration. So for example: When animating display from none to block (or another visible display value), the value will flip to block at 0% of the animation duration so it is visible throughout. When animating display from block (or another visible display value) to none , the value will flip to none at 100% of the animation duration so it is visible throughout. HTML The HTML contains two <p> elements with a <div> in between that we will animate from display none to block . html <p> Click anywhere on the screen or press any key to toggle the <code>&lt;div&gt;</code> between hidden and showing. </p> <div> This is a <code>&lt;div&gt;</code> element that animates between <code>display: none; opacity: 0</code> and <code>display: block; opacity: 1</code>. Neat, huh? </div> <p> This is another paragraph to show that <code>display: none;</code> is being applied and removed on the above <code>&lt;div&gt; </code>. If only its <code>opacity</code> was being changed, it would always take up the space in the DOM. </p> CSS css html { height: 100vh; } div { font-size: 1.6rem; padding: 20px; border: 3px solid red; border-radius: 20px; width: 480px; opacity: 0; display: none; } /* Animation classes */ div.fade-in { display: block; animation: fade-in 0.7s ease-in forwards; } div.fade-out { animation: fade-out 0.7s ease-out forwards; } /* Animation keyframes */ @keyframes fade-in { 0% { opacity: 0; display: none; } 100% { opacity: 1; display: block; } } @keyframes fade-out { 0% { opacity: 1; display: block; } 100% { opacity: 0; display: none; } } Note the inclusion of the display property in the keyframe animations. JavaScript Finally, we include a bit of JavaScript to set up event listeners to trigger the animations. Specifically, we add the fade-in class to the <div> when we want it to appear, and fade-out when we want it to disappear. js const divElem = document.querySelector("div"); const htmlElem = document.querySelector(":root"); htmlElem.addEventListener("click", showHide); document.addEventListener("keydown", showHide); function showHide() { if (divElem.classList[0] === "fade-in") { divElem.classList.remove("fade-in"); divElem.classList.add("fade-out"); } else { divElem.classList.remove("fade-out"); divElem.classList.add("fade-in"); } } Result The code renders as follows: See also CSS animations module AnimationEvent Using CSS transitions Using the Web Animations API Help improve MDN Was this page helpful to you? Yes No Learn how to contribute This page was last modified on Dec 15, 2025 by MDN contributors . View this page on GitHub • Report a problem with this content Filter sidebar CSS Guides Modules Anchor positioning Animations Backgrounds and borders Basic user interface Borders and box decorations Box alignment Box model Box sizing Cascading and inheritance Color adjustment Colors Compositing and blending Conditional rules Containment Counter styles CSSOM view Custom functions and mixins Custom highlight API Custom properties for cascading variables Display Easing functions Environment variables Filter effects Flexible box layout Font loading Fonts Fragmentation Generated content Grid layout Images Inline layout Lists and counters Logical properties and values Masking Media queries Motion path Multi-column layout Namespaces Nesting Overflow Overscroll behavior Paged media Positioned layout Properties and values API Pseudo-elements Round display Ruby layout Scoping Scroll anchoring Scroll snap Scroll-driven animations Scrollbars styling Selectors Shadow parts Shapes Syntax Table Text Text decoration Transforms Transitions Values and units View transitions Viewport Writing modes Anchor positioning Using anchor positioning Handling overflow Animations Animatable properties Using animations Backgrounds and borders Using multiple backgrounds Resizing background images Scaling SVG backgrounds Box alignment Overview In block layout In flexbox In grid layout In multi-column layout Box model Introduction Margin collapsing Box sizing Aspect ratios Cascade Introduction Inheritance Specificity Property value processing Shorthand properties Cascading variables Using custom properties Colors Applying color Color values Using relative colors Using color wisely Accessibility: Colors and luminance Accessibility: Color contrast Columns Basic concepts Styling columns Using multi-column layouts Spanning and balancing columns Handling overflow Handling content breaks Conditional rules Using feature queries Using container scroll-state queries Containment Container queries Using containment Using container size and style queries CSSOM view Coordinate systems (API) Viewport concepts Custom functions and mixins Using CSS custom functions Display Block and inline layout Flow layout Flow layout and overflow Flow layout and writing modes In flow and out of flow Layout and the containing block Formatting contexts Block formatting context Inline formatting context Using multi-keyword syntax Visual formatting model Environment variables Using environment variables Filter effects Using filter effects Flexbox Basic concepts Flexbox and other layouts Aligning flex items Ordering flex items Controlling flex item ratios Wrapping flex items Typical use cases Fonts OpenType features Variable fonts WOFF Grid Basic concepts Grid and other layouts Using line-based placement Grid template areas Using named grid lines Using auto-placement Aligning items Logical values and writing modes Grid layout and accessibility Common grid layouts Subgrid Masonry layout Experimental Images Using gradients Using object-view-box Styling replaced elements Implementing image sprites Lists and counters Using counters Indenting lists Logical properties Basic concepts For floating and positioning For margins, borders, and padding For sizing Masking Introduction Clipping Multiple masks Mask properties Media queries Using media queries For accessibility Testing Printing Nesting style rules Nesting at-rules Nesting and specificity Using nesting Overflow Creating carousels Positioning Stacking context Example 1 Example 2 Example 3 Stacking floating elements Understanding z-index Using z-index Stacking without z-index Scroll anchoring Overview Scroll-driven animations Scroll-driven animation timelines Scroll snap Basic concepts Using scroll snap events Selectors Selectors and combinators Selector structure Privacy and :visited Using :target Shapes Overview Box-value shapes Image-based shapes Using shape-outside Syntax Introduction Comments At-rules Error handling Text Wrapping and breaking text Handling whitespace Text decoration Text shadows Transforms Using transforms Transitions Using transitions Values and units Value definition syntax Numeric data types Textual data types Using math functions Using typed arithmetic Writing modes Introduction Vertical form controls How to Layout cookbook Media objects Column layouts Center an element Sticky footers Split navigation Breadcrumb navigation List group with badges Pagination Card Grid wrapper Contribute a recipe Cookbook template Tools Border-image generator Border-radius generator Box-shadow generator Color format converter Color mixer Shape generator Reference Properties -moz-* -moz-float-edge Non-standard Deprecated -moz-force-broken-image-icon Non-standard Deprecated -moz-orient Non-standard -moz-user-focus Non-standard Deprecated -moz-user-input Non-standard Deprecated -webkit-* -webkit-border-before Non-standard -webkit-box-reflect Non-standard -webkit-mask-box-image Non-standard -webkit-mask-composite Non-standard -webkit-mask-position-x Non-standard -webkit-mask-position-y Non-standard -webkit-mask-repeat-x Non-standard -webkit-mask-repeat-y Non-standard -webkit-tap-highlight-color Non-standard -webkit-text-fill-color -webkit-text-security Non-standard -webkit-text-stroke -webkit-text-stroke-color -webkit-text-stroke-width -webkit-touch-callout Non-standard Custom properties (--*): CSS variables accent-color align-* align-content align-items align-self alignment-baseline all anchor-name anchor-scope animation-* animation animation-composition animation-delay animation-direction animation-duration animation-fill-mode animation-iteration-count animation-name animation-play-state animation-range animation-range-end animation-range-start animation-timeline animation-timing-function appearance aspect-ratio backdrop-filter backface-visibility background-* background background-attachment background-blend-mode background-clip background-color background-image background-origin background-position background-position-x background-position-y background-repeat background-size baseline-source block-size border-* border border-block border-block-color border-block-end border-block-end-color border-block-end-style border-block-end-width border-block-start border-block-start-color border-block-start-style border-block-start-width border-block-style border-block-width border-bottom border-bottom-color border-bottom-left-radius border-bottom-right-radius border-bottom-style border-bottom-width border-collapse border-color border-end-end-radius border-end-start-radius border-image border-image-outset border-image-repeat border-image-slice border-image-source border-image-width border-inline border-inline-color border-inline-end border-inline-end-color border-inline-end-style border-inline-end-width border-inline-start border-inline-start-color border-inline-start-style border-inline-start-width border-inline-style border-inline-width border-left border-left-color border-left-style border-left-width border-radius border-right border-right-color border-right-style border-right-width border-spacing border-start-end-radius border-start-start-radius border-style border-top border-top-color border-top-left-radius border-top-right-radius border-top-style border-top-width border-width bottom box-* box-align Non-standard Deprecated box-decoration-break box-direction Non-standard Deprecated box-flex Non-standard Deprecated box-flex-group Non-standard Deprecated box-lines Non-standard Deprecated box-ordinal-group Non-standard Deprecated box-orient Non-standard Deprecated box-pack Non-standard Deprecated box-shadow box-sizing break-* break-after break-before break-inside caption-side caret-* caret Experimental caret-animation Experimental caret-color caret-shape Experimental clear clip-* clip Deprecated clip-path clip-rule color-* color color-interpolation color-interpolation-filters color-scheme column-* column-count column-fill column-gap column-rule column-rule-color column-rule-style column-rule-width column-span column-width columns contain-* contain contain-intrinsic-block-size contain-intrinsic-height contain-intrinsic-inline-size contain-intrinsic-size contain-intrinsic-width container-* container container-name container-type content content-visibility corner-* corner-block-end-shape Experimental corner-block-start-shape Experimental corner-bottom-left-shape Experimental corner-bottom-right-shape Experimental corner-bottom-shape Experimental corner-end-end-shape Experimental corner-end-start-shape Experimental corner-inline-end-shape Experimental corner-inline-start-shape Experimental corner-left-shape Experimental corner-right-shape Experimental corner-shape Experimental corner-start-end-shape Experimental corner-start-start-shape Experimental corner-top-left-shape Experimental corner-top-right-shape Experimental corner-top-shape Experimental counter-* counter-increment counter-reset counter-set cursor cx cy d direction display dominant-baseline dynamic-range-limit empty-cells field-sizing fill-* fill fill-opacity fill-rule filter flex-* flex flex-basis flex-direction flex-flow flex-grow flex-shrink flex-wrap float flood-color flood-opacity font-* font font-family font-feature-settings font-kerning font-language-override font-optical-sizing font-palette font-size font-size-adjust font-smooth Non-standard font-stretch Deprecated font-style font-synthesis font-synthesis-position Experimental font-synthesis-small-caps font-synthesis-style font-synthesis-weight font-variant font-variant-alternates font-variant-caps font-variant-east-asian font-variant-emoji font-variant-ligatures font-variant-numeric font-variant-position font-variation-settings font-weight forced-color-adjust gap grid-* grid grid-area grid-auto-columns grid-auto-flow grid-auto-rows grid-column grid-column-end grid-column-start grid-row grid-row-end grid-row-start grid-template grid-template-areas grid-template-columns grid-template-rows hanging-punctuation height hyphenate-character hyphenate-limit-chars hyphens image-* image-orientation image-rendering image-resolution Experimental initial-letter inline-size inset-* inset inset-block inset-block-end inset-block-start inset-inline inset-inline-end inset-inline-start interactivity Experimental interest-* interest-delay Experimental interest-delay-end Experimental interest-delay-start Experimental interpolate-size Experimental isolation justify-* justify-content justify-items justify-self left letter-spacing lighting-color line-* line-break line-clamp line-height line-height-step Experimental list-* list-style list-style-image list-style-position list-style-type margin-* margin margin-block margin-block-end margin-block-start margin-bottom margin-inline margin-inline-end margin-inline-start margin-left margin-right margin-top margin-trim Experimental marker-* marker marker-end marker-mid marker-start mask-* mask mask-border mask-border-mode mask-border-outset mask-border-repeat mask-border-slice mask-border-source mask-border-width mask-clip mask-composite mask-image mask-mode mask-origin mask-position mask-repeat mask-size mask-type math-* math-depth math-shift math-style max-* max-block-size max-height max-inline-size max-width min-* min-block-size min-height min-inline-size min-width mix-blend-mode object-* object-fit object-position object-view-box Experimental offset-* offset offset-anchor offset-distance offset-path offset-position offset-rotate opacity order orphans outline-* outline outline-color outline-offset outline-style outline-width overflow-* overflow overflow-anchor overflow-block overflow-clip-margin overflow-inline overflow-wrap overflow-x overflow-y overlay Experimental overscroll-* overscroll-behavior overscroll-behavior-block overscroll-behavior-inline overscroll-behavior-x overscroll-behavior-y padding-* padding padding-block padding-block-end padding-block-start padding-bottom padding-inline padding-inline-end padding-inline-start padding-left padding-right padding-top page-* page page-break-after Deprecated page-break-before Deprecated page-break-inside Deprecated paint-order perspective perspective-origin place-* place-content place-items place-self pointer-events position-* position position-anchor position-area position-try position-try-fallbacks position-try-order position-visibility print-color-adjust quotes r reading-flow Experimental reading-order Experimental resize right rotate row-gap ruby-* ruby-align ruby-overhang ruby-position rx ry scale scroll-* scroll-behavior scroll-margin scroll-margin-block scroll-margin-block-end scroll-margin-block-start scroll-margin-bottom scroll-margin-inline scroll-margin-inline-end scroll-margin-inline-start scroll-margin-left scroll-margin-right scroll-margin-top scroll-marker-group Experimental scroll-padding scroll-padding-block scroll-padding-block-end scroll-padding-block-start scroll-padding-bottom scroll-padding-inline scroll-padding-inline-end scroll-padding-inline-start scroll-padding-left scroll-padding-right scroll-padding-top scroll-snap-align scroll-snap-stop scroll-snap-type scroll-target-group Experimental scroll-timeline scroll-timeline-axis scroll-timeline-name scrollbar-* scrollbar-color scrollbar-gutter scrollbar-width shape-* shape-image-threshold shape-margin shape-outside shape-rendering speak-as Experimental stop-color stop-opacity stroke-* stroke stroke-dasharray stroke-dashoffset stroke-linecap stroke-linejoin stroke-miterlimit stroke-opacity stroke-width tab-size table-layout text-* text-align text-align-last text-anchor text-autospace text-box text-box-edge text-box-trim text-combine-upright text-decoration text-decoration-color text-decoration-inset Experimental text-decoration-line text-decoration-skip Experimental text-decoration-skip-ink text-decoration-style text-decoration-thickness text-emphasis text-emphasis-color text-emphasis-position text-emphasis-style text-indent text-justify text-orientation text-overflow text-rendering text-shadow text-size-adjust Experimental text-spacing-trim Experimental text-transform text-underline-offset text-underline-position text-wrap text-wrap-mode text-wrap-style timeline-scope top touch-action transform-* transform transform-box transform-origin transform-style transition-* transition transition-behavior transition-delay transition-duration transition-property transition-timing-function translate unicode-bidi user-modify Non-standard Deprecated user-select vector-effect vertical-align view-* view-timeline view-timeline-axis view-timeline-inset view-timeline-name view-transition-class view-transition-name visibility white-space white-space-collapse widows width will-change word-break word-spacing writing-mode x y z-index zoom Selectors & nesting selector Attribute selectors Class selectors ID selectors Keyframe selectors Namespace separator Selector list Type selectors Universal selectors Combinators Child combinator Column combinator Experimental Descendant combinator Next-sibling combinator Subsequent-sibling combinator Pseudo-classes :-moz-* :-moz-broken Non-standard Deprecated :-moz-drag-over Non-standard :-moz-first-node Experimental Non-standard :-moz-handler-blocked Non-standard :-moz-handler-crashed Non-standard :-moz-handler-disabled Non-standard :-moz-last-node Experimental Non-standard :-moz-loading Non-standard :-moz-locale-dir(ltr) Non-standard :-moz-locale-dir(rtl) Non-standard :-moz-only-whitespace Non-standard :-moz-submit-invalid Non-standard :-moz-suppressed Non-standard :-moz-user-disabled Non-standard :-moz-window-inactive Non-standard :active-* :active :active-view-transition :active-view-transition-type() :any-link :autofill :blank Experimental :buffering :checked :current Experimental :default :defined :dir() :disabled :empty :enabled :first-* :first :first-child :first-of-type :focus-* :focus :focus-visible :focus-within :fullscreen :future :has-slotted :has() :heading Experimental :heading() Experimental :host :host-context() Deprecated :host() :hover :in-range :indeterminate :interest-source Experimental :interest-target Experimental :invalid :is() :lang() :last-child :last-of-type :left :link :local-link Experimental :modal :muted :not() :nth-* :nth-child() :nth-last-child() :nth-last-of-type() :nth-of-type() :only-child :only-of-type :open :optional :out-of-range :past :paused :picture-in-picture :placeholder-shown :playing :popover-open :read-only :read-write :required :right :root :scope :seeking :stalled :state() :target-* :target :target-after Experimental :target-before Experimental :target-current Experimental :user-invalid :user-valid :valid :visited :volume-locked :where() Pseudo-elements ::-moz-* ::-moz-color-swatch Non-standard ::-moz-focus-inner Non-standard Deprecated ::-moz-list-bullet Experimental Non-standard ::-moz-list-number Experimental Non-standard ::-moz-meter-bar Non-standard ::-moz-progress-bar Experimental Non-standard ::-moz-range-progress Non-standard ::-moz-range-thumb Non-standard ::-moz-range-track Non-standard ::-webkit-* ::-webkit-inner-spin-button Non-standard ::-webkit-meter-bar Non-standard Deprecated ::-webkit-meter-even-less-good-value Non-standard ::-webkit-meter-inner-element Non-standard ::-webkit-meter-optimum-value Non-standard ::-webkit-meter-suboptimum-value Non-standard ::-webkit-progress-bar Non-standard ::-webkit-progress-inner-element Non-standard ::-webkit-progress-value Non-standard ::-webkit-scrollbar Non-standard ::-webkit-search-cancel-button Non-standard ::-webkit-search-results-button Non-standard ::-webkit-slider-runnable-track Non-standard ::-webkit-slider-thumb Non-standard ::after ::backdrop ::before ::checkmark Experimental ::column Experimental ::cue ::details-content ::file-selector-button ::first-letter ::first-line ::grammar-error ::highlight() ::marker ::part() ::picker-icon Experimental ::picker() Experimental ::placeholder ::scroll-* ::scroll-button() Experimental ::scroll-marker Experimental ::scroll-marker-group Experimental ::selection ::slotted() ::spelling-error ::target-text ::view-* ::view-transition ::view-transition-group() ::view-transition-image-pair() ::view-transition-new() ::view-transition-old() At-rules @charset @color-profile @container @counter-style @custom-media Experimental @document Non-standard Deprecated @font-face @font-feature-values @font-palette-values @function Experimental @import @keyframes @layer @media @namespace @page @position-try @property @scope @starting-style @supports @view-transition Values !important fit-content inherit initial max-content min-content revert revert-layer rule-list unset Types <absolute-size> <alpha-value> <angle-percentage> <angle> <axis> <baseline-position> <basic-shape> <blend-mode> <box-edge> <calc-keyword> <calc-sum> <color-interpolation-method> <color> <content-distribution> <content-position> <corner-shape-value> Experimental <custom-ident> <dashed-function> Experimental <dashed-ident> <dimension> <display-box> <display-inside> <display-internal> <display-legacy> <display-listitem> <display-outside> <easing-function> <filter-function> <flex> <frequency-percentage> <frequency> <generic-family> <gradient> <hex-color> <hue-interpolation-method> <hue> <ident> <image> <integer> <length-percentage> <length> <line-style> <named-color> <number> <overflow-position> <overflow> <percentage> <position-area> <position> <ratio> <relative-size> <resolution> <self-position> <shape> Deprecated <string> <system-color> <text-edge> <time-percentage> <time> <timeline-range-name> <transform-function> <url> Functions -moz-image-rect Non-standard Deprecated abs() acos() anchor-size() anchor() asin() atan() atan2() attr() blur() brightness() calc-size() Experimental calc() circle() clamp() color-mix() color() conic-gradient() contrast-color() contrast() cos() counter() counters() cross-fade() cubic-bezier() device-cmyk() drop-shadow() dynamic-range-limit-mix() Experimental element() Experimental ellipse() env() exp() fit-content() grayscale() hsl() hue-rotate() hwb() hypot() if() Experimental image-set() image() inset() invert() lab() lch() light-dark() linear-gradient() linear() log() matrix() matrix3d() max() min() minmax() mod() oklab() oklch() opacity() paint() path() perspective() polygon() pow() progress() radial-gradient() ray() rect() rem() repeat() repeating-conic-gradient() repeating-linear-gradient() repeating-radial-gradient() rgb() rotate() rotate3d() rotateX() rotateY() rotateZ() round() saturate() scale() scale3d() scaleX() scaleY() scaleZ() sepia() shape() sibling-count() sibling-index() sign() sin() skew() skewX() skewY() sqrt() steps() superellipse() Experimental symbols() tan() translate() translate3d() translateX() translateY() translateZ() type() Experimental url() var() xywh() Your blueprint for a better internet. 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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 # unix Follow Hide Create Post Older #unix posts 1 2 3 4 5 6 7 8 9 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Your Boring Stack Isn't Boring Enough Alex Towell Alex Towell Alex Towell Follow Jan 5 Your Boring Stack Isn't Boring Enough # cli # architecture # llm # unix 2 reactions Comments 2 comments 5 min read The Unix Philosophy Was Right All Along: An IVP Analysis of 17 Timeless Rules Yannick Loth Yannick Loth Yannick Loth Follow Nov 25 '25 The Unix Philosophy Was Right All Along: An IVP Analysis of 17 Timeless Rules # unix # architecture # philosophy # ivp Comments Add Comment 18 min read The lost art of semaphores Aivars Kalvāns Aivars Kalvāns Aivars Kalvāns Follow Oct 9 '25 The lost art of semaphores # python # unix # semaphore # gunicorn Comments Add Comment 3 min read You don't need Kafka: Building a message queue with only two UNIX signals Leandro Proença Leandro Proença Leandro Proença Follow Oct 21 '25 You don't need Kafka: Building a message queue with only two UNIX signals # kafka # unix 5 reactions Comments Add Comment 15 min read What Unix Co-Creator Brian Kernighan Thinks of Rust David Cassel David Cassel David Cassel Follow Aug 31 '25 What Unix Co-Creator Brian Kernighan Thinks of Rust # unix # linux # rust # c Comments Add Comment 1 min read Should You Learn Perl in 2025? lbvf50mobile lbvf50mobile lbvf50mobile Follow Sep 5 '25 Should You Learn Perl in 2025? # perl # unix # systemprogramming # bash 4 reactions Comments 2 comments 2 min read How did working with punch cards on mainframes compare to using vi or EMACS on Unix systems ? Aditya Pratap Bhuyan Aditya Pratap Bhuyan Aditya Pratap Bhuyan Follow Jul 21 '25 How did working with punch cards on mainframes compare to using vi or EMACS on Unix systems ? # emacs # unix Comments Add Comment 4 min read Stop shipping insecure file permissions Nick Ciolpan Nick Ciolpan Nick Ciolpan Follow Jun 23 '25 Stop shipping insecure file permissions # devops # security # unix # webdev Comments Add Comment 1 min read HackThisSite Basic 7 Michael Lee Michael Lee Michael Lee Follow Jun 29 '25 HackThisSite Basic 7 # bash # unix # howto # codenewbie 2 reactions Comments Add Comment 1 min read WebSysctl is Now Live! Alfonso Siciliano Alfonso Siciliano Alfonso Siciliano Follow Apr 28 '25 WebSysctl is Now Live! # unix # freebsd # kernel # sysctl Comments Add Comment 1 min read Epoch time conjurer conjurer conjurer Follow Jun 16 '25 Epoch time # unix # time # programmers Comments 1 comment 1 min read How Unix, Windows, and macOS Security Models Evolved Over Time and Their Impact Today Aditya Pratap Bhuyan Aditya Pratap Bhuyan Aditya Pratap Bhuyan Follow Mar 3 '25 How Unix, Windows, and macOS Security Models Evolved Over Time and Their Impact Today # unix # windows # macos # security Comments Add Comment 6 min read What is a tiling window manager and how can it change your life as a developer ? Evan Koehler Evan Koehler Evan Koehler Follow Feb 27 '25 What is a tiling window manager and how can it change your life as a developer ? # linux # unix # dotfiles # computer Comments Add Comment 5 min read Understanding Unix Sockets: A Deep Dive into Inter-Process Communication Pejman Rezaei Pejman Rezaei Pejman Rezaei Follow Jan 21 '25 Understanding Unix Sockets: A Deep Dive into Inter-Process Communication # linux # unix # ipc # socket 1 reaction Comments Add Comment 4 min read Demystifying the Man-Month(Part1) Taka Saito Taka Saito Taka Saito Follow Dec 17 '24 Demystifying the Man-Month(Part1) # career # programming # unix # assembler Comments Add Comment 4 min read Process Synchronization and Deadlock: Operating System Harsh Mishra Harsh Mishra Harsh Mishra Follow Jan 2 '25 Process Synchronization and Deadlock: Operating System # os # unix # linux # ubuntu Comments Add Comment 9 min read Process Management: Operating System Harsh Mishra Harsh Mishra Harsh Mishra Follow Jan 2 '25 Process Management: Operating System # os # unix # linux # ubuntu Comments Add Comment 9 min read Introduction to Operating System Harsh Mishra Harsh Mishra Harsh Mishra Follow Jan 2 '25 Introduction to Operating System # unix # os # ubuntu # linux Comments Add Comment 4 min read UNIX and Linux Istiak Islam Istiak Islam Istiak Islam Follow Sep 6 '24 UNIX and Linux # linux # opensource # unix Comments Add Comment 3 min read Unleash Your Inner Avenger: A Beginner's Guide to Unix Shells Drazen Bebic Drazen Bebic Drazen Bebic Follow Sep 24 '24 Unleash Your Inner Avenger: A Beginner's Guide to Unix Shells # bash # unix # beginners 24 reactions Comments 8 comments 4 min read Mastering the Unix Universe: A Comprehensive Guide to Free Programming Resources GetVM GetVM GetVM Follow Jul 23 '24 Mastering the Unix Universe: A Comprehensive Guide to Free Programming Resources # getvm # unix # programming # tutorials Comments Add Comment 4 min read Mastering the Unix Universe: A Comprehensive Collection of Free Programming Tutorials GetVM GetVM GetVM Follow Jul 18 '24 Mastering the Unix Universe: A Comprehensive Collection of Free Programming Tutorials # getvm # programming # tutorials # unix Comments Add Comment 3 min read Linux Commands You Should Master Rubin Rubin Rubin Follow Jul 13 '24 Linux Commands You Should Master # linux # terminal # cli # unix 8 reactions Comments Add Comment 3 min read Starting of a new Chapter Saurav Saurav Saurav Follow Jun 5 '24 Starting of a new Chapter # linux # opensource # ubuntu # unix Comments Add Comment 1 min read Building my Own wc Tool in Rust Junior Nascimento Junior Nascimento Junior Nascimento Follow Jun 18 '24 Building my Own wc Tool in Rust # rust # unix # cli # learning Comments Add Comment 3 min read loading... trending guides/resources The Unix Philosophy Was Right All Along: An IVP Analysis of 17 Timeless Rules Your Boring Stack Isn't Boring Enough 💎 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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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 Linux Follow Hide What are clouds made of? Linux servers, mostly. Create Post submission guidelines Articles and discussions should be directly related to Linux operating systems. Questions are encouraged (see the #help tag). Content with the main focus on bash or the Unix shell is permitted, but don't forget to add the #bash or #unix tag as you see it fitting. Articles mainly about WSL should be tagged with #wsl instead of #linux. about #linux Linux is a family of free and open source operating systems built on top of the Linux kernel, first released on 1991 by Linus Torvalds. Older #linux posts 1 2 3 4 5 6 7 8 9 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Proxy Inverso Agustin Ezequiel Acevedo Agustin Ezequiel Acevedo Agustin Ezequiel Acevedo Follow for Adini Jan 5 Proxy Inverso # sre # cloud # linux # architecture Comments Add Comment 4 min read Linux Filesystem and Navigation for DevOps (With Practical Demo) - v1.1 Chetan Tekam Chetan Tekam Chetan Tekam Follow Jan 10 Linux Filesystem and Navigation for DevOps (With Practical Demo) - v1.1 # cli # devops # linux # tutorial Comments Add Comment 2 min read Zero-Downtime AKS Node Patching infantus godfrey infantus godfrey infantus godfrey Follow for CareerByteCode Jan 4 Zero-Downtime AKS Node Patching # aks # kubernetes # azure # linux Comments Add Comment 4 min read The Linux Paradox in the Middle East: Everywhere and Nowhere Mobin Valadi Mobin Valadi Mobin Valadi Follow for Kurdistan Linux Lab | تاقیگەی لینوکسی کوردستان Jan 4 The Linux Paradox in the Middle East: Everywhere and Nowhere # middleeast # kurdistan # opensource # linux Comments Add Comment 7 min read Linus Torvalds Gets Candid About Windows, Workflows, and AI David Cassel David Cassel David Cassel Follow Jan 4 Linus Torvalds Gets Candid About Windows, Workflows, and AI # linux # microsoft # windows # opensource Comments Add Comment 1 min read The silent revolution in Linux? Historical maintainer analysis shows Nix +264%, AUR +100%, while Debian barely grows (+2.3%) Metehan Yurtseven Metehan Yurtseven Metehan Yurtseven Follow Jan 3 The silent revolution in Linux? Historical maintainer analysis shows Nix +264%, AUR +100%, while Debian barely grows (+2.3%) # discuss # linux # opensource # development Comments Add Comment 1 min read How I Run LLM Agents in a Secure Nix Sandbox Anderson. J Anderson. J Anderson. J Follow Jan 3 How I Run LLM Agents in a Secure Nix Sandbox # linux # security # ai # tooling Comments Add Comment 5 min read My 10-Hour Battle with Arch Linux & Hyprland (On Legacy Hardware) GardZock GardZock GardZock Follow Jan 4 My 10-Hour Battle with Arch Linux & Hyprland (On Legacy Hardware) # linux # learning # archlinux # hyprland Comments Add Comment 3 min read I stopped writing separate maintenance scripts for each Linux distro. You can too. ᙢᓎᕼᗅᙢᙍᗫ ᙍᒪᕼᗅᖇᙍᖇᖻ ᙢᓎᕼᗅᙢᙍᗫ ᙍᒪᕼᗅᖇᙍᖇᖻ ᙢᓎᕼᗅᙢᙍᗫ ᙍᒪᕼᗅᖇᙍᖇᖻ Follow Jan 3 I stopped writing separate maintenance scripts for each Linux distro. You can too. # linux # bash # kernal # sysmaint Comments Add Comment 2 min read Building a Hyprland Widget Inspired by the "In Time" Movie Mathis abbaszadeh Mathis abbaszadeh Mathis abbaszadeh Follow Jan 3 Building a Hyprland Widget Inspired by the "In Time" Movie # linux # archlinux # hyprland # python 1 reaction Comments Add Comment 5 min read Linux And Shell Programing Abhishek Gupta Abhishek Gupta Abhishek Gupta Follow Jan 4 Linux And Shell Programing # architecture # beginners # linux # tutorial Comments Add Comment 7 min read The Easiest Way to Create a Bootable USB with Ventoy Ganesh Kumar Ganesh Kumar Ganesh Kumar Follow Jan 3 The Easiest Way to Create a Bootable USB with Ventoy # linux # productivity # tooling # tutorial 10 reactions Comments Add Comment 3 min read DevOpsMind Deep-Dive Gaurav Chile | InfraForgeLabs Gaurav Chile | InfraForgeLabs Gaurav Chile | InfraForgeLabs Follow Jan 3 DevOpsMind Deep-Dive # devops # opensource # automation # linux Comments Add Comment 1 min read BTOP++: The Resource Monitor I Didn’t Know I Needed Igor Giamoniano Igor Giamoniano Igor Giamoniano Follow Jan 3 BTOP++: The Resource Monitor I Didn’t Know I Needed # linux # archlinux # resources # productivity Comments Add Comment 2 min read Handling Timezone Issues in Cron Jobs (2025 Guide) Łukasz Maśląg Łukasz Maśląg Łukasz Maśląg Follow for CronMonitor Jan 2 Handling Timezone Issues in Cron Jobs (2025 Guide) # cron # linux # devops # monitoring Comments 2 comments 3 min read 🐧 Linux Commands Every DevOps Beginner Learns While Deploying to EC2 alok-38 alok-38 alok-38 Follow Jan 4 🐧 Linux Commands Every DevOps Beginner Learns While Deploying to EC2 # linux # cli # tutorial # productivity Comments Add Comment 3 min read How to Enable Hibernation on Dual Boot Linux Mint? Ganesh Kumar Ganesh Kumar Ganesh Kumar Follow Jan 2 How to Enable Hibernation on Dual Boot Linux Mint? # linux 15 reactions Comments Add Comment 4 min read Introduction :) M4iR0N M4iR0N M4iR0N Follow Jan 2 Introduction :) # homelab # linux # beginners Comments Add Comment 1 min read Linux Kernel Basics: User Space vs. Kernel Space, System Calls, strace (debugging processes). Shivakumar Shivakumar Shivakumar Follow Jan 5 Linux Kernel Basics: User Space vs. Kernel Space, System Calls, strace (debugging processes). # architecture # beginners # devops # linux Comments Add Comment 5 min read Debugging Random Reboots with Claude Code: A PSU Power Limit Story Eugene Oleinik Eugene Oleinik Eugene Oleinik Follow Jan 1 Debugging Random Reboots with Claude Code: A PSU Power Limit Story # linux # hardware # debugging # claudecode Comments Add Comment 3 min read DevOps / DevSecOps Engineer looking for opportunities (Kubernetes, RKE2, CI/CD) Arun philip sizeon Arun philip sizeon Arun philip sizeon Follow Jan 7 DevOps / DevSecOps Engineer looking for opportunities (Kubernetes, RKE2, CI/CD) # devops # kubernetes # docker # linux Comments Add Comment 1 min read Headless Raspberry Pi Homelab – Part 3: SSH & MariaDB (MySQL Compatible) Installation astromodem astromodem astromodem Follow Jan 1 Headless Raspberry Pi Homelab – Part 3: SSH & MariaDB (MySQL Compatible) Installation # raspberrypi # linux # mysql # database Comments Add Comment 2 min read The Ultimate Guide to Let's Encrypt Wildcard SSL on Ubuntu (2026) Akash Akash Akash Follow for MechCloud Academy Jan 6 The Ultimate Guide to Let's Encrypt Wildcard SSL on Ubuntu (2026) # devops # security # linux # ssl 2 reactions Comments Add Comment 9 min read Learning Shell Scripting Through Real Automation Projects Sneha Tomar Sneha Tomar Sneha Tomar Follow Jan 1 Learning Shell Scripting Through Real Automation Projects # bash # devops # linux # automation 1 reaction Comments Add Comment 1 min read Goodbye Fail2Ban: Hardening Netbird & Caddy with CrowdSec patrickbloem-it patrickbloem-it patrickbloem-it Follow Dec 31 '25 Goodbye Fail2Ban: Hardening Netbird & Caddy with CrowdSec # security # tutorial # devops # linux 1 reaction Comments Add Comment 8 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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https://docs.devcycle.com/cli-mcp/mcp-getting-started/#__docusaurus_skipToContent_fallback | MCP Getting Started | DevCycle Docs Skip to main content Home SDKs APIs Management API Bucketing API Integrations CLI / MCP Best Practices Community Blog Discord Search Sign Up CLI / MCP Overview CLI CLI Reference CLI User Guides Projects Environments SDK Keys Features Variables Variations Targeting Rules Self-Targeting CLI User Guides MCP MCP Getting Started MCP Reference MCP User Guides Incident Investigation MCP On this page DevCyle MCP Getting Started The DevCycle Model Context Protocol (MCP) Server is based on the DevCycle CLI, it enables AI-powered code editors like Cursor and Windsurf, or general-purpose tools like Claude Desktop, to interact directly with your DevCycle projects and make changes on your behalf. Quick Setup The DevCycle MCP is hosted so there is no need to set up a local server. We'll walk you through installation and authentication with your preferred AI tools. Direct Connection: For clients that natively support the MCP specification with OAuth authentication, you can connect directly to our hosted server: https://mcp.devcycle.com/mcp Protocol Support : Our MCP server supports both SSE and HTTP Streaming protocols, automatically negotiating the best option based on your client's capabilities. Alternative Endpoint : If your client has issues with protocol negotiation, use the SSE-only endpoint: https://mcp.devcycle.com/sse MCP Registry : If you're using registry.modelcontextprotocol.io , the DevCycle MCP is listed as: com.devcycle/mcp info These instructions use the remote DevCycle MCP server. For installation of the local MCP server, see the reference docs . Configure Your AI Client Cursor VS Code Claude Code Claude Desktop Windsurf Codex CLI Gemini CLI 📦 Install in Cursor To open Cursor and automatically add the DevCycle MCP, click the install button above. Alternatively, add the following to your ~/.cursor/mcp_settings.json file. To learn more, see the Cursor documentation . { "mcpServers" : { "DevCycle" : { "url" : "https://mcp.devcycle.com/mcp" } } } Authentication in Cursor: After configuration, you'll see DevCycle MCP listed as "Needs login" with a yellow indicator Click on the DevCycle MCP server to initiate the authorization process This opens a browser authorization page at mcp.devcycle.com Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com You'll be redirected back to Cursor with the server now active 📦 Install in VS Code To open VS Code and automatically add the DevCycle MCP, click the install button above. Alternatively, add the following to your .continue/config.json file. To learn more, see the Continue documentation . { "mcpServers" : { "DevCycle" : { "url" : "https://mcp.devcycle.com/mcp" } } } Authentication in VS Code: After configuration, open the MCP settings panel in VS Code Find the DevCycle MCP server and click "Start Server" VS Code will show a dialog: "The MCP Server Definition 'DevCycle' wants to authenticate to mcp.devcycle.com" Click "Allow" to proceed with authentication This opens a browser authorization page at mcp.devcycle.com Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com You'll be redirected back to VS Code with the server now active Step 1: Open Terminal Open your terminal to access the Claude CLI. Step 2: Add DevCycle MCP Server claude mcp add --transport http devcycle https://mcp.devcycle.com/mcp Step 3: Manage MCP Connection In the Claude CLI, enter the MCP management interface: /mcp Step 4: Authentication You'll see the DevCycle server listed as "disconnected • Enter to login": Select the DevCycle server and press Enter to login Follow the CLI prompts to initiate the Authentication process This will open a browser page at mcp.devcycle.com for authorization Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com Return to Claude Code where the server will show as connected For more details, see the Claude Code MCP documentation . Step 1: Access MCP Configuration Option 1: Through Claude Desktop Settings (Recommended) Open Claude Desktop and go to Settings Navigate to Developer → Local MCP servers Click "Edit Config" to open the configuration file directly Option 2: Manual Configuration File Alternatively, locate and edit your Claude Desktop configuration file: macOS : ~/Library/Application Support/Claude/claude_desktop_config.json Windows : %APPDATA%\Claude\claude_desktop_config.json Step 2: Add DevCycle Configuration Add or merge the following configuration: { "mcpServers" : { "devcycle" : { "command" : "npx" , "args" : [ " [email protected] " , "https://mcp.devcycle.com/mcp" ] } } } Step 3: Restart Claude Desktop Close and reopen Claude Desktop for the changes to take effect. Step 4: Authentication When you first use DevCycle MCP tools, Claude Desktop will prompt for authentication This will open a browser page at mcp.devcycle.com for authorization Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com Return to Claude Desktop where the MCP tools will be active Step 1: Access MCP Configuration Open Windsurf and go to Settings > Winsurf Settings Scroll to the Cascade section Click "Manage MCPs" Step 2: Edit Raw Configuration In the "Manage MCP servers" interface, click "View raw config" Add the following configuration to the JSON file: { "mcpServers" : { "DevCycle" : { "serverUrl" : "https://mcp.devcycle.com/mcp" } } } Step 3: Refresh and Authenticate Save the configuration file Click "Refresh" in the "Manage MCP servers" interface The DevCycle server will appear and prompt for authentication Follow the authentication flow: Browser opens at mcp.devcycle.com for authorization Click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com Return to Windsurf where DevCycle will show as "Enabled" with all tools available which can be configured independently Step 1: Access MCP Configuration Locate and edit your OpenAI Codex CLI configuration file: All platforms : ~/.codex/config.toml Step 2: Add DevCycle MCP Server Add the following TOML configuration to enable the DevCycle MCP server: [mcp_servers.devcycle] url = "https://mcp.devcycle.com/mcp" Step 3: Restart Codex CLI Restart your Codex CLI session for the changes to take effect. Step 4: Authentication When you first use DevCycle MCP tools, the Codex CLI will prompt for authentication This will open a browser page at mcp.devcycle.com for authorization Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com Return to the Codex CLI where the DevCycle MCP tools will be active For more details, see the OpenAI Codex MCP documentation . Step 1: Access MCP Configuration Locate and edit your Gemini CLI settings file: All platforms : ~/.gemini/settings.json Step 2: Add DevCycle MCP Server Add or merge the following configuration to enable the DevCycle MCP server: { "mcpServers" : { "devcycle" : { "url" : "https://mcp.devcycle.com/mcp" } } } Step 3: Restart Gemini CLI Restart your Gemini CLI session for the changes to take effect. Step 4: Authentication When you first use DevCycle MCP tools, the Gemini CLI will prompt for authentication This will open a browser page at mcp.devcycle.com for authorization Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com Return to the Gemini CLI where the DevCycle MCP tools will be active For more details, see the Gemini CLI MCP documentation . Available Tools The DevCycle MCP Server provides comprehensive feature flag management tools organized into 6 categories : Category Tools Description Feature Management list_features , create_feature , update_feature , update_feature_status , delete_feature , cleanup_feature , get_feature_audit_log_history Create and manage feature flags Variable Management list_variables , create_variable , update_variable , delete_variable Manage feature variables Project Management list_projects , get_current_project , select_project Project selection and details Self-Targeting & Overrides get_self_targeting_identity , update_self_targeting_identity , list_self_targeting_overrides , set_self_targeting_override , clear_feature_self_targeting_overrides Testing and overrides Results & Analytics get_feature_total_evaluations , get_project_total_evaluations Usage analytics SDK Installation install_devcycle_sdk SDK install guides and examples Try It Out Once configured, try asking your AI assistant: "Create a new feature flag called 'new-checkout-flow'" "List all features in my project" "Enable targeting for the header-redesign feature in production" "Show me evaluation analytics for the last 7 days" Next Steps MCP Reference - Complete tool documentation with all parameters CLI Reference - Learn about the underlying CLI commands Getting Help GitHub Issues : GitHub Issues General Documentation : DevCycle Docs DevCycle Community : Discord Support : Contact Support Edit this page Last updated on Jan 9, 2026 Previous CLI User Guides Next MCP Getting Started Quick Setup Configure Your AI Client Available Tools Try It Out Next Steps Getting Help DevCycle Dashboard Blog Privacy Policy Twitter Discord GitHub Copyright © 2026 DevCycle. All rights reserved. | 2026-01-13T08:48:26 |
https://events.linuxfoundation.org/openapi-asc/program/cfp/#cfp-questions | Call For Proposals (CFP) | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Call For Proposals (CFP) Skip to page section Overview General Info + Dates to Remember Program Co-Chairs Requirements + Considerations How to Submit Your Proposal Sample Submission Code of Conduct CFP Questions? Overview The KubeCon + CloudNativeCon North America 2020 Call for Proposals (CFP) is now closed . For any questions regarding the CFP process, please email cfp@cncf.io . General Info + Dates to Remember KubeCon + CloudNativeCon brings together adopters, developers, and practitioners to collaborate face-to-face. Engage with the leaders of Kubernetes, Prometheus, and other CNCF-hosted projects as we set the direction for the cloud native ecosystem. Dates to Remember CFP Opens: Wednesday, April 22, 2020 CFP Closes: 11:59pm Pacific Daylight Time (PDT), Sunday, July 12, 2020 CFP Notifications: Tuesday, September 29, 2020 Schedule Announcement: Thursday, October 1, 2020 Event Dates: Tuesday, November 17 – Friday, November 20 Reminder: This is a community conference — so no product and/or vendor sales pitches. First Time Submitting? Don’t Feel Intimidated CNCF events are an excellent way to get to know the community and share your ideas and the work that you are doing. You do not need to be a chief architect or long-time industry pundit to submit a proposal, in fact, we strongly encourage first-time speakers to submit talks for all of our events. Our events are working conferences intended for professional networking and collaboration in the CNCF community and we work closely with our attendees, sponsors and speakers to help keep CNCF events professional, welcoming, and friendly. If you have any questions on how to submit a proposal or the event in general, please contact cfp@cncf.io . Program Co-Chairs Constance Caramanolis Constance is a principal software engineer at Splunk, formerly Omnition, contributing to OpenTelemetry. Previous to Omnition, she worked at Lyft as part of the data platform and server networking teams. While at Lyft, Constance built, deployed, and configured Envoy internally, and maintained the open source project. Stephen Augustus Stephen Augustus is an active leader in the upstream Kubernetes community. He currently serves as a Special Interest Group Chair (SIG Release, SIG PM), a Release Manager, and a subproject owner for Azure, a Program Committee member for KubeCon (Barcelona, Shanghai, San Diego), and Track Chair for KubeCon Amsterdam. He has served on the Kubernetes Release Team for multiple releases, built the Release Team for a few releases, and established the new Release Engineering subproject. When not focused on Kubernetes project governance, Stephen participates in Meet Our Contributors (a monthly series geared towards answering contributor questions), writes blog posts about new enhancements to the ecosystem, chats with media analysts about Kubernetes, and reviews new membership requests for Kubernetes GitHub organizations. Stephen leads the Cloud Native Tools & Advocacy team at VMware, driving meaningful interactions between internal teams and the Open Source community, advocating the use of Cloud Native solutions, and hacking on tools that make life easier for developers and operations folk alike. He has previously held SRE/Production Engineering/DevOps-ey roles, as well as customer-facing infrastructure delivery roles at Cloud Native leaders, including CoreOS and Red Hat. When he’s not behind a keyboard or in front of a customer, he’s captaining teams in multiple billiards sports leagues. Requirements + Considerations Requirements Any platforms or tools you are describing need to be open source . You are limited to be listed as a speaker on up to two proposals submitted to the CFP for consideration, regardless of the format. If we find that you are listed on more than two, we will contact you to remove any proposals over the limit . UPDATED: You may only speak on one panel and one non-panel accepted session chosen from the CFP at KubeCon + CloudNativeCon North America 2020. (Note: Maintainer Track sessions are separate from CFP policies.) We will not select a submission that has already been presented elsewhere or at a previous KubeCon + CloudNativeCon. If your submission is very similar to a previous talk, please include information on how this version will be different. Specifically, if you gave a talk at KubeCon + CloudNativeCon in Europe, China, or North America 2019, please do not submit the same talk to North America 2020. It will automatically not be accepted to maintain content diversity. Consider the Following as You Write Your Proposal What do you expect the audience to gain from your presentation? Why should YOU be the one to give this talk? You have a unique story. Tell it. Be prepared to explain how this fits into the CNCF and overall Open Source Ecosystem. We definitely do not expect every presentation to have code snippets and technical deep-dives but here are two things that you should avoid when preparing your proposal because they are almost always rejected due to the fact that they take away from the integrity of our events, and are rarely well-received by conference attendees: Sales or marketing pitches Unlicensed or potentially closed-source technologies There are plenty of ways to give a presentation about projects and technologies without focusing on company-specific efforts. Remember the things to consider that we mentioned above when writing your proposal and think of ways to make it interesting for attendees while still letting you share your experiences, educate the community about an issue, or generate interest in a project. How to Submit Your Proposal We have done our best to make the submission process as simple as possible. Here is what you will need to prepare: 1. Choose a submission format (NEW formats!): Solo Presentation : 35-minute presentation, limited to 1 speaker Dual Presentation : 35-minute presentation, limited to 2 speakers AMA (Ask Me Anything): 35-minute, interview-like session, that takes place between an individual and the attendees or and individual and an interviewer asking questions, max of 2 participants (which includes the interviewer) Panel: 35 minutes of discussion amongst 3 to 5 speakers Tutorial: 90-minute, in-depth, hands-on presentation with 1–4 speakers Note: All submissions with 3–5 speakers are required to have at least one speaker that does not identify as a man and the speakers must not all be from the same company. 2. Choose which CNCF hosted software your presentation will be focused on ( Choose all that apply ): containerd (Graduated) CoreDNS (Graduated) Envoy (Graduated) Fluentd (Graduated) Helm ( Graduated ) Jaeger (Graduated) Kubernetes (Graduated) Prometheus (Graduated) TUF (Graduated) Vitess (Graduated) Argo (Incubating) CloudEvents (Incubating) CNI (Incubating) CRI-O (Incubating) Dragonfly (Incubating) etcd (Incubating) Falco (Incubating) gRPC (Incubating) Harbor (Incubating) Linkerd (Incubating) NATS (Incubating) Notary (Incubating) Open Policy Agent (Incubating) OpenTracing (Incubating) Rook (Incubating) TiKV (Incubating) Brigade (Sandbox) Buildpacks (Sandbox) ChubaoFS (Sandbox) Cortex (Sandbox) Flux (Sandbox) In-toto (Sandbox) KEDA (Sandbox) KubeEdge (Sandbox) KubeVirt (Sandbox) Longhorn (Sandbox) Network Service Mesh (Sandbox) OpenEBS (Sandbox) OpenMetrics (Sandbox) OpenTelementry (Sandbox) Service Mesh Interface (Sandbox) SPIFFE (Sandbox) SPIRE (Sandbox) Strimzi (Sandbox) Telepresence (Sandbox) Thanos (Sandbox) Virtual Kubelet (Sandbox) Volcano (Sandbox) 3. Choose a topic to narrow down the focus (NEW topics!): 101 (dedicated sessions for attendees who are new to the conference overall and/or beginners to the conference content, i.e. Kubernetes 101) Application & Development (includes Helm, Brigade, Telepresence, & Buildpacks) CI/CD (including Harbor, Dragonfly, & Flux) Community Customizing & Extending Kubernetes (including KubeVirt & Volcano) Machine Learning & Data Networking (includes CoreDNS, CNI, gRPC, NATS, KubeEdge, Network Service Mesh, & Strimzi) Observability (includes Fluentd, Prometheus, Jaeger, OpenTracing, OpenMetrics, Cortex, OpenTelemetry, & Thanos) Operations (including Argo) Performance Runtimes (includes containerd & CRI-O) Security, Identity & Policy (includes Notary, OPA, TUF, SPIFFE/SPIRE, and in-toto) Serverless (includes CloudEvents, Virtual Kubelet, & KEDA) Service Mesh (includes Envoy, Linkerd and Service Mesh Interface) Storage (includes Rook, Vitess, OpenEBS, Longhorn, & ChubaoFS) Note: If your presentation is a case study, please choose which topic it best associates with from the list above and then choose “yes” for the question that asks if your presentation is a case study within the form. Final tracks for the conference will be based on accepted submissions. 4. Provide a detailed and focused description with a max of 900 characters. This is what will be used on the online schedule if your talk is accepted. 5. Provide more in-depth information in the “ Benefits to the Ecosystem ” section. This is your opportunity to elaborate on your content and share any more details with the committee with a max of 1,500 characters. 6. Provide a biography for all speakers , including previous speaking experience. 7. Provide resources to enhance your proposal. These can be videos of you or your speakers presenting elsewhere, links to personal websites (including LinkedIn), links to your open source projects, or published books. 8. If you choose to submit a tutorial please explicitly mention what the audience will learn from or walk away with after attending your session. Additionally, please indicate what prerequisites (if any) are needed for the attendee to know prior to attending, and if any materials should be brought with them or downloaded ahead of time (i.e. must install software) prior to attending. Sample Submission Your session description will be the cornerstone of your proposal. This is your chance to *sell* your talk to the program committee, so do your best to highlight the problem/contribution/work that you are addressing in your presentation. The technical details are still important, but the relevance of what you are presenting will help the program committee during the selection process. This is the description that will be posted on the website schedule , so please ensure that it is in complete sentences (and not just bullet points), free of typos and that it is written in the third person (use your name instead of “I”). Example: OCI, CRI, ??: Making Sense of the Container Runtime Landscape in Kubernetes – You’ve probably heard about the OCI—a standardization effort to share a common definition for container runtime, image, and image distribution. Add to that the CRI (container runtime interface) in Kubernetes—designed to abstract the container runtime from the kubelet—and you may start to wonder what all these standards and interfaces mean for you in a Kubernetes world. As of this year, a long list of runtimes, including CNCF projects containerd and cri-o, all implement the CRI. But did you know there are quite a few others? The unique number of CRI combinations is growing, all of which use the common OCI definitions for runtime and image interoperability. But how would you decide which container runtime is right for you? Clearly each one has tradeoffs. This talk will help describe the current landscape and give you details on the why and how of each CRI implementation available today. Benefits to the Ecosystem This is your chance to elaborate. Tell us how the content of your presentation will help better the ecosystem or anything you wish to share with the co-chairs and program committee. We realize that this can be a difficult question to answer, but as with the description, the relevance of your presentation is just as important as the content. Max of 1,500 characters. Example: It is a repeating comment across the CNCF ecosystem that the number of choices for container runtime is confusing, especially for those who are newer to our ecosystem. Even for those who many have heard the names–Docker, containerd, cri-o–even they are curious as to the reasons why there are many varied runtimes available to implement the CRI interface for Kubernetes, and what is the history that brought us to this point. This talk helps bring clarity to the container runtime landscape, and especially shows the interesting work being done in additional isolation technologies like gVisor, AWS Firecracker, and Kata containers and why that may be of value to consider for certain security or workload constraints. In the end, especially as we have two major runtimes as CNCF projects, this talk hopefully brings a level of insight to practitioners, developers, and operators as to why clusters may choose various runtimes and how new features in Kubernetes like RuntimeClass are making it easier to support mixed clusters that can support the needs of workloads with different isolation features or requirements. Scoring Guidelines To help you further understand what is considered while the program committee and co-chairs are reviewing your proposal, please review the Scoring Guidelines and Best Practices page . Code of Conduct The Linux Foundation and its project communities are dedicated to providing a harassment-free experience for participants at all of our events. We encourage all submitters to review our complete Code of Conduct . CFP Questions? If you have any questions regarding the CFP process, please contact Nanci Lancaster: cfp@cncf.io Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Schedule Interactive Sessions Co-Located Events Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:26 |
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https://events.linuxfoundation.org/openapi-asc/program/cfp/#code-of-conduct | Call For Proposals (CFP) | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Call For Proposals (CFP) Skip to page section Overview General Info + Dates to Remember Program Co-Chairs Requirements + Considerations How to Submit Your Proposal Sample Submission Code of Conduct CFP Questions? Overview The KubeCon + CloudNativeCon North America 2020 Call for Proposals (CFP) is now closed . For any questions regarding the CFP process, please email cfp@cncf.io . General Info + Dates to Remember KubeCon + CloudNativeCon brings together adopters, developers, and practitioners to collaborate face-to-face. Engage with the leaders of Kubernetes, Prometheus, and other CNCF-hosted projects as we set the direction for the cloud native ecosystem. Dates to Remember CFP Opens: Wednesday, April 22, 2020 CFP Closes: 11:59pm Pacific Daylight Time (PDT), Sunday, July 12, 2020 CFP Notifications: Tuesday, September 29, 2020 Schedule Announcement: Thursday, October 1, 2020 Event Dates: Tuesday, November 17 – Friday, November 20 Reminder: This is a community conference — so no product and/or vendor sales pitches. First Time Submitting? Don’t Feel Intimidated CNCF events are an excellent way to get to know the community and share your ideas and the work that you are doing. You do not need to be a chief architect or long-time industry pundit to submit a proposal, in fact, we strongly encourage first-time speakers to submit talks for all of our events. Our events are working conferences intended for professional networking and collaboration in the CNCF community and we work closely with our attendees, sponsors and speakers to help keep CNCF events professional, welcoming, and friendly. If you have any questions on how to submit a proposal or the event in general, please contact cfp@cncf.io . Program Co-Chairs Constance Caramanolis Constance is a principal software engineer at Splunk, formerly Omnition, contributing to OpenTelemetry. Previous to Omnition, she worked at Lyft as part of the data platform and server networking teams. While at Lyft, Constance built, deployed, and configured Envoy internally, and maintained the open source project. Stephen Augustus Stephen Augustus is an active leader in the upstream Kubernetes community. He currently serves as a Special Interest Group Chair (SIG Release, SIG PM), a Release Manager, and a subproject owner for Azure, a Program Committee member for KubeCon (Barcelona, Shanghai, San Diego), and Track Chair for KubeCon Amsterdam. He has served on the Kubernetes Release Team for multiple releases, built the Release Team for a few releases, and established the new Release Engineering subproject. When not focused on Kubernetes project governance, Stephen participates in Meet Our Contributors (a monthly series geared towards answering contributor questions), writes blog posts about new enhancements to the ecosystem, chats with media analysts about Kubernetes, and reviews new membership requests for Kubernetes GitHub organizations. Stephen leads the Cloud Native Tools & Advocacy team at VMware, driving meaningful interactions between internal teams and the Open Source community, advocating the use of Cloud Native solutions, and hacking on tools that make life easier for developers and operations folk alike. He has previously held SRE/Production Engineering/DevOps-ey roles, as well as customer-facing infrastructure delivery roles at Cloud Native leaders, including CoreOS and Red Hat. When he’s not behind a keyboard or in front of a customer, he’s captaining teams in multiple billiards sports leagues. Requirements + Considerations Requirements Any platforms or tools you are describing need to be open source . You are limited to be listed as a speaker on up to two proposals submitted to the CFP for consideration, regardless of the format. If we find that you are listed on more than two, we will contact you to remove any proposals over the limit . UPDATED: You may only speak on one panel and one non-panel accepted session chosen from the CFP at KubeCon + CloudNativeCon North America 2020. (Note: Maintainer Track sessions are separate from CFP policies.) We will not select a submission that has already been presented elsewhere or at a previous KubeCon + CloudNativeCon. If your submission is very similar to a previous talk, please include information on how this version will be different. Specifically, if you gave a talk at KubeCon + CloudNativeCon in Europe, China, or North America 2019, please do not submit the same talk to North America 2020. It will automatically not be accepted to maintain content diversity. Consider the Following as You Write Your Proposal What do you expect the audience to gain from your presentation? Why should YOU be the one to give this talk? You have a unique story. Tell it. Be prepared to explain how this fits into the CNCF and overall Open Source Ecosystem. We definitely do not expect every presentation to have code snippets and technical deep-dives but here are two things that you should avoid when preparing your proposal because they are almost always rejected due to the fact that they take away from the integrity of our events, and are rarely well-received by conference attendees: Sales or marketing pitches Unlicensed or potentially closed-source technologies There are plenty of ways to give a presentation about projects and technologies without focusing on company-specific efforts. Remember the things to consider that we mentioned above when writing your proposal and think of ways to make it interesting for attendees while still letting you share your experiences, educate the community about an issue, or generate interest in a project. How to Submit Your Proposal We have done our best to make the submission process as simple as possible. Here is what you will need to prepare: 1. Choose a submission format (NEW formats!): Solo Presentation : 35-minute presentation, limited to 1 speaker Dual Presentation : 35-minute presentation, limited to 2 speakers AMA (Ask Me Anything): 35-minute, interview-like session, that takes place between an individual and the attendees or and individual and an interviewer asking questions, max of 2 participants (which includes the interviewer) Panel: 35 minutes of discussion amongst 3 to 5 speakers Tutorial: 90-minute, in-depth, hands-on presentation with 1–4 speakers Note: All submissions with 3–5 speakers are required to have at least one speaker that does not identify as a man and the speakers must not all be from the same company. 2. Choose which CNCF hosted software your presentation will be focused on ( Choose all that apply ): containerd (Graduated) CoreDNS (Graduated) Envoy (Graduated) Fluentd (Graduated) Helm ( Graduated ) Jaeger (Graduated) Kubernetes (Graduated) Prometheus (Graduated) TUF (Graduated) Vitess (Graduated) Argo (Incubating) CloudEvents (Incubating) CNI (Incubating) CRI-O (Incubating) Dragonfly (Incubating) etcd (Incubating) Falco (Incubating) gRPC (Incubating) Harbor (Incubating) Linkerd (Incubating) NATS (Incubating) Notary (Incubating) Open Policy Agent (Incubating) OpenTracing (Incubating) Rook (Incubating) TiKV (Incubating) Brigade (Sandbox) Buildpacks (Sandbox) ChubaoFS (Sandbox) Cortex (Sandbox) Flux (Sandbox) In-toto (Sandbox) KEDA (Sandbox) KubeEdge (Sandbox) KubeVirt (Sandbox) Longhorn (Sandbox) Network Service Mesh (Sandbox) OpenEBS (Sandbox) OpenMetrics (Sandbox) OpenTelementry (Sandbox) Service Mesh Interface (Sandbox) SPIFFE (Sandbox) SPIRE (Sandbox) Strimzi (Sandbox) Telepresence (Sandbox) Thanos (Sandbox) Virtual Kubelet (Sandbox) Volcano (Sandbox) 3. Choose a topic to narrow down the focus (NEW topics!): 101 (dedicated sessions for attendees who are new to the conference overall and/or beginners to the conference content, i.e. Kubernetes 101) Application & Development (includes Helm, Brigade, Telepresence, & Buildpacks) CI/CD (including Harbor, Dragonfly, & Flux) Community Customizing & Extending Kubernetes (including KubeVirt & Volcano) Machine Learning & Data Networking (includes CoreDNS, CNI, gRPC, NATS, KubeEdge, Network Service Mesh, & Strimzi) Observability (includes Fluentd, Prometheus, Jaeger, OpenTracing, OpenMetrics, Cortex, OpenTelemetry, & Thanos) Operations (including Argo) Performance Runtimes (includes containerd & CRI-O) Security, Identity & Policy (includes Notary, OPA, TUF, SPIFFE/SPIRE, and in-toto) Serverless (includes CloudEvents, Virtual Kubelet, & KEDA) Service Mesh (includes Envoy, Linkerd and Service Mesh Interface) Storage (includes Rook, Vitess, OpenEBS, Longhorn, & ChubaoFS) Note: If your presentation is a case study, please choose which topic it best associates with from the list above and then choose “yes” for the question that asks if your presentation is a case study within the form. Final tracks for the conference will be based on accepted submissions. 4. Provide a detailed and focused description with a max of 900 characters. This is what will be used on the online schedule if your talk is accepted. 5. Provide more in-depth information in the “ Benefits to the Ecosystem ” section. This is your opportunity to elaborate on your content and share any more details with the committee with a max of 1,500 characters. 6. Provide a biography for all speakers , including previous speaking experience. 7. Provide resources to enhance your proposal. These can be videos of you or your speakers presenting elsewhere, links to personal websites (including LinkedIn), links to your open source projects, or published books. 8. If you choose to submit a tutorial please explicitly mention what the audience will learn from or walk away with after attending your session. Additionally, please indicate what prerequisites (if any) are needed for the attendee to know prior to attending, and if any materials should be brought with them or downloaded ahead of time (i.e. must install software) prior to attending. Sample Submission Your session description will be the cornerstone of your proposal. This is your chance to *sell* your talk to the program committee, so do your best to highlight the problem/contribution/work that you are addressing in your presentation. The technical details are still important, but the relevance of what you are presenting will help the program committee during the selection process. This is the description that will be posted on the website schedule , so please ensure that it is in complete sentences (and not just bullet points), free of typos and that it is written in the third person (use your name instead of “I”). Example: OCI, CRI, ??: Making Sense of the Container Runtime Landscape in Kubernetes – You’ve probably heard about the OCI—a standardization effort to share a common definition for container runtime, image, and image distribution. Add to that the CRI (container runtime interface) in Kubernetes—designed to abstract the container runtime from the kubelet—and you may start to wonder what all these standards and interfaces mean for you in a Kubernetes world. As of this year, a long list of runtimes, including CNCF projects containerd and cri-o, all implement the CRI. But did you know there are quite a few others? The unique number of CRI combinations is growing, all of which use the common OCI definitions for runtime and image interoperability. But how would you decide which container runtime is right for you? Clearly each one has tradeoffs. This talk will help describe the current landscape and give you details on the why and how of each CRI implementation available today. Benefits to the Ecosystem This is your chance to elaborate. Tell us how the content of your presentation will help better the ecosystem or anything you wish to share with the co-chairs and program committee. We realize that this can be a difficult question to answer, but as with the description, the relevance of your presentation is just as important as the content. Max of 1,500 characters. Example: It is a repeating comment across the CNCF ecosystem that the number of choices for container runtime is confusing, especially for those who are newer to our ecosystem. Even for those who many have heard the names–Docker, containerd, cri-o–even they are curious as to the reasons why there are many varied runtimes available to implement the CRI interface for Kubernetes, and what is the history that brought us to this point. This talk helps bring clarity to the container runtime landscape, and especially shows the interesting work being done in additional isolation technologies like gVisor, AWS Firecracker, and Kata containers and why that may be of value to consider for certain security or workload constraints. In the end, especially as we have two major runtimes as CNCF projects, this talk hopefully brings a level of insight to practitioners, developers, and operators as to why clusters may choose various runtimes and how new features in Kubernetes like RuntimeClass are making it easier to support mixed clusters that can support the needs of workloads with different isolation features or requirements. Scoring Guidelines To help you further understand what is considered while the program committee and co-chairs are reviewing your proposal, please review the Scoring Guidelines and Best Practices page . Code of Conduct The Linux Foundation and its project communities are dedicated to providing a harassment-free experience for participants at all of our events. We encourage all submitters to review our complete Code of Conduct . CFP Questions? If you have any questions regarding the CFP process, please contact Nanci Lancaster: cfp@cncf.io Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. 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https://events.linuxfoundation.org/about/calendar/?_sft_lfevent-category=kubecon-cloudnativecon-cncf-events | Upcoming Events | LF Events Skip to content Sign In Create Community Profile My LF Profile About Meet the Team Travel Funding Newsletter Blog Contact Us Sponsor Submit a Talk Calendar Code of Conduct Past Events Sign In My LF Profile Create Community Profile Upcoming Events View Past Events Filter events by name, topic... Filter by Event Category All Categories Academy Software Foundation Events (2) AI Events (6) Automotive Grade Linux Events (4) Data & Storage Events (1) Embedded & IoT Events (5) Emerging Technology Events (1) Financial Services Events (3) High Performance Computing Events (1) Interactive Computing & Data Science Events (2) KubeCon + CloudNativeCon + other CNCF Events (24) Leadership & Community Events (2) Linux Dev Events (3) Open Source Summit Events (5) OpenSSF Events (1) Web Development/Platform Events (3) Filter by Country All Countries Asia Pacific (3) China (1) India (1) Japan (1) Europe (18) Netherlands (17) Spain (1) North America (3) United States (3) Reset Displaying 24 of 66 events 2026 March Agentics Day: MCP + Agents Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed ArgoCon Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed BackstageCon Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed CiliumCon Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed Cloud Native AI + Kubeflow Day Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed Cloud Native Telco Day Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed FluxCon Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed KeycloakCon Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed KubeCon + CloudNativeCon Europe Mar 23–26, 2026 Amsterdam, Netherlands CFP Status: Closed Kubernetes on Edge Day Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed KyvernoCon Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed Observability Day Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed Open Source SecurityCon Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed Open Sovereign Cloud Day Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closes Sunday, Jan 25, 2026 OpenTofu Day Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed Platform Engineering Day Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed WasmCon Europe Mar 23, 2026 Amsterdam, Netherlands CFP Status: Closed May Observability Summit North America May 21–22, 2026 Minneapolis, United States CFP Status: Closes Monday, Jan 26, 2026 June KubeCon + CloudNativeCon India Jun 18–19, 2026 Mumbai, India CFP Status: Closes Sunday, Feb 1, 2026 July KubeCon + CloudNativeCon Japan Jul 29–30, 2026 Yokohama, Japan CFP Status: Details Coming Soon September KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China Sep 8–9, 2026 Shanghai, China CFP Status: Details Coming Soon November KubeCon + CloudNativeCon North America 2026 Nov 9–12, 2026 Salt Lake City, United States CFP Status: Details Coming Soon 2027 March KubeCon + CloudNativeCon Europe 2027 Mar 15–18, 2027 Barcelona, Spain CFP Status: Details Coming Soon November KubeCon + CloudNativeCon North America 2027 Nov 8–11, 2027 New Orleans, United States CFP Status: Details Coming Soon View Past Events Join the Linux Foundation mailing list to hear about the latest events, news & more By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:26 |
https://events.linuxfoundation.org/kubecon-cloudnativecon-europe/ | KubeCon + CloudNativeCon Europe | LF Events Skip to content Register Attend Venue + Travel FAQ Health + Safety About Amsterdam Convince Your Boss Visa Letter Request Scholarships + Travel Funding Child Care Inclusion + Accessibility Code of Conduct Sponsor Program Schedule Explore The Tracks Features + Add-Ons Experiences Maintainer Summit Project Opportunities Cloud Native Theater Co-Located Events CNCF-hosted Co-located Schedule About Co-located Events CNCF-hosted Co-located Events Overview CFP for CNCF-hosted Co-located Events Agentics Day: MCP + Agents ArgoCon BackstageCon CiliumCon Cloud Native AI + Kubeflow Day Cloud Native Telco Day FluxCon KeycloakCon Kubernetes on Edge Day KyvernoCon Observability Day Open Source SecurityCon Open Sovereign Cloud Day OpenTofu Day Platform Engineering Day WasmCon Sponsor-Hosted Co-Located Event Best Practices + Event Guide Contact Us View All Events Events All Upcoming Events ArgoCon Europe BackstageCon Europe Past KubeCon + CloudNativeCon + other CNCF Events CNCF Homepage KubeCon + CloudNativeCon Europe 23-26 March Amsterdam, The Netherlands #KubeCon #CloudNativeCon Register SPONSOR Explore The Schedule Monday CNCF-hosted Co-located Event Schedule The Cloud Native Computing Foundation ’s flagship conference brings together adopters and technologists from leading open source and cloud native communities in Amsterdam, Netherlands from 23-26 March, 2026. Be a part of the conversation as CNCF Graduated , Incubating , and Sandbox Projects unite for four days of collaboration, learning, and innovation to drive the future of cloud native computing. 9 6 2 12 16 Weeks Days Hours Minutes Seconds REVisit kubecon + cloudnativecon Europe 2025 SCHEDULE at a GLANCE explore the full schedule Times are listed in Central European Time (CET | GMT+1) Monday, 23 March Pre-event Programming (including Co-Located Events) Tuesday, 24 March Keynotes, Breakouts, Solutions Showcase, KubeCrawl + CloudNativeFest Wednesday, 25 March Keynotes, Breakouts, Solutions Showcase Thursday, 26 March Keynotes, Breakouts, Solutions Showcase 2025 Highlights View the Full Playlist “This is ground zero for the hottest area of the entire computing industry right now.” – Paul Gillin, SiliconANGLE The Kubecon + cloudnativecon experience SHOW MORE Sponsors Diamond Platinum Gold Silver Start-up End User Media Partners Join our mailing list to hear all the latest about events, news and more By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Venue + Travel FAQ Health + Safety About Amsterdam Convince Your Boss Visa Letter Request Scholarships + Travel Funding Child Care Inclusion + Accessibility Code of Conduct Sponsor Schedule Explore The Tracks Experiences Maintainer Summit Project Opportunities Cloud Native Theater CNCF-hosted Co-located Schedule About Co-located Events CNCF-hosted Co-located Events Overview CFP for CNCF-hosted Co-located Events Agentics Day: MCP + Agents ArgoCon BackstageCon CiliumCon Cloud Native AI + Kubeflow Day Cloud Native Telco Day FluxCon KeycloakCon Kubernetes on Edge Day KyvernoCon Observability Day Open Source SecurityCon Open Sovereign Cloud Day OpenTofu Day Platform Engineering Day WasmCon Sponsor-Hosted Co-Located Event Best Practices + Event Guide Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:26 |
https://youtu.be/Z_ikDlimN6A?ref=mrdbourke.com | Learn PyTorch for deep learning in a day. Literally. - 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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to the most beginner-friendly place on the internet to learn PyTorch for deep learning.\n\nAll code on GitHub - https://dbourke.link/pt-github\nAsk a question - https://dbourke.link/pt-github-discus...\nRead the course materials online - https://learnpytorch.io\nSign up for the full course on Zero to Mastery (20+ hours more video) - https://dbourke.link/ZTMPyTorch\n\nBelow are the timestamps/outline of the video. The video you're watching is comprised of 162 smaller videos but YouTube limits timestamps at 100 so some have been left out.\n\n00:00 Hello :)\n\n🛠 Chapter 0: PyTorch Fundamentals\n01:17 0. Welcome and \"what is deep learning?\"\n07:13 1. Why use machine/deep learning?\n10:47 2. The number one rule of ML\n16:27 3. Machine learning vs deep learning\n22:34 4. Anatomy of neural networks\n31:56 5. Different learning paradigms\n36:28 6. What can deep learning be used for?\n42:50 7. What is/why PyTorch?\n53:05 8. What are tensors?\n57:24 9. Outline\n1:03:28 10. How to (and how not to) approach this course\n1:08:37 11. Important resources\n1:14:00 12. Getting setup\n1:21:40 13. Introduction to tensors\n1:35:07 14. Creating tensors\n1:53:33 17. Tensor datatypes\n2:02:58 18. Tensor attributes (information about tensors)\n2:11:22 19. Manipulating tensors\n2:17:22 20. Matrix multiplication\n2:47:50 23. Finding the min, max, mean and sum\n2:57:20 25. Reshaping, viewing and stacking\n3:11:03 26. Squeezing, unsqueezing and permuting\n3:23:00 27. Selecting data (indexing)\n3:32:33 28. PyTorch and NumPy\n3:41:42 29. Reproducibility\n3:52:30 30. Accessing a GPU\n4:04:21 31. Setting up device agnostic code\n\n🗺 Chapter 1: PyTorch Workflow\n4:16:59 33. Introduction to PyTorch Workflow\n4:19:46 34. Getting setup\n4:27:02 35. Creating a dataset with linear regression\n4:36:44 36. Creating training and test sets (the most important concept in ML)\n4:52:50 38. Creating our first PyTorch model\n5:13:13 40. Discussing important model building classes\n5:19:41 41. Checking out the internals of our model\n5:29:33 42. Making predictions with our model\n5:40:47 43. Training a model with PyTorch (intuition building)\n5:49:03 44. Setting up a loss function and optimizer\n6:01:56 45. PyTorch training loop intuition\n6:39:37 48. Running our training loop epoch by epoch\n6:49:03 49. Writing testing loop code\n7:15:25 51. Saving/loading a model\n7:44:00 54. 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Computer vision input and outputs\n14:22:18 94. What is a convolutional neural network?\n14:27:21 95. TorchVision\n14:36:42 96. Getting a computer vision dataset\n15:01:06 98. Mini-batches\n15:08:24 99. Creating DataLoaders\n15:51:33 103. Training and testing loops for batched data\n16:25:59 105. Running experiments on the GPU\n16:29:46 106. Creating a model with non-linear functions\n16:41:55 108. Creating a train/test loop\n17:13:04 112. Convolutional neural networks (overview)\n17:21:29 113. Coding a CNN\n17:41:18 114. Breaking down nn.Conv2d/nn.MaxPool2d\n18:28:34 118. Training our first CNN\n18:43:54 120. Making predictions on random test samples\n18:55:33 121. Plotting our best model predictions\n19:19:06 123. Evaluating model predictions with a confusion matrix\n\n🗃 Chapter 4: Custom Datasets\n19:43:37 126. Introduction to custom datasets\n19:59:26 128. Downloading a custom dataset of pizza, steak and sushi images\n20:13:31 129. Becoming one with the data\n20:38:43 132. Turning images into tensors\n21:15:48 136. Creating image DataLoaders\n21:24:52 137. Creating a custom dataset class (overview)\n21:42:01 139. Writing a custom dataset class from scratch\n22:21:22 142. Turning custom datasets into DataLoaders\n22:28:22 143. Data augmentation\n22:42:46 144. Building a baseline model\n23:10:39 147. Getting a summary of our model with torchinfo\n23:17:18 148. Creating training and testing loop functions\n23:50:31 151. Plotting model 0 loss curves\n23:59:34 152. Overfitting and underfitting\n24:32:03 155. Plotting model 1 loss curves\n24:35:25 156. Plotting all the loss curves\n24:46:22 157. Predicting on custom data\n\n#pytorch #machinelearning 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https://events.linuxfoundation.org/openapi-asc/program/cfp/#general-info | Call For Proposals (CFP) | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Call For Proposals (CFP) Skip to page section Overview General Info + Dates to Remember Program Co-Chairs Requirements + Considerations How to Submit Your Proposal Sample Submission Code of Conduct CFP Questions? Overview The KubeCon + CloudNativeCon North America 2020 Call for Proposals (CFP) is now closed . For any questions regarding the CFP process, please email cfp@cncf.io . General Info + Dates to Remember KubeCon + CloudNativeCon brings together adopters, developers, and practitioners to collaborate face-to-face. Engage with the leaders of Kubernetes, Prometheus, and other CNCF-hosted projects as we set the direction for the cloud native ecosystem. Dates to Remember CFP Opens: Wednesday, April 22, 2020 CFP Closes: 11:59pm Pacific Daylight Time (PDT), Sunday, July 12, 2020 CFP Notifications: Tuesday, September 29, 2020 Schedule Announcement: Thursday, October 1, 2020 Event Dates: Tuesday, November 17 – Friday, November 20 Reminder: This is a community conference — so no product and/or vendor sales pitches. First Time Submitting? Don’t Feel Intimidated CNCF events are an excellent way to get to know the community and share your ideas and the work that you are doing. You do not need to be a chief architect or long-time industry pundit to submit a proposal, in fact, we strongly encourage first-time speakers to submit talks for all of our events. Our events are working conferences intended for professional networking and collaboration in the CNCF community and we work closely with our attendees, sponsors and speakers to help keep CNCF events professional, welcoming, and friendly. If you have any questions on how to submit a proposal or the event in general, please contact cfp@cncf.io . Program Co-Chairs Constance Caramanolis Constance is a principal software engineer at Splunk, formerly Omnition, contributing to OpenTelemetry. Previous to Omnition, she worked at Lyft as part of the data platform and server networking teams. While at Lyft, Constance built, deployed, and configured Envoy internally, and maintained the open source project. Stephen Augustus Stephen Augustus is an active leader in the upstream Kubernetes community. He currently serves as a Special Interest Group Chair (SIG Release, SIG PM), a Release Manager, and a subproject owner for Azure, a Program Committee member for KubeCon (Barcelona, Shanghai, San Diego), and Track Chair for KubeCon Amsterdam. He has served on the Kubernetes Release Team for multiple releases, built the Release Team for a few releases, and established the new Release Engineering subproject. When not focused on Kubernetes project governance, Stephen participates in Meet Our Contributors (a monthly series geared towards answering contributor questions), writes blog posts about new enhancements to the ecosystem, chats with media analysts about Kubernetes, and reviews new membership requests for Kubernetes GitHub organizations. Stephen leads the Cloud Native Tools & Advocacy team at VMware, driving meaningful interactions between internal teams and the Open Source community, advocating the use of Cloud Native solutions, and hacking on tools that make life easier for developers and operations folk alike. He has previously held SRE/Production Engineering/DevOps-ey roles, as well as customer-facing infrastructure delivery roles at Cloud Native leaders, including CoreOS and Red Hat. When he’s not behind a keyboard or in front of a customer, he’s captaining teams in multiple billiards sports leagues. Requirements + Considerations Requirements Any platforms or tools you are describing need to be open source . You are limited to be listed as a speaker on up to two proposals submitted to the CFP for consideration, regardless of the format. If we find that you are listed on more than two, we will contact you to remove any proposals over the limit . UPDATED: You may only speak on one panel and one non-panel accepted session chosen from the CFP at KubeCon + CloudNativeCon North America 2020. (Note: Maintainer Track sessions are separate from CFP policies.) We will not select a submission that has already been presented elsewhere or at a previous KubeCon + CloudNativeCon. If your submission is very similar to a previous talk, please include information on how this version will be different. Specifically, if you gave a talk at KubeCon + CloudNativeCon in Europe, China, or North America 2019, please do not submit the same talk to North America 2020. It will automatically not be accepted to maintain content diversity. Consider the Following as You Write Your Proposal What do you expect the audience to gain from your presentation? Why should YOU be the one to give this talk? You have a unique story. Tell it. Be prepared to explain how this fits into the CNCF and overall Open Source Ecosystem. We definitely do not expect every presentation to have code snippets and technical deep-dives but here are two things that you should avoid when preparing your proposal because they are almost always rejected due to the fact that they take away from the integrity of our events, and are rarely well-received by conference attendees: Sales or marketing pitches Unlicensed or potentially closed-source technologies There are plenty of ways to give a presentation about projects and technologies without focusing on company-specific efforts. Remember the things to consider that we mentioned above when writing your proposal and think of ways to make it interesting for attendees while still letting you share your experiences, educate the community about an issue, or generate interest in a project. How to Submit Your Proposal We have done our best to make the submission process as simple as possible. Here is what you will need to prepare: 1. Choose a submission format (NEW formats!): Solo Presentation : 35-minute presentation, limited to 1 speaker Dual Presentation : 35-minute presentation, limited to 2 speakers AMA (Ask Me Anything): 35-minute, interview-like session, that takes place between an individual and the attendees or and individual and an interviewer asking questions, max of 2 participants (which includes the interviewer) Panel: 35 minutes of discussion amongst 3 to 5 speakers Tutorial: 90-minute, in-depth, hands-on presentation with 1–4 speakers Note: All submissions with 3–5 speakers are required to have at least one speaker that does not identify as a man and the speakers must not all be from the same company. 2. Choose which CNCF hosted software your presentation will be focused on ( Choose all that apply ): containerd (Graduated) CoreDNS (Graduated) Envoy (Graduated) Fluentd (Graduated) Helm ( Graduated ) Jaeger (Graduated) Kubernetes (Graduated) Prometheus (Graduated) TUF (Graduated) Vitess (Graduated) Argo (Incubating) CloudEvents (Incubating) CNI (Incubating) CRI-O (Incubating) Dragonfly (Incubating) etcd (Incubating) Falco (Incubating) gRPC (Incubating) Harbor (Incubating) Linkerd (Incubating) NATS (Incubating) Notary (Incubating) Open Policy Agent (Incubating) OpenTracing (Incubating) Rook (Incubating) TiKV (Incubating) Brigade (Sandbox) Buildpacks (Sandbox) ChubaoFS (Sandbox) Cortex (Sandbox) Flux (Sandbox) In-toto (Sandbox) KEDA (Sandbox) KubeEdge (Sandbox) KubeVirt (Sandbox) Longhorn (Sandbox) Network Service Mesh (Sandbox) OpenEBS (Sandbox) OpenMetrics (Sandbox) OpenTelementry (Sandbox) Service Mesh Interface (Sandbox) SPIFFE (Sandbox) SPIRE (Sandbox) Strimzi (Sandbox) Telepresence (Sandbox) Thanos (Sandbox) Virtual Kubelet (Sandbox) Volcano (Sandbox) 3. Choose a topic to narrow down the focus (NEW topics!): 101 (dedicated sessions for attendees who are new to the conference overall and/or beginners to the conference content, i.e. Kubernetes 101) Application & Development (includes Helm, Brigade, Telepresence, & Buildpacks) CI/CD (including Harbor, Dragonfly, & Flux) Community Customizing & Extending Kubernetes (including KubeVirt & Volcano) Machine Learning & Data Networking (includes CoreDNS, CNI, gRPC, NATS, KubeEdge, Network Service Mesh, & Strimzi) Observability (includes Fluentd, Prometheus, Jaeger, OpenTracing, OpenMetrics, Cortex, OpenTelemetry, & Thanos) Operations (including Argo) Performance Runtimes (includes containerd & CRI-O) Security, Identity & Policy (includes Notary, OPA, TUF, SPIFFE/SPIRE, and in-toto) Serverless (includes CloudEvents, Virtual Kubelet, & KEDA) Service Mesh (includes Envoy, Linkerd and Service Mesh Interface) Storage (includes Rook, Vitess, OpenEBS, Longhorn, & ChubaoFS) Note: If your presentation is a case study, please choose which topic it best associates with from the list above and then choose “yes” for the question that asks if your presentation is a case study within the form. Final tracks for the conference will be based on accepted submissions. 4. Provide a detailed and focused description with a max of 900 characters. This is what will be used on the online schedule if your talk is accepted. 5. Provide more in-depth information in the “ Benefits to the Ecosystem ” section. This is your opportunity to elaborate on your content and share any more details with the committee with a max of 1,500 characters. 6. Provide a biography for all speakers , including previous speaking experience. 7. Provide resources to enhance your proposal. These can be videos of you or your speakers presenting elsewhere, links to personal websites (including LinkedIn), links to your open source projects, or published books. 8. If you choose to submit a tutorial please explicitly mention what the audience will learn from or walk away with after attending your session. Additionally, please indicate what prerequisites (if any) are needed for the attendee to know prior to attending, and if any materials should be brought with them or downloaded ahead of time (i.e. must install software) prior to attending. Sample Submission Your session description will be the cornerstone of your proposal. This is your chance to *sell* your talk to the program committee, so do your best to highlight the problem/contribution/work that you are addressing in your presentation. The technical details are still important, but the relevance of what you are presenting will help the program committee during the selection process. This is the description that will be posted on the website schedule , so please ensure that it is in complete sentences (and not just bullet points), free of typos and that it is written in the third person (use your name instead of “I”). Example: OCI, CRI, ??: Making Sense of the Container Runtime Landscape in Kubernetes – You’ve probably heard about the OCI—a standardization effort to share a common definition for container runtime, image, and image distribution. Add to that the CRI (container runtime interface) in Kubernetes—designed to abstract the container runtime from the kubelet—and you may start to wonder what all these standards and interfaces mean for you in a Kubernetes world. As of this year, a long list of runtimes, including CNCF projects containerd and cri-o, all implement the CRI. But did you know there are quite a few others? The unique number of CRI combinations is growing, all of which use the common OCI definitions for runtime and image interoperability. But how would you decide which container runtime is right for you? Clearly each one has tradeoffs. This talk will help describe the current landscape and give you details on the why and how of each CRI implementation available today. Benefits to the Ecosystem This is your chance to elaborate. Tell us how the content of your presentation will help better the ecosystem or anything you wish to share with the co-chairs and program committee. We realize that this can be a difficult question to answer, but as with the description, the relevance of your presentation is just as important as the content. Max of 1,500 characters. Example: It is a repeating comment across the CNCF ecosystem that the number of choices for container runtime is confusing, especially for those who are newer to our ecosystem. Even for those who many have heard the names–Docker, containerd, cri-o–even they are curious as to the reasons why there are many varied runtimes available to implement the CRI interface for Kubernetes, and what is the history that brought us to this point. This talk helps bring clarity to the container runtime landscape, and especially shows the interesting work being done in additional isolation technologies like gVisor, AWS Firecracker, and Kata containers and why that may be of value to consider for certain security or workload constraints. In the end, especially as we have two major runtimes as CNCF projects, this talk hopefully brings a level of insight to practitioners, developers, and operators as to why clusters may choose various runtimes and how new features in Kubernetes like RuntimeClass are making it easier to support mixed clusters that can support the needs of workloads with different isolation features or requirements. Scoring Guidelines To help you further understand what is considered while the program committee and co-chairs are reviewing your proposal, please review the Scoring Guidelines and Best Practices page . 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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 # wsl Follow Hide Create Post Older #wsl posts 1 2 3 4 5 6 7 8 9 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu The Silent Database Conflict Divyanshu Soni Divyanshu Soni Divyanshu Soni Follow Jan 8 The Silent Database Conflict # postgres # docker # debugging # wsl 2 reactions Comments Add Comment 4 min read Tired of Juggling WSL Terminals? I Built a Simple GUI Manager with Python. ishikori ishikori ishikori Follow Aug 10 '25 Tired of Juggling WSL Terminals? I Built a Simple GUI Manager with Python. # python # wsl # windows # productivity Comments Add Comment 2 min read Configurando o WSL em menos de 15 minutos Jean Dias Jean Dias Jean Dias Follow Jun 17 '25 Configurando o WSL em menos de 15 minutos # wsl # linux # windows # environment Comments 1 comment 4 min read How to Make Claude Code Create Executables for Ubuntu and Windows in a WSL Environment CharmPic CharmPic CharmPic Follow Jul 4 '25 How to Make Claude Code Create Executables for Ubuntu and Windows in a WSL Environment # ai # wsl # cpp # tutorial 4 reactions Comments 2 comments 2 min read Setting Up Your Windows Development Environment Edition Elizabeth Ng'ang'a Elizabeth Ng'ang'a Elizabeth Ng'ang'a Follow Jun 24 '25 Setting Up Your Windows Development Environment Edition # windows # webdev # wsl # docker 3 reactions Comments 1 comment 3 min read Como resolvi o erro “REGDB_E_CLASSNOTREG” ao instalar o WSL no Windows 11 Everton Souza Everton Souza Everton Souza Follow Jun 17 '25 Como resolvi o erro “REGDB_E_CLASSNOTREG” ao instalar o WSL no Windows 11 # wsl # windows # desenvolvimento # linux Comments 1 comment 1 min read Setting up WSL Ubuntu on your Windows Machine (Laptops| PCs) IYAC TECHNOLOGIES IYAC TECHNOLOGIES IYAC TECHNOLOGIES Follow Apr 19 '25 Setting up WSL Ubuntu on your Windows Machine (Laptops| PCs) # wsl # devops # programming Comments Add Comment 3 min read Installing Bun on WSL2 with Homebrew 0xkoji 0xkoji 0xkoji Follow May 10 '25 Installing Bun on WSL2 with Homebrew # wsl # bunjs # ubuntu 1 reaction Comments Add Comment 1 min read WSL Troubleshooting Guide When You Can Not Access to WSL2 From Terminal 0xkoji 0xkoji 0xkoji Follow May 4 '25 WSL Troubleshooting Guide When You Can Not Access to WSL2 From Terminal # wsl # windows 1 reaction Comments Add Comment 2 min read Cara Install Ubuntu di macOS Seperti WSL (WSL-Style) Ryan Pazrin Ryan Pazrin Ryan Pazrin Follow Apr 14 '25 Cara Install Ubuntu di macOS Seperti WSL (WSL-Style) # ubuntu # macos # wsl # linux 2 reactions Comments 1 comment 2 min read How to Run Ubuntu on macOS Like WSL (WSL-Style Experience) Ryan Pazrin Ryan Pazrin Ryan Pazrin Follow Apr 14 '25 How to Run Ubuntu on macOS Like WSL (WSL-Style Experience) # ubuntu # macos # wsl # linux 3 reactions Comments Add Comment 2 min read WSL vs Oracle VirtualBox: Performance Comparison and Best Use Cases for Running Multiple Instances Aditya Pratap Bhuyan Aditya Pratap Bhuyan Aditya Pratap Bhuyan Follow Apr 7 '25 WSL vs Oracle VirtualBox: Performance Comparison and Best Use Cases for Running Multiple Instances # wsl # virtualization # oraclevirtualbox 2 reactions Comments Add Comment 6 min read Setting Up and Configuring NGINX on Ubuntu Emmanuel Mbah Emmanuel Mbah Emmanuel Mbah Follow Jan 30 '25 Setting Up and Configuring NGINX on Ubuntu # devops # hngtech # wsl # nginx Comments Add Comment 2 min read Using Windows SSH Agent in WSL2: A Complete Guide Andrew Johnson Andrew Johnson Andrew Johnson Follow Feb 23 '25 Using Windows SSH Agent in WSL2: A Complete Guide # wsl # windows # productivity # tutorial 5 reactions Comments Add Comment 5 min read Update WSL Ubuntu password Geeky Coder Geeky Coder Geeky Coder Follow Jan 9 '25 Update WSL Ubuntu password # wsl # windows # ubuntu Comments Add Comment 1 min read WSL2 tips and fixes Will Sheppard Will Sheppard Will Sheppard Follow Feb 4 '25 WSL2 tips and fixes # linux # windows # wsl Comments Add Comment 1 min read Building OpenCV 4.10.0 with GUI Support in WSL Eddie Gulay Eddie Gulay Eddie Gulay Follow Dec 29 '24 Building OpenCV 4.10.0 with GUI Support in WSL # opencv # wsl # ubuntu # make 3 reactions Comments Add Comment 3 min read Video: Install Ubuntu using WSL 2 03:03 Vigneshwaran Vijayakumar Vigneshwaran Vijayakumar Vigneshwaran Vijayakumar Follow for Winsides Dec 16 '24 Video: Install Ubuntu using WSL 2 # wsl # windows # ubuntu # linux Comments Add Comment 1 min read Install Zellij on WSL 0xkoji 0xkoji 0xkoji Follow Nov 27 '24 Install Zellij on WSL # wsl # zellij # windows # linux 4 reactions Comments Add Comment 1 min read Work from anywhere with VSCode Remote Tunnels dorinandreidragan dorinandreidragan dorinandreidragan Follow Nov 19 '24 Work from anywhere with VSCode Remote Tunnels # vscode # tunnels # wsl 5 reactions Comments 1 comment 5 min read SSL verification error at depth 2 - Zscaler | WSL Raul Jonatan Raul Jonatan Raul Jonatan Follow Oct 31 '24 SSL verification error at depth 2 - Zscaler | WSL # development # ubuntu # wsl 2 reactions Comments Add Comment 2 min read Accelerate 1-bit LLM Inference with BitNet on WSL2 (Ubuntu) 0xkoji 0xkoji 0xkoji Follow Oct 22 '24 Accelerate 1-bit LLM Inference with BitNet on WSL2 (Ubuntu) # ai # llm # wsl # ubuntu 10 reactions Comments Add Comment 4 min read Just start using WSL Loránd Márton Loránd Márton Loránd Márton Follow Oct 13 '24 Just start using WSL # wsl # windows # linux # development 2 reactions Comments 2 comments 2 min read Setup your laravel 11 in windows Dhenmark Arquiza Dhenmark Arquiza Dhenmark Arquiza Follow Sep 5 '24 Setup your laravel 11 in windows # webdev # laravel # wsl # windows Comments Add Comment 1 min read Install Ubuntu on WSL 2 Prabhat Shrestha Prabhat Shrestha Prabhat Shrestha Follow Sep 30 '24 Install Ubuntu on WSL 2 # wsl # wsl2 # powershell 20 reactions Comments Add Comment 2 min read loading... trending guides/resources The Silent Database Conflict 💎 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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https://www.linkedin.com/accessibility?trk=content_footer-accessibility | Accessibility Skip to main content Join now Sign in LinkedIn is a place where every member of the global workforce can find opportunity Whatever your goals, ideas, and abilities are, we’re here to help you succeed. No two LinkedIn members are the same—and it’s that diversity which makes our community so great. We’re on a journey to make accessibility and inclusive design part of our core principles, building accessibility from the ground up and testing our products with assistive technology to make sure that everyone can use LinkedIn to advance their professional goals. Our Disability Answer Desk Our teams are constantly working to improve the experience for all of LinkedIn’s products by adding new features and making changes to better serve all our members and customers. We’re always open to feedback and would love to hear from you as to how we can make our products even better. If you find an accessibility bug, want to submit a complaint, or have trouble using LinkedIn's products with assistive technology, contact us and we’ll reach out to help you through it. We also offer support through Be My Eyes , a free app that connects blind and low-vision people with volunteers for visual assistance through a live video call. If you’re a screen reader user, please visit the articles on the Screen Reader Support page in the Help Center. Accessibility @ LinkedIn As a Microsoft company, we've embraced digital inclusion, adopting the W3C (World Wide Web Consortium) WCAG (Web Content Accessibility Guidelines) V2.2 Level AA in the design and development of our products. As part of our commitment to accessibility we continuously audit our products—internally and through a third party—using assistive technology such as screen reading software (e.g., JAWS, NVDA, VoiceOver and TalkBack). LinkedIn is committed to meeting accessibility regulations around the world, including the European Accessibility Act. Accessibility conformance reports for LinkedIn Learning, which is in scope for the EAA, can be found here . Read more about our Accessibility journey LinkedIn's Latest Accessibility Integration Helps All Members Access Content More Easily by Erran Berger, VP of Product Engineering Making Learning More Accessible by Dan Brodnitz, Global Head of Content Strategy Disparities in Employment Outcomes in the US for Individuals with Disabilities by Matthew Baird, Senior Staff Economist Unlock the potential of Dyslexic Thinking by In the Loop Driving a More Equitable Workforce with Enhanced A11Y Tools and Resources by Erran Berger, VP of Product Engineering Celebrating National Disability Employment Awareness Month at LinkedIn with New Features and Important Conversations by Amyn Thawer, VP of Global Compliance & Integrity Our Journey to Make LinkedIn More Inclusive and Accessible by Melissa Selcher, Chief Marketing and Communications Officer Want even more info? We have policies and conformance documentation to help explain our commitment and the current state of our products. Policies: Accessibility Policy for Employees in Ontario Conformance reports: Need a Section 508, WCAG, or EN 301 549 conformance report about one of our products? All of them are available through LinkedIn's Accessibility Report Center . 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 | 2026-01-13T08:48:26 |
https://stackoverflow.blog/vibe-coding/ | vibe 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. vibe coding Related Tags AI ai coding ai assistant AI agents Subscribe to the podcast Get The Stack Overflow Podcast at your favorite listening service. Apple Podcasts Overcast Overcast Pocket Casts Spotify RSS feed January 13, 2026 Vibe code anything in a Hanselminute Ryan welcomes back the mighty Scott Hanselman, VP of Developer Community at Microsoft, for a crossover episode about all things vibe coding. Phoebe Sajor 0 comment s The Stack Overflow Podcast vibe coding AI ai coding agentic AI January 2, 2026 A new worst coder has entered the chat: vibe coding without code knowledge In the age of AI, being able to make applications and create code has never been easier. But is it any good? Here's what vibe coding is like for someone without technical skills. Phoebe Sajor 27 comment s vibe coding ai coding generative AI worst coder in the world November 21, 2025 Only you can stop AI database drops Ryan is joined by David Hsu, CEO and founder of Retool, to explore how AI is transforming the role of a software developer into a software architect, the increasing accessibility of coding for non-engineers, and the importance of placing guardrails and higher-level programming primitives on AI coding assistants. Phoebe Sajor 1 comment The Stack Overflow Podcast data primitives AI vibe coding ai coding ai assistant AI agents security software architecture October 31, 2025 Vibe coding needs a spec, too Ryan talks with Deepak Singh, VP of Developer Agents and Experiences at AWS and lead at Kiro, about spec-driven development in a vibe coding world. They explore how AI tools have evolved from autocomplete to sophisticated agents that can write code based off of just specs, and how AWS has pioneered spec-driven development through their Kiro agent. Phoebe Sajor 0 comment s The Stack Overflow Podcast vibe coding software architecture technical specs AI ai coding ai assistant artificial intelligence AI agents August 5, 2025 Being unambiguous in what you want: the software engineer in a vibe coding world Quinn Slack, CEO and co-founder of Sourcegraph, joins the show to dive into the implications of AI coding tools on the software engineering lifecycle. They explore how AI tools are transforming the work of developers from syntax-focused tasks to higher-level design and management roles and how AI will integrate into enterprise environments. Phoebe Sajor 0 comment s vibe coding The Stack Overflow Podcast AI ai assistant agentic AI AI agents June 25, 2025 You've vibe coded an app. Now what? On this episode, Ryan chats with Vish Abrams, chief architect at Heroku, about all the work that needs to be done after you’ve vibe coded your dream app. Ryan Donovan 6 comment s Sponsored vibe coding AI infrastructure management Partner Content The Stack Overflow Podcast 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 | 2026-01-13T08:48:26 |
https://dev.to/t/programming/page/78#main-content | Programming Page 78 - 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 Programming Follow Hide The magic behind computers. 💻 🪄 Create Post Older #programming posts 75 76 77 78 79 80 81 82 83 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu How I Connected Claude Desktop to Notion using MCP (Open Source & Cloud-Hosted) Piskun Lab Piskun Lab Piskun Lab Follow Dec 15 '25 How I Connected Claude Desktop to Notion using MCP (Open Source & Cloud-Hosted) # programming # mcp # ai # tutorial 2 reactions Comments Add Comment 2 min read Testability vs. Automatability: Why Most Automation Efforts Fail Before They Begin tanvi Mittal tanvi Mittal tanvi Mittal Follow for AI and QA Leaders Dec 18 '25 Testability vs. Automatability: Why Most Automation Efforts Fail Before They Begin # webdev # ai # programming # testing 5 reactions Comments Add Comment 3 min read Coding Without Pressure: How Slowing Down Helped Me Learn Faster Hadil Ben Abdallah Hadil Ben Abdallah Hadil Ben Abdallah Follow Dec 25 '25 Coding Without Pressure: How Slowing Down Helped Me Learn Faster # webdev # productivity # programming # codenewbie 244 reactions Comments 83 comments 3 min read This Open-Source LLM Gateway is 54x Faster Than LiteLLM (Here's Why) Debby McKinney Debby McKinney Debby McKinney Follow Jan 8 This Open-Source LLM Gateway is 54x Faster Than LiteLLM (Here's Why) # opensource # ai # programming # chatgpt 11 reactions Comments 1 comment 5 min read Mock Data API That Actually Understands Foreign Keys Divan Divan Divan Follow Dec 15 '25 Mock Data API That Actually Understands Foreign Keys # webdev # programming # api # sideprojects Comments Add Comment 4 min read Common Mistakes Beginners Make in JavaScript (I Made Them Too) Md Akash Mia Md Akash Mia Md Akash Mia Follow Dec 21 '25 Common Mistakes Beginners Make in JavaScript (I Made Them Too) # webdev # programming # javascript # php Comments Add Comment 1 min read What Makes a Good Browser-Based Platformer? Lessons from Modern HTML5 Games gamh5games gamh5games gamh5games Follow Dec 15 '25 What Makes a Good Browser-Based Platformer? Lessons from Modern HTML5 Games # webdev # programming # ai # javascript 5 reactions Comments 1 comment 2 min read React in Crisis? Why the "React2Shell" Vulnerability Has Developers Scrambling (and What It Means for Your App) Amol Yadav Amol Yadav Amol Yadav Follow Dec 15 '25 React in Crisis? Why the "React2Shell" Vulnerability Has Developers Scrambling (and What It Means for Your App) # react # devbugsmash # webdev # programming Comments Add Comment 2 min read I Stopped Chasing New Frameworks. My Code Got Better Gelo Gelo Gelo Follow Jan 5 I Stopped Chasing New Frameworks. My Code Got Better # programming # learning # career # softwaredevelopment 27 reactions Comments 1 comment 2 min read Code Smell 316 - Nitpicking Maxi Contieri Maxi Contieri Maxi Contieri Follow Dec 16 '25 Code Smell 316 - Nitpicking # webdev # programming # beginners # tutorial 1 reaction Comments Add Comment 8 min read The "Tutorial Gap": What I Learned Moving from Sample Datasets to Real-World AI Aditya Mishra Aditya Mishra Aditya Mishra Follow Dec 29 '25 The "Tutorial Gap": What I Learned Moving from Sample Datasets to Real-World AI # webdev # programming # ai # javascript Comments Add Comment 1 min read 7 Essential Tools to Supercharge Your Python Development Workflow James Miller James Miller James Miller Follow Dec 16 '25 7 Essential Tools to Supercharge Your Python Development Workflow # python # tooling # programming # webdev Comments Add Comment 5 min read Cracking the Code: AI Data Storage in Depth Malik Abualzait Malik Abualzait Malik Abualzait Follow Dec 16 '25 Cracking the Code: AI Data Storage in Depth # ai # tech # programming # tutorial Comments Add Comment 3 min read "ElysiaJS" for AI Agents? New SDK for Bun Acauã Rangel Acauã Rangel Acauã Rangel Follow Dec 15 '25 "ElysiaJS" for AI Agents? New SDK for Bun # ai # bunjs # agents # programming Comments Add Comment 1 min read Day 69: Python Conway's Game of Life - Simulate One Step of Cellular Automata with Neighbor Scanning Magic Shahrouz Nikseresht Shahrouz Nikseresht Shahrouz Nikseresht Follow Dec 19 '25 Day 69: Python Conway's Game of Life - Simulate One Step of Cellular Automata with Neighbor Scanning Magic # challenge # python # algorithms # programming 1 reaction Comments Add Comment 3 min read The Hydra Encoding-Decoding Toolbox zayan zakir zayan zakir zayan zakir Follow Dec 16 '25 The Hydra Encoding-Decoding Toolbox # webdev # programming # ai # javascript Comments Add Comment 2 min read C Programming Tutorial for Beginners | Learn C from Scratch Code Practice Code Practice Code Practice Follow Dec 30 '25 C Programming Tutorial for Beginners | Learn C from Scratch # c # coding # programming # computerscience Comments Add Comment 4 min read About the author: This blog was written by a Python enthusiast who started their coding journey just like you. Connect w… Kavi Kr Kavi Kr Kavi Kr Follow Dec 16 '25 About the author: This blog was written by a Python enthusiast who started their coding journey just like you. Connect w… # beginners # programming # python Comments Add Comment 1 min read Optimizing JSON for LLMs Matt Lewandowski Matt Lewandowski Matt Lewandowski Follow Jan 8 Optimizing JSON for LLMs # webdev # programming # ai # beginners 66 reactions Comments 7 comments 6 min read Five Projects, Carefully Unhinged and Fully Deployed TROJAN TROJAN TROJAN Follow Jan 3 Five Projects, Carefully Unhinged and Fully Deployed # webdev # programming # ai # hireme 26 reactions Comments 17 comments 1 min read 🎀 The 80/20 Rule of Learning Programming TheBitForge TheBitForge TheBitForge Follow Jan 6 🎀 The 80/20 Rule of Learning Programming # webdev # programming # javascript # react 45 reactions Comments 2 comments 42 min read WebSocket Mock Server with a Beautiful Terminal UI abidibo abidibo abidibo Follow Jan 8 WebSocket Mock Server with a Beautiful Terminal UI # node # programming # typescript # webdev Comments Add Comment 5 min read How I Ship Features 10x Faster Than Most Developers (And Why Speed Is My Only Competitive Advantage) Angelo Asante Angelo Asante Angelo Asante Follow Dec 15 '25 How I Ship Features 10x Faster Than Most Developers (And Why Speed Is My Only Competitive Advantage) # webdev # programming # ai # beginners 5 reactions Comments Add Comment 10 min read Looking for Collaborators & Feedback: Building a Free, Accessible HRT Journey Tracker for the Trans Community codebunny20 codebunny20 codebunny20 Follow Jan 5 Looking for Collaborators & Feedback: Building a Free, Accessible HRT Journey Tracker for the Trans Community # programming # beginners # python # learning Comments Add Comment 2 min read Mastering Unix Domain Sockets in Go: Fast, Local IPC for Your Apps Jones Charles Jones Charles Jones Charles Follow Dec 16 '25 Mastering Unix Domain Sockets in Go: Fast, Local IPC for Your Apps # go # webdev # programming # networking Comments Add Comment 7 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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https://events.linuxfoundation.org/archive/2020/kubecon-cloudnativecon-north-america/attend/diversity-scholarships/ | Scholarships | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Scholarships Cloud Native Computing Foundation’s scholarship program for KubeCon + CloudNativeCon North America 2020 – Virtual exists to support individuals who may not otherwise have the opportunity to attend in two categories: Diversity Scholarship Cloud Native Computing Foundation’s diversity scholarship program provides support to those from traditionally underrepresented and/or marginalized groups in the technology and/or open source communities (including, but not limited to: persons identifying as LGBTQIA, women, persons of color, and/or persons with disabilities) who may not otherwise have the opportunity to attend CNCF events for financial reasons. Need-Based Scholarship Cloud Native Computing Foundation’s support for active community members who are not being assisted or sponsored by a company or organization, and are unable to attend for financial reasons. Scholarship Applications Due: Sunday, November 1, 2020 (11:59PM Pacific Time) All Applicants Will be Notified within 14 business days of submitting their application. Or no later than Friday, November 6, 2020 Thank you to our Scholarship Sponsors! Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Schedule Interactive Sessions Co-Located Events Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:26 |
https://stackoverflow.blog/2026/01/01/documents-the-architect-s-programming-language/ | Documents: The architect’s programming language - 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. January 1, 2026 Documents: The architect’s programming language Senior developers know how to deploy code to systems made of code. Architects know how to deploy ideas to systems made of people. Credit: Alexandra Francis [Ed. note: While we take some time to rest up over the holidays and prepare for next year, we are re-publishing our top ten posts for the year. Please enjoy our favorite work this year and we’ll see you in 2026.] From junior developer to senior/principal, career paths are typically straightforward. The better you get at coding, and at the technical and non-technical skills that enable you to code more effectively, the faster you’ll advance. But once you hit senior, there’s a major fork in the road. Many developers take the management track. It’s a great way to expand your influence and move up the ladder. But one downside is you’ll inevitably spend less time programming—a lot of engineering managers don’t get time to code at all—and if you’re like me, that’s a deal breaker. The time you used to spend heads-down, translating tricky processes into beautiful abstractions, will instead be spent in meetings, removing roadblocks for your team, mediating disagreements, and checking boxes for HR. It’s challenging and important work, but it’s very different. The other common option is the architect track. This lets you stay knee-deep in code while increasing your impact and leveraging your tenure. At many companies, the architect track has similar compensation and job title advancement opportunities to the management track, and either one can lead to a C-suite role (like CTO). But the architect track may seem poorly-defined by comparison. When you move into people management, your day-to-day work changes completely. Your schedule changes, your team structure changes—your work output is measured in a totally different way. But being an architect looks a lot like being a senior developer: writing code in an IDE, reviewing pull requests, talking about things like deployment pipelines and data structures. So what makes an architect different? Or in other words, if you want to prove you’re ready for an architect role , how do you do it? What is an architect? It’s not just about being knowledgeable or smart. That’s how you got to where you are. And it’s not just about shipping resilient and well-designed systems, though that’s important too. In my opinion, the difference comes down to one main thing: Senior developers know how to deploy code to systems made of code. Architects know how to deploy ideas to systems made of people. This may sound like an empty metaphor. I promise it isn’t. To clarify: I don’t just mean that architects are good communicators or that they work well with others, though both things matter. Nor is this my flowery way of saying soft skills are important, though they are. I mean that an architect knows effective, repeatable processes for organizing and deploying ideas , above and beyond the processes that organize and deploy machines and applications. They know there are limits to what you can achieve with a code push; the most important issues require input, collaboration, and consensus from people with different perspectives and job titles. In other words, most engineers at most companies can’t kick off a multi-month project, rewrite a web service, or choose the programming language for a new product without buy-in from multiple other developers and leaders. The biggest bottlenecks in the software lifecycle have nothing to do with code. They’re people problems: communication, persuasion, decision-making. So in order to make an impact, architects have to consistently make those things happen, sprint after sprint, quarter after quarter. How do you reliably get the right people in the right place, at the right time, talking about the right things? Is there a transfer protocol or infrastructure-as-code tool that works on human beings? As it happens, yes. There are several tools, actually: Confluence, Google Docs, Notion, XWiki, BookStack…you get the idea. If you can write bullet points and link between documents, you can deploy ideas. The most effective way to get something done in most organizations is to write a document, share it with the people most likely to care, and listen to their feedback. A lot of programmers don’t feel confident in their writing skills, though. It’s hard to switch from something you’re experienced at, where quality speaks for itself (programming) to something you’re unfamiliar with, where quality depends on the reader’s judgment (writing). So what follows is a crash course: just enough information to help you confidently write good (even great) documents, no matter who you are. You don’t have to have an English degree, or know how to spell “idempotent,” or even write in your native language. You just have to learn a few techniques. Principles of good documents This is my manifesto on documentation. > As a documentation geek, I’ve come to value: > JOTTING THINGS DOWN over worrying about how to structure them > A CULTURE OF DOCUMENTATION over box-checking behavior > THINKING ABOUT WHAT’S RELEVANT over using a template > POINT-IN-TIME DOCUMENTATION over constant updates This is intentionally similar to the Agile manifesto. The items on the right have value, but the ones on the left are more important. I’ll go into greater detail on some of these points later on, including ideas about how to structure different types of documents, but keep in mind the first and third points: it’s better to write down what you know than to get stuck figuring out the right format. And the format doesn’t even need to be the same from one document to the next. Focus on what works for the information you’re presenting right now, not what’s worked before. How to write a document Even if you don’t have a lot of practice with technical writing, you can still write excellent documentation. There’s one simple yet ridiculously effective hack that will improve practically any document you write: bullet points . Bullet points are magical. They put you in a mindset of completeness and structure, rather than sentence flow and style. People reading a technical document are trying to find information quickly—in fact, one of the best metrics for documentation is how fast people stop reading it. If they find what they need in ten seconds and leave, that’s a win. And since bullet points tend to be information-dense and easy to skim, they’re the perfect tool for the job. Here are the last two paragraphs as bullet points: Bullet points are good for technical writing Help you focus on completeness and structure Don’t require as much writing skill Make documents easier to skim That’s almost 100% of the same information in 25% of the page space. It was easier to write, too. That’s why bullet points are an architect’s best friend. The second most valuable technique you can use is headers . Unless your information can be expressed in very few bullet points, it’s worth breaking it into sections with meaningful titles. For example, most of the documents I write start with a “Context” section. Its purpose is to provide information and links about the history, business domain, or predetermined constraints of a topic. You might know all that information offhand, since you’re actively working on it from day to day, but other readers will appreciate the memory jog. And in a year when you refer back to your own document, you’ll appreciate it too. Of course, people who already have a deep understanding of the topic at hand can skim or skip the Context section. That’s the great thing about headers: they make it even easier for someone to find whatever tidbit of information they’re looking for and ignore whatever they aren’t. (If you’ve got more than a handful of headers and want to optimize even further, a linked table of contents is a great addition.) If you don’t know what headers to use at first, just write bullet points in whatever order comes to mind. Then organize them into logical groups and label them. This isn’t so different from programming: you might write a 200-line method as a first draft, but once you’ve got it working, you usually refactor by breaking it into steps and extracting common patterns into functions. The main thing you want to avoid is a giant wall of text. Often the people whose attention your document needs most are the people with the most demands on their time. If you send them a four-page essay, there’s a good chance they’ll never have the time to get through it. A well-organized set of bullet points, on the other hand, makes it possible for them to scroll through, glean the information they need, and respond whenever they have a minute to spare. What to do with your document Once you’ve got all the necessary information written down, consider doing a sanity check. Send it to someone you work closely with and ask them to point out anything that seems wrong or doesn’t make sense. Then use their feedback to clarify, reorganize, or rephrase. Keep in mind that most documents are more like one-off Bash scripts than living SaaS applications. Once a document has done its job, you probably won’t ever update it again. As an architect, you can easily write a hundred documents a year; you definitely don’t have time to maintain them all. This has two implications. First, you should make sure each document is good enough to be useful later, even as it gradually goes obsolete. It’s worth putting in some extra effort now so you can forget about it until it comes up again. Second, you should make it easy to tell when the document was originally written, and conversely, easy to find documents that were written around the same time. Point-in-time documentation is a lot more useful when it’s obvious how out-of-date it is. My approach to this may seem counterintuitive. Most people start out organizing documents according to topic: one folder for this feature, another folder for that one. But this leads to having a bunch of apparently-equal folders that aren’t all equally valuable. Some of them are full of recent, highly-relevant documents; others don’t have any documentation from the last five years; still others have a mix of new and old documents, some of which directly contradict each other, and it’s not immediately clear what order they should be in. So instead, I organize nearly all documents chronologically: by year and then by sprint. This helps keep the timeline visible. For example, in Confluence, I create a “space” (which other tools may call a “workspace,” “wiki,” or “book”) for each team or product—some high-level logical separation is useful—but within each space, the folder structure looks something like this: 📄 Overview 📄 Architecture 📁 2025 📁 Jan 1 Sprint 📄 Proposal: SSO login 📄 APP-132 Research on user sessions 📁 Jan 15 Sprint 📄 APP-135 Allow SSO login for configured clients 📁 Feb 2 Sprint 📄 Problems with SSO login and user roles 📄 Dev forecast: escalating role-permission complexity Note that for a small number of high-level documents, continuous maintenance makes sense. If someone’s curious about the product in general, it’s good to have an up-to-date landing page and maybe an architecture diagram. But most documents have a shelf life: they’ll get less and less relevant as time goes on. You might ask, “Isn’t this the opposite of how people think? I’m usually looking for docs about a specific project or feature, not about what happened in March of 2020.” My answer is, “There’s a search box for that.” Organizing documents by topic is like categorizing jelly beans: no two people can agree on the right way to do it. That means every time you write a document you’ll waste time trying to figure out where it belongs, and every time you go looking for a document you’ll waste time browsing the wrong folder before you find the right one. It’s like organizing CSS properties logically instead of alphabetically: it might feel good to have `left` and `top` on adjacent lines, but it doesn’t actually accomplish anything. For CSS, alphabetical order is faster, simpler, and always good enough. For documents, chronological order wins for the same reasons. Besides, searching is usually the right move anyway. Browsing is good for discovering what documents exist, but if you’re looking for specific information it’s too easy to overlook documents that have info you need, but whose titles don’t immediately seem relevant. Searching, on the other hand, is fast and turns up everything that matches your search terms. A chronological approach to organization practically forces people to search, which is what they should do. And when they click a search result, they’ll get immediate context about when it was written and what other things were happening at the same time. Once you’ve got your document peer-reviewed and published, the last step is to grab the link and spread it around. If it overrides or extends another document, update that document with the link. If it’s attached to an issue-tracking ticket, add it there too. And finally, send it to the people whose feedback, approval, or consensus you need. Appendix: High-impact document types Following are a few of the most effective types of documents for engineering organizations. The architecture overview Purpose: To help others quickly get up to speed on the structure and design of a system. Audience: All stakeholders in a system: managers, developers, operations engineers, product owners, etc. When to write one: Before you build a new system or restructure an existing one. Also useful when any existing system proves difficult to understand. Content: Describes the major components of a system (databases, applications, cloud services, load balancers, etc.) and how they communicate with each other. May also describe internal components, like data models and classes, though you should avoid excessive detail. Structure: May be a diagram with symbols such as cylinders, boxes, and arrows, a multi-page document with sections and subsections, or just a list of nested bullet points. Common formats include arc42 and C4 . How it orchestrates ideas: An up-to-date architecture overview, or even a somewhat outdated one, can help contributors form a mental model of a system so they can build on, troubleshoot, and reason about it. It also helps leaders and ops engineers understand how to deliver it, what it costs, and how it interacts with existing systems, which is essential to getting it approved in the first place. Tips: Remember, jotting things down is more important than worrying about how to structure them. Don’t stress about following a strict format or using all the right symbols (unless you want to). An imperfect architecture document that exists is better than a perfect one that doesn’t. The dev design Purpose: To get feedback on code you intend to write; to help you surface unknowns and complications before you write a bunch of half-baked code that ends up getting thrown away. Audience: Other developers on your team; future developers who want to understand the evolution of a system. When to write one: Before you start working on any non-trivial coding task. Can also be written after you’ve started working on something that seemed trivial, but is turning out to be more complicated. Content: The level of detail is up to you. Don’t spell out anything obvious or mundane, but include enough information that other developers can call out incorrect assumptions and recommend existing logic/patterns that you might not have been aware of. Structure: A list of steps that will be followed. For example, class A will be modified by adding a method that does X, class B will be created to contain data about Y, a database migration will be created that does Z, and so on. You can also include an Open Questions section with anything that needs to be addressed before you can get started, or an Alternative Approaches section with different implementations you’d like your teammates to weigh in on. How it orchestrates ideas: Dev designs help developers share knowledge and preserve the core patterns and abstractions of a system. They also create a permanent record of how a system came to be the way it is. If your team doesn’t do pair/mob programming, dev designs can give you many of the same benefits while also helping future contributors learn the system. Tips: This sounds false, but it’s true: the more documentation you write, the less code you have to write. Documentation can help you avoid the types of misunderstandings, incorrect assumptions, and design mistakes that lead to PR back-and-forth and rewrites. It can also help you avoid sinking a lot of time into exploratory coding that won’t lead anywhere. The project proposal Purpose: To communicate the value and cost of a project so time and money can be allocated to it. Audience: Leaders and product owners. When to write one: When planning meetings are on the horizon, or whenever you see an opportunity to meaningfully improve or expand the company’s products and systems. Content: Summarizes everything a leader needs to know to evaluate one project’s priority versus another. Why is it important? Who will it affect? How long will it take? And so on. Structure: A few clearly-labeled sections like Context, Problem to be Solved, Proposed Solution, User Impact, and Estimated Engineering Effort. How it orchestrates ideas: Project proposals are how big, impactful, months-long undertakings are born. They set the roadmap for entire teams. Tips: Make your proposal easy to say “yes” to by making it understandable for both technical and non-technical stakeholders. Remember that other people aren’t thinking about what you’re doing all the time, so you need more context than you think. Consider doing some research beforehand, whether that’s data mining to determine how many users would be affected, asking around to find out how frustrating the problem really is, or reading up on how other teams and companies have approached similar projects. The developer forecast Purpose: To raise the possibility of worse-than-expected outcomes, especially ones that your experience makes you uniquely qualified to foresee, then suggest ways to respond to them. Audience: The stakeholders of a business decision. When to write one: When a decision is made that, for you as an engineer, feels risky or likely to disappoint. Content: Start by summarizing why the decision was made and what goals the decisionmakers hoped to achieve. Explain the factors leading you to believe negative outcomes are likely. Describe what those outcomes are. Then suggest ways to mitigate them, even if the decision ultimately doesn’t change. Structure: A well-organized document with sections like Decision, Motivations, Issues, Likely Outcomes, and Solutions. How it orchestrates ideas: A developer forecast helps you share your professional foresight and get people thinking about the pitfalls of a plan. It also prepares the organization to respond quickly and adeptly when something goes wrong, instead of repeatedly painting over the problem. When and if a plan starts to fail, your forecast can become a North Star of sorts, demonstrating the growing contrast between expectations and outcomes. Tips: Maintain a neutral tone so you don’t sound like a doom-and-gloomer. Consider multiple possibilities and don’t try to turn the whole ship around; just point at the iceberg and suggest ways to handle it. The technology menu Purpose: To reduce decision-making time when spinning up a new application. Audience: A development team or organization. When to write one: When you’re planning a project and there are differing opinions about what technologies to use. Content: For a given type of technology (programming languages, runtimes, frameworks, platforms, etc.), focus on the options you and your colleagues favor most. Compare the strengths of each: How familiar is your organization with it (not just building with it, but deploying and maintaining it)? Is it easy to hire developers that know and like it? Does it have a healthy open-source ecosystem and good documentation? How quickly can the average dev go from zero to a useful application with it? Does it encourage standards, structures, and patterns that are recognizable across codebases? Is it performant when it needs to be? Once you’ve got a well-rounded picture of the technical and non-technical pros and cons, make recommendations for when to use each. One might be your default for web services, another for serverless functions, yet another for prototypes and internal apps. Structure: A comparison chart followed by clear recommendations for a few different situations. How it orchestrates ideas: The technology menu helps create a consensus about how things are built, freeing developers to spin up useful tech without getting bogged down in this-versus-that debates. It can also challenge company defaults that have survived by virtue of tradition rather than suitability or popularity. Tips: Try to avoid championing your personal preferences. If you’re the one writing the menu, take it through a few rounds of feedback with developers who have worked with different technologies. Give their opinions as much weight as your own; it’s more important to get the team on the same page than to choose the absolute “best” technology. The problem statement Purpose: To quickly reach consensus about how to solve or work around a problem. Audience: Stakeholders in a project. When to write one: Whenever you encounter a problem with no obvious solution and you need the organization to make a clear decision about it. Content: Explain the nature of the problem in simple terms. If it has a clear business impact, describe (or estimate) the scope and severity. Most problems involve two or more constraints that can’t be satisfied at the same time; if that’s the case here, make it very clear what those constraints are and why they contradict. Then present a few possible ways to move forward, summarizing the pros and cons of each. Structure: Sections like Context, Problem, Impact, Constraints, and Possible Solutions. How it orchestrates ideas: A well-written problem statement makes it possible for anyone, regardless of role, to understand the nature of a problem and why it matters, then weigh in on their preferred solution. It also leaves a permanent record of the conversation so you can refer back to it—the bigger a problem is, the more likely it will reappear or be rehashed later. Tips: Don’t skip the last section, even if none of the solutions that come to mind seem particularly good. Any engineer can find problems, but an architect’s job is to find solutions. If nothing else, presenting a few bad ideas can pave the way for someone to suggest a good one. The postmortem Purpose: To keep catastrophic problems from recurring. Audience: Anyone with an interest in a recent outage, failure, or high-priority bug. When to write one: When a technological problem has had an abnormal impact. Most bugs don’t need a postmortem, but if there’s a major disruption to the flow of business—like an on-call developer getting paged or customers calling in to complain—it’s probably time to take things a step further. Content: Describe, in a blameless way, the apparent problem and how it came to your attention. Include links to any related conversations, pull requests, and issue-tracking tickets. Add details about who was affected, how long the problem took to resolve, and what was done to try to mitigate it in the meantime. Conclude by explaining the root causes of the problem, then recommending ways to prevent it from happening again. Structure: Sections like Context, Problem, Impact, Timeline, Root Causes, and Recommended Process Changes. How it orchestrates ideas: Postmortems help organizations move from the fear and anxiety of “this can never happen again” to the confidence and security of “we’ll make sure of it.” When used correctly, they also help shift culture away from individual blame, toward organizational competence and automatic safeguards. Tips: Postmortems are opportunities to take accountability for your mistakes, but they’re not exercises in self-flagellation. Everyone has bad days and makes mistakes. The purpose of an organization is to create resilience above and beyond what any one person can offer. Acknowledge the role you played, but keep your focus on what the organization as a whole can do better. Author s Isaac Lyman architecture documentation Recent articles January 12, 2026 Now everyone can chat on Stack Overflow January 5, 2026 What’s new at Stack Overflow: January 2026 January 2, 2026 A new worst coder has entered the chat: vibe coding without code knowledge December 31, 2025 A look under the hood: How (and why) we built Question Assistant Latest Podcast January 13, 2026 Vibe code anything in a Hanselminute Add to the discussion Login with your stackoverflow.com account to take part in the discussion. 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Right menu INSTALAR K8S EN DEBIAN 13 Robert Orozco Robert Orozco Robert Orozco Follow Jan 9 INSTALAR K8S EN DEBIAN 13 # kubernetes # debian # k8s # linux Comments Add Comment 2 min read Advanced Bash Scripting for DevOps Automation (With Copy‑Pasteable Examples) Sajja Sudhakararao Sajja Sudhakararao Sajja Sudhakararao Follow Jan 9 Advanced Bash Scripting for DevOps Automation (With Copy‑Pasteable Examples) # devops # bash # linux # automation Comments Add Comment 3 min read 🐧 Linux Process Management: Deep Dive Shivakumar Shivakumar Shivakumar Follow Jan 9 🐧 Linux Process Management: Deep Dive # devops # interview # linux # tutorial Comments Add Comment 4 min read How to Change Operating System in a Virtual Machine Savya Maan Savya Maan Savya Maan Follow Jan 8 How to Change Operating System in a Virtual Machine # cloud # linux # tutorial Comments Add Comment 9 min read Windows vs Linux - Which Operating System Should You Choose? 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HABIBULLAH SHARIF Follow Jan 10 The Complete Windows to Linux Migration Guide # windowstolinux # beginners # linux # techguide 4 reactions Comments 5 comments 11 min read How to Use UFW (Uncomplicated Firewall) Fega Suseno Fega Suseno Fega Suseno Follow Jan 7 How to Use UFW (Uncomplicated Firewall) # ubuntu # linux # devops # firewal Comments Add Comment 1 min read 🪣 Thin Provisioning in LVM – Complete Step by Step Tutorial Usama Tanoli Usama Tanoli Usama Tanoli Follow Jan 6 🪣 Thin Provisioning in LVM – Complete Step by Step Tutorial # beginners # devops # linux # tutorial Comments Add Comment 4 min read Simulated and monitored DDoS attacks Write up research Alem Djokovic Alem Djokovic Alem Djokovic Follow Jan 6 Simulated and monitored DDoS attacks Write up research # cybersecurity # linux # monitoring # networking Comments Add Comment 20 min read aliasctl - Modern Bash Alias Manager with Beautiful UI ITpraktika.com ITpraktika.com ITpraktika.com Follow Jan 5 aliasctl - Modern Bash Alias Manager with Beautiful UI # bash # linux # terminal # productivity Comments Add Comment 4 min read Mastering Text Manipulation: A Developer's Guide to Regex, Grep, Sed, and Awk Mobin Valadi Mobin Valadi Mobin Valadi Follow for Kurdistan Linux Lab | تاقیگەی لینوکسی کوردستان Jan 4 Mastering Text Manipulation: A Developer's Guide to Regex, Grep, Sed, and Awk # linux # kurd # kurdistan # developer Comments Add Comment 5 min read Mastering the Command Line: A Developer's Deep Dive into Shell Wildcards (Globbing) Mobin Valadi Mobin Valadi Mobin Valadi Follow for Kurdistan Linux Lab | تاقیگەی لینوکسی کوردستان Jan 4 Mastering the Command Line: A Developer's Deep Dive into Shell Wildcards (Globbing) # linux # kurd # kurdistan # developer Comments Add Comment 9 min read Environment variables not working with CRON? 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https://events.linuxfoundation.org/openapi-asc/program/cfp/#co-chairs | Call For Proposals (CFP) | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Call For Proposals (CFP) Skip to page section Overview General Info + Dates to Remember Program Co-Chairs Requirements + Considerations How to Submit Your Proposal Sample Submission Code of Conduct CFP Questions? Overview The KubeCon + CloudNativeCon North America 2020 Call for Proposals (CFP) is now closed . For any questions regarding the CFP process, please email cfp@cncf.io . General Info + Dates to Remember KubeCon + CloudNativeCon brings together adopters, developers, and practitioners to collaborate face-to-face. Engage with the leaders of Kubernetes, Prometheus, and other CNCF-hosted projects as we set the direction for the cloud native ecosystem. Dates to Remember CFP Opens: Wednesday, April 22, 2020 CFP Closes: 11:59pm Pacific Daylight Time (PDT), Sunday, July 12, 2020 CFP Notifications: Tuesday, September 29, 2020 Schedule Announcement: Thursday, October 1, 2020 Event Dates: Tuesday, November 17 – Friday, November 20 Reminder: This is a community conference — so no product and/or vendor sales pitches. First Time Submitting? Don’t Feel Intimidated CNCF events are an excellent way to get to know the community and share your ideas and the work that you are doing. You do not need to be a chief architect or long-time industry pundit to submit a proposal, in fact, we strongly encourage first-time speakers to submit talks for all of our events. Our events are working conferences intended for professional networking and collaboration in the CNCF community and we work closely with our attendees, sponsors and speakers to help keep CNCF events professional, welcoming, and friendly. If you have any questions on how to submit a proposal or the event in general, please contact cfp@cncf.io . Program Co-Chairs Constance Caramanolis Constance is a principal software engineer at Splunk, formerly Omnition, contributing to OpenTelemetry. Previous to Omnition, she worked at Lyft as part of the data platform and server networking teams. While at Lyft, Constance built, deployed, and configured Envoy internally, and maintained the open source project. Stephen Augustus Stephen Augustus is an active leader in the upstream Kubernetes community. He currently serves as a Special Interest Group Chair (SIG Release, SIG PM), a Release Manager, and a subproject owner for Azure, a Program Committee member for KubeCon (Barcelona, Shanghai, San Diego), and Track Chair for KubeCon Amsterdam. He has served on the Kubernetes Release Team for multiple releases, built the Release Team for a few releases, and established the new Release Engineering subproject. When not focused on Kubernetes project governance, Stephen participates in Meet Our Contributors (a monthly series geared towards answering contributor questions), writes blog posts about new enhancements to the ecosystem, chats with media analysts about Kubernetes, and reviews new membership requests for Kubernetes GitHub organizations. Stephen leads the Cloud Native Tools & Advocacy team at VMware, driving meaningful interactions between internal teams and the Open Source community, advocating the use of Cloud Native solutions, and hacking on tools that make life easier for developers and operations folk alike. He has previously held SRE/Production Engineering/DevOps-ey roles, as well as customer-facing infrastructure delivery roles at Cloud Native leaders, including CoreOS and Red Hat. When he’s not behind a keyboard or in front of a customer, he’s captaining teams in multiple billiards sports leagues. Requirements + Considerations Requirements Any platforms or tools you are describing need to be open source . You are limited to be listed as a speaker on up to two proposals submitted to the CFP for consideration, regardless of the format. If we find that you are listed on more than two, we will contact you to remove any proposals over the limit . UPDATED: You may only speak on one panel and one non-panel accepted session chosen from the CFP at KubeCon + CloudNativeCon North America 2020. (Note: Maintainer Track sessions are separate from CFP policies.) We will not select a submission that has already been presented elsewhere or at a previous KubeCon + CloudNativeCon. If your submission is very similar to a previous talk, please include information on how this version will be different. Specifically, if you gave a talk at KubeCon + CloudNativeCon in Europe, China, or North America 2019, please do not submit the same talk to North America 2020. It will automatically not be accepted to maintain content diversity. Consider the Following as You Write Your Proposal What do you expect the audience to gain from your presentation? Why should YOU be the one to give this talk? You have a unique story. Tell it. Be prepared to explain how this fits into the CNCF and overall Open Source Ecosystem. We definitely do not expect every presentation to have code snippets and technical deep-dives but here are two things that you should avoid when preparing your proposal because they are almost always rejected due to the fact that they take away from the integrity of our events, and are rarely well-received by conference attendees: Sales or marketing pitches Unlicensed or potentially closed-source technologies There are plenty of ways to give a presentation about projects and technologies without focusing on company-specific efforts. Remember the things to consider that we mentioned above when writing your proposal and think of ways to make it interesting for attendees while still letting you share your experiences, educate the community about an issue, or generate interest in a project. How to Submit Your Proposal We have done our best to make the submission process as simple as possible. Here is what you will need to prepare: 1. Choose a submission format (NEW formats!): Solo Presentation : 35-minute presentation, limited to 1 speaker Dual Presentation : 35-minute presentation, limited to 2 speakers AMA (Ask Me Anything): 35-minute, interview-like session, that takes place between an individual and the attendees or and individual and an interviewer asking questions, max of 2 participants (which includes the interviewer) Panel: 35 minutes of discussion amongst 3 to 5 speakers Tutorial: 90-minute, in-depth, hands-on presentation with 1–4 speakers Note: All submissions with 3–5 speakers are required to have at least one speaker that does not identify as a man and the speakers must not all be from the same company. 2. Choose which CNCF hosted software your presentation will be focused on ( Choose all that apply ): containerd (Graduated) CoreDNS (Graduated) Envoy (Graduated) Fluentd (Graduated) Helm ( Graduated ) Jaeger (Graduated) Kubernetes (Graduated) Prometheus (Graduated) TUF (Graduated) Vitess (Graduated) Argo (Incubating) CloudEvents (Incubating) CNI (Incubating) CRI-O (Incubating) Dragonfly (Incubating) etcd (Incubating) Falco (Incubating) gRPC (Incubating) Harbor (Incubating) Linkerd (Incubating) NATS (Incubating) Notary (Incubating) Open Policy Agent (Incubating) OpenTracing (Incubating) Rook (Incubating) TiKV (Incubating) Brigade (Sandbox) Buildpacks (Sandbox) ChubaoFS (Sandbox) Cortex (Sandbox) Flux (Sandbox) In-toto (Sandbox) KEDA (Sandbox) KubeEdge (Sandbox) KubeVirt (Sandbox) Longhorn (Sandbox) Network Service Mesh (Sandbox) OpenEBS (Sandbox) OpenMetrics (Sandbox) OpenTelementry (Sandbox) Service Mesh Interface (Sandbox) SPIFFE (Sandbox) SPIRE (Sandbox) Strimzi (Sandbox) Telepresence (Sandbox) Thanos (Sandbox) Virtual Kubelet (Sandbox) Volcano (Sandbox) 3. Choose a topic to narrow down the focus (NEW topics!): 101 (dedicated sessions for attendees who are new to the conference overall and/or beginners to the conference content, i.e. Kubernetes 101) Application & Development (includes Helm, Brigade, Telepresence, & Buildpacks) CI/CD (including Harbor, Dragonfly, & Flux) Community Customizing & Extending Kubernetes (including KubeVirt & Volcano) Machine Learning & Data Networking (includes CoreDNS, CNI, gRPC, NATS, KubeEdge, Network Service Mesh, & Strimzi) Observability (includes Fluentd, Prometheus, Jaeger, OpenTracing, OpenMetrics, Cortex, OpenTelemetry, & Thanos) Operations (including Argo) Performance Runtimes (includes containerd & CRI-O) Security, Identity & Policy (includes Notary, OPA, TUF, SPIFFE/SPIRE, and in-toto) Serverless (includes CloudEvents, Virtual Kubelet, & KEDA) Service Mesh (includes Envoy, Linkerd and Service Mesh Interface) Storage (includes Rook, Vitess, OpenEBS, Longhorn, & ChubaoFS) Note: If your presentation is a case study, please choose which topic it best associates with from the list above and then choose “yes” for the question that asks if your presentation is a case study within the form. Final tracks for the conference will be based on accepted submissions. 4. Provide a detailed and focused description with a max of 900 characters. This is what will be used on the online schedule if your talk is accepted. 5. Provide more in-depth information in the “ Benefits to the Ecosystem ” section. This is your opportunity to elaborate on your content and share any more details with the committee with a max of 1,500 characters. 6. Provide a biography for all speakers , including previous speaking experience. 7. Provide resources to enhance your proposal. These can be videos of you or your speakers presenting elsewhere, links to personal websites (including LinkedIn), links to your open source projects, or published books. 8. If you choose to submit a tutorial please explicitly mention what the audience will learn from or walk away with after attending your session. Additionally, please indicate what prerequisites (if any) are needed for the attendee to know prior to attending, and if any materials should be brought with them or downloaded ahead of time (i.e. must install software) prior to attending. Sample Submission Your session description will be the cornerstone of your proposal. This is your chance to *sell* your talk to the program committee, so do your best to highlight the problem/contribution/work that you are addressing in your presentation. The technical details are still important, but the relevance of what you are presenting will help the program committee during the selection process. This is the description that will be posted on the website schedule , so please ensure that it is in complete sentences (and not just bullet points), free of typos and that it is written in the third person (use your name instead of “I”). Example: OCI, CRI, ??: Making Sense of the Container Runtime Landscape in Kubernetes – You’ve probably heard about the OCI—a standardization effort to share a common definition for container runtime, image, and image distribution. Add to that the CRI (container runtime interface) in Kubernetes—designed to abstract the container runtime from the kubelet—and you may start to wonder what all these standards and interfaces mean for you in a Kubernetes world. As of this year, a long list of runtimes, including CNCF projects containerd and cri-o, all implement the CRI. But did you know there are quite a few others? The unique number of CRI combinations is growing, all of which use the common OCI definitions for runtime and image interoperability. But how would you decide which container runtime is right for you? Clearly each one has tradeoffs. This talk will help describe the current landscape and give you details on the why and how of each CRI implementation available today. Benefits to the Ecosystem This is your chance to elaborate. Tell us how the content of your presentation will help better the ecosystem or anything you wish to share with the co-chairs and program committee. We realize that this can be a difficult question to answer, but as with the description, the relevance of your presentation is just as important as the content. Max of 1,500 characters. Example: It is a repeating comment across the CNCF ecosystem that the number of choices for container runtime is confusing, especially for those who are newer to our ecosystem. Even for those who many have heard the names–Docker, containerd, cri-o–even they are curious as to the reasons why there are many varied runtimes available to implement the CRI interface for Kubernetes, and what is the history that brought us to this point. This talk helps bring clarity to the container runtime landscape, and especially shows the interesting work being done in additional isolation technologies like gVisor, AWS Firecracker, and Kata containers and why that may be of value to consider for certain security or workload constraints. In the end, especially as we have two major runtimes as CNCF projects, this talk hopefully brings a level of insight to practitioners, developers, and operators as to why clusters may choose various runtimes and how new features in Kubernetes like RuntimeClass are making it easier to support mixed clusters that can support the needs of workloads with different isolation features or requirements. Scoring Guidelines To help you further understand what is considered while the program committee and co-chairs are reviewing your proposal, please review the Scoring Guidelines and Best Practices page . Code of Conduct The Linux Foundation and its project communities are dedicated to providing a harassment-free experience for participants at all of our events. We encourage all submitters to review our complete Code of Conduct . CFP Questions? If you have any questions regarding the CFP process, please contact Nanci Lancaster: cfp@cncf.io Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Schedule Interactive Sessions Co-Located Events Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:26 |
https://events.linuxfoundation.org/openapi-asc/program/cfp/#overview | Call For Proposals (CFP) | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Call For Proposals (CFP) Skip to page section Overview General Info + Dates to Remember Program Co-Chairs Requirements + Considerations How to Submit Your Proposal Sample Submission Code of Conduct CFP Questions? Overview The KubeCon + CloudNativeCon North America 2020 Call for Proposals (CFP) is now closed . For any questions regarding the CFP process, please email cfp@cncf.io . General Info + Dates to Remember KubeCon + CloudNativeCon brings together adopters, developers, and practitioners to collaborate face-to-face. Engage with the leaders of Kubernetes, Prometheus, and other CNCF-hosted projects as we set the direction for the cloud native ecosystem. Dates to Remember CFP Opens: Wednesday, April 22, 2020 CFP Closes: 11:59pm Pacific Daylight Time (PDT), Sunday, July 12, 2020 CFP Notifications: Tuesday, September 29, 2020 Schedule Announcement: Thursday, October 1, 2020 Event Dates: Tuesday, November 17 – Friday, November 20 Reminder: This is a community conference — so no product and/or vendor sales pitches. First Time Submitting? Don’t Feel Intimidated CNCF events are an excellent way to get to know the community and share your ideas and the work that you are doing. You do not need to be a chief architect or long-time industry pundit to submit a proposal, in fact, we strongly encourage first-time speakers to submit talks for all of our events. Our events are working conferences intended for professional networking and collaboration in the CNCF community and we work closely with our attendees, sponsors and speakers to help keep CNCF events professional, welcoming, and friendly. If you have any questions on how to submit a proposal or the event in general, please contact cfp@cncf.io . Program Co-Chairs Constance Caramanolis Constance is a principal software engineer at Splunk, formerly Omnition, contributing to OpenTelemetry. Previous to Omnition, she worked at Lyft as part of the data platform and server networking teams. While at Lyft, Constance built, deployed, and configured Envoy internally, and maintained the open source project. Stephen Augustus Stephen Augustus is an active leader in the upstream Kubernetes community. He currently serves as a Special Interest Group Chair (SIG Release, SIG PM), a Release Manager, and a subproject owner for Azure, a Program Committee member for KubeCon (Barcelona, Shanghai, San Diego), and Track Chair for KubeCon Amsterdam. He has served on the Kubernetes Release Team for multiple releases, built the Release Team for a few releases, and established the new Release Engineering subproject. When not focused on Kubernetes project governance, Stephen participates in Meet Our Contributors (a monthly series geared towards answering contributor questions), writes blog posts about new enhancements to the ecosystem, chats with media analysts about Kubernetes, and reviews new membership requests for Kubernetes GitHub organizations. Stephen leads the Cloud Native Tools & Advocacy team at VMware, driving meaningful interactions between internal teams and the Open Source community, advocating the use of Cloud Native solutions, and hacking on tools that make life easier for developers and operations folk alike. He has previously held SRE/Production Engineering/DevOps-ey roles, as well as customer-facing infrastructure delivery roles at Cloud Native leaders, including CoreOS and Red Hat. When he’s not behind a keyboard or in front of a customer, he’s captaining teams in multiple billiards sports leagues. Requirements + Considerations Requirements Any platforms or tools you are describing need to be open source . You are limited to be listed as a speaker on up to two proposals submitted to the CFP for consideration, regardless of the format. If we find that you are listed on more than two, we will contact you to remove any proposals over the limit . UPDATED: You may only speak on one panel and one non-panel accepted session chosen from the CFP at KubeCon + CloudNativeCon North America 2020. (Note: Maintainer Track sessions are separate from CFP policies.) We will not select a submission that has already been presented elsewhere or at a previous KubeCon + CloudNativeCon. If your submission is very similar to a previous talk, please include information on how this version will be different. Specifically, if you gave a talk at KubeCon + CloudNativeCon in Europe, China, or North America 2019, please do not submit the same talk to North America 2020. It will automatically not be accepted to maintain content diversity. Consider the Following as You Write Your Proposal What do you expect the audience to gain from your presentation? Why should YOU be the one to give this talk? You have a unique story. Tell it. Be prepared to explain how this fits into the CNCF and overall Open Source Ecosystem. We definitely do not expect every presentation to have code snippets and technical deep-dives but here are two things that you should avoid when preparing your proposal because they are almost always rejected due to the fact that they take away from the integrity of our events, and are rarely well-received by conference attendees: Sales or marketing pitches Unlicensed or potentially closed-source technologies There are plenty of ways to give a presentation about projects and technologies without focusing on company-specific efforts. Remember the things to consider that we mentioned above when writing your proposal and think of ways to make it interesting for attendees while still letting you share your experiences, educate the community about an issue, or generate interest in a project. How to Submit Your Proposal We have done our best to make the submission process as simple as possible. Here is what you will need to prepare: 1. Choose a submission format (NEW formats!): Solo Presentation : 35-minute presentation, limited to 1 speaker Dual Presentation : 35-minute presentation, limited to 2 speakers AMA (Ask Me Anything): 35-minute, interview-like session, that takes place between an individual and the attendees or and individual and an interviewer asking questions, max of 2 participants (which includes the interviewer) Panel: 35 minutes of discussion amongst 3 to 5 speakers Tutorial: 90-minute, in-depth, hands-on presentation with 1–4 speakers Note: All submissions with 3–5 speakers are required to have at least one speaker that does not identify as a man and the speakers must not all be from the same company. 2. Choose which CNCF hosted software your presentation will be focused on ( Choose all that apply ): containerd (Graduated) CoreDNS (Graduated) Envoy (Graduated) Fluentd (Graduated) Helm ( Graduated ) Jaeger (Graduated) Kubernetes (Graduated) Prometheus (Graduated) TUF (Graduated) Vitess (Graduated) Argo (Incubating) CloudEvents (Incubating) CNI (Incubating) CRI-O (Incubating) Dragonfly (Incubating) etcd (Incubating) Falco (Incubating) gRPC (Incubating) Harbor (Incubating) Linkerd (Incubating) NATS (Incubating) Notary (Incubating) Open Policy Agent (Incubating) OpenTracing (Incubating) Rook (Incubating) TiKV (Incubating) Brigade (Sandbox) Buildpacks (Sandbox) ChubaoFS (Sandbox) Cortex (Sandbox) Flux (Sandbox) In-toto (Sandbox) KEDA (Sandbox) KubeEdge (Sandbox) KubeVirt (Sandbox) Longhorn (Sandbox) Network Service Mesh (Sandbox) OpenEBS (Sandbox) OpenMetrics (Sandbox) OpenTelementry (Sandbox) Service Mesh Interface (Sandbox) SPIFFE (Sandbox) SPIRE (Sandbox) Strimzi (Sandbox) Telepresence (Sandbox) Thanos (Sandbox) Virtual Kubelet (Sandbox) Volcano (Sandbox) 3. Choose a topic to narrow down the focus (NEW topics!): 101 (dedicated sessions for attendees who are new to the conference overall and/or beginners to the conference content, i.e. Kubernetes 101) Application & Development (includes Helm, Brigade, Telepresence, & Buildpacks) CI/CD (including Harbor, Dragonfly, & Flux) Community Customizing & Extending Kubernetes (including KubeVirt & Volcano) Machine Learning & Data Networking (includes CoreDNS, CNI, gRPC, NATS, KubeEdge, Network Service Mesh, & Strimzi) Observability (includes Fluentd, Prometheus, Jaeger, OpenTracing, OpenMetrics, Cortex, OpenTelemetry, & Thanos) Operations (including Argo) Performance Runtimes (includes containerd & CRI-O) Security, Identity & Policy (includes Notary, OPA, TUF, SPIFFE/SPIRE, and in-toto) Serverless (includes CloudEvents, Virtual Kubelet, & KEDA) Service Mesh (includes Envoy, Linkerd and Service Mesh Interface) Storage (includes Rook, Vitess, OpenEBS, Longhorn, & ChubaoFS) Note: If your presentation is a case study, please choose which topic it best associates with from the list above and then choose “yes” for the question that asks if your presentation is a case study within the form. Final tracks for the conference will be based on accepted submissions. 4. Provide a detailed and focused description with a max of 900 characters. This is what will be used on the online schedule if your talk is accepted. 5. Provide more in-depth information in the “ Benefits to the Ecosystem ” section. This is your opportunity to elaborate on your content and share any more details with the committee with a max of 1,500 characters. 6. Provide a biography for all speakers , including previous speaking experience. 7. Provide resources to enhance your proposal. These can be videos of you or your speakers presenting elsewhere, links to personal websites (including LinkedIn), links to your open source projects, or published books. 8. If you choose to submit a tutorial please explicitly mention what the audience will learn from or walk away with after attending your session. Additionally, please indicate what prerequisites (if any) are needed for the attendee to know prior to attending, and if any materials should be brought with them or downloaded ahead of time (i.e. must install software) prior to attending. Sample Submission Your session description will be the cornerstone of your proposal. This is your chance to *sell* your talk to the program committee, so do your best to highlight the problem/contribution/work that you are addressing in your presentation. The technical details are still important, but the relevance of what you are presenting will help the program committee during the selection process. This is the description that will be posted on the website schedule , so please ensure that it is in complete sentences (and not just bullet points), free of typos and that it is written in the third person (use your name instead of “I”). Example: OCI, CRI, ??: Making Sense of the Container Runtime Landscape in Kubernetes – You’ve probably heard about the OCI—a standardization effort to share a common definition for container runtime, image, and image distribution. Add to that the CRI (container runtime interface) in Kubernetes—designed to abstract the container runtime from the kubelet—and you may start to wonder what all these standards and interfaces mean for you in a Kubernetes world. As of this year, a long list of runtimes, including CNCF projects containerd and cri-o, all implement the CRI. But did you know there are quite a few others? The unique number of CRI combinations is growing, all of which use the common OCI definitions for runtime and image interoperability. But how would you decide which container runtime is right for you? Clearly each one has tradeoffs. This talk will help describe the current landscape and give you details on the why and how of each CRI implementation available today. Benefits to the Ecosystem This is your chance to elaborate. Tell us how the content of your presentation will help better the ecosystem or anything you wish to share with the co-chairs and program committee. We realize that this can be a difficult question to answer, but as with the description, the relevance of your presentation is just as important as the content. Max of 1,500 characters. Example: It is a repeating comment across the CNCF ecosystem that the number of choices for container runtime is confusing, especially for those who are newer to our ecosystem. Even for those who many have heard the names–Docker, containerd, cri-o–even they are curious as to the reasons why there are many varied runtimes available to implement the CRI interface for Kubernetes, and what is the history that brought us to this point. This talk helps bring clarity to the container runtime landscape, and especially shows the interesting work being done in additional isolation technologies like gVisor, AWS Firecracker, and Kata containers and why that may be of value to consider for certain security or workload constraints. In the end, especially as we have two major runtimes as CNCF projects, this talk hopefully brings a level of insight to practitioners, developers, and operators as to why clusters may choose various runtimes and how new features in Kubernetes like RuntimeClass are making it easier to support mixed clusters that can support the needs of workloads with different isolation features or requirements. Scoring Guidelines To help you further understand what is considered while the program committee and co-chairs are reviewing your proposal, please review the Scoring Guidelines and Best Practices page . Code of Conduct The Linux Foundation and its project communities are dedicated to providing a harassment-free experience for participants at all of our events. We encourage all submitters to review our complete Code of Conduct . CFP Questions? If you have any questions regarding the CFP process, please contact Nanci Lancaster: cfp@cncf.io Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Schedule Interactive Sessions Co-Located Events Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:26 |
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HABIBULLAH SHARIF Follow Jan 12 The Linux Power User Handbook: From Daily Driver to Productivity Machine # linux # productivity # commandline # bash 1 reaction Comments Add Comment 23 min read Installing Arch Linux in 2026 (step-by-step) ZionS1_1 ZionS1_1 ZionS1_1 Follow Jan 11 Installing Arch Linux in 2026 (step-by-step) # bash # archlinux # linux # tutorial Comments Add Comment 5 min read Why Your AI Agents Need a Shell (And How to Give Them One Safely) Salah Pichen Salah Pichen Salah Pichen Follow Jan 11 Why Your AI Agents Need a Shell (And How to Give Them One Safely) # bash # agents # ai # mcp Comments Add Comment 7 min read Linux Monitoring & Alerting: Command-Line Mastery for DevOps Sajja Sudhakararao Sajja Sudhakararao Sajja Sudhakararao Follow Jan 11 Linux Monitoring & Alerting: Command-Line Mastery for DevOps # devops # linux # bash # shell Comments Add Comment 4 min read Advanced Bash Scripting for DevOps Automation (With Copy‑Pasteable Examples) Sajja Sudhakararao Sajja Sudhakararao Sajja Sudhakararao Follow Jan 9 Advanced Bash Scripting for DevOps Automation (With Copy‑Pasteable Examples) # devops # bash # linux # automation Comments Add Comment 3 min read aliasctl - Modern Bash Alias Manager with Beautiful UI ITpraktika.com ITpraktika.com ITpraktika.com Follow Jan 5 aliasctl - Modern Bash Alias Manager with Beautiful UI # bash # linux # terminal # productivity Comments Add Comment 4 min read Environment variables not working with CRON? Łukasz Maśląg Łukasz Maśląg Łukasz Maśląg Follow for CronMonitor Jan 4 Environment variables not working with CRON? # bash # devops # linux Comments Add Comment 2 min read Deploying An Eleventy Site to NeoCities with GitLab CI/CD Brennan K. Brown Brennan K. Brown Brennan K. Brown Follow Jan 4 Deploying An Eleventy Site to NeoCities with GitLab CI/CD # cicd # webdev # bash # git Comments Add Comment 6 min read GLX: A New Programming Language for System Scripting, Replacement For Bash Danishk Sinha Danishk Sinha Danishk Sinha Follow Jan 9 GLX: A New Programming Language for System Scripting, Replacement For Bash # bash # opensource # programming # tooling Comments 2 comments 1 min read I stopped writing separate maintenance scripts for each Linux distro. You can too. ᙢᓎᕼᗅᙢᙍᗫ ᙍᒪᕼᗅᖇᙍᖇᖻ ᙢᓎᕼᗅᙢᙍᗫ ᙍᒪᕼᗅᖇᙍᖇᖻ ᙢᓎᕼᗅᙢᙍᗫ ᙍᒪᕼᗅᖇᙍᖇᖻ Follow Jan 3 I stopped writing separate maintenance scripts for each Linux distro. You can too. # linux # bash # kernal # sysmaint Comments Add Comment 2 min read Learning Shell Scripting Through Real Automation Projects Sneha Tomar Sneha Tomar Sneha Tomar Follow Jan 1 Learning Shell Scripting Through Real Automation Projects # bash # devops # linux # automation 1 reaction Comments Add Comment 1 min read Mac 터미널 필수 명령어 모음 dss99911 dss99911 dss99911 Follow Dec 31 '25 Mac 터미널 필수 명령어 모음 # tools # mac # terminal # bash Comments Add Comment 2 min read Bash 파일 및 디렉토리 작업 dss99911 dss99911 dss99911 Follow Dec 31 '25 Bash 파일 및 디렉토리 작업 # infra # devops # bash # shell Comments Add Comment 2 min read Bash 시스템 모니터링 및 성능 분석 dss99911 dss99911 dss99911 Follow Dec 31 '25 Bash 시스템 모니터링 및 성능 분석 # infra # devops # bash # linux Comments Add Comment 2 min read Bash 스크립팅 기초 - 변수, 조건문, 반복문 dss99911 dss99911 dss99911 Follow Dec 31 '25 Bash 스크립팅 기초 - 변수, 조건문, 반복문 # infra # devops # bash # shell Comments Add Comment 2 min read Bash 네트워킹 및 SSH 완벽 가이드 dss99911 dss99911 dss99911 Follow Dec 31 '25 Bash 네트워킹 및 SSH 완벽 가이드 # infra # devops # bash # ssh Comments Add Comment 2 min read Bash 문자열 조작 및 연산자 dss99911 dss99911 dss99911 Follow Dec 31 '25 Bash 문자열 조작 및 연산자 # infra # devops # bash # shell Comments Add Comment 2 min read Ralph Wiggum Tries His Hand at Deep Research Chris Mungall Chris Mungall Chris Mungall Follow Jan 12 Ralph Wiggum Tries His Hand at Deep Research # agents # ai # automation # bash 1 reaction Comments Add Comment 4 min read I Built a Sales Visualizer for a Real Business Problem (Quantium Software Engineering Simulation) Luis Faria Luis Faria Luis Faria Follow Dec 29 '25 I Built a Sales Visualizer for a Real Business Problem (Quantium Software Engineering Simulation) # python # datascience # webdev # bash 5 reactions Comments Add Comment 5 min read Merry Christmas… in Your Linux Terminal 🎄 Igor Giamoniano Igor Giamoniano Igor Giamoniano Follow Dec 25 '25 Merry Christmas… in Your Linux Terminal 🎄 # linux # python # bash # cli Comments Add Comment 2 min read 🏆 **GRADUATION CERTIFICATE:** SOFT ICODE SOFT ICODE SOFT ICODE Follow Dec 24 '25 🏆 **GRADUATION CERTIFICATE:** # bash # juniordevops # juniorsysadmin # bashengineer Comments Add Comment 1 min read Show Git Branch & Status in Bash Prompt Rost Rost Rost Follow Dec 22 '25 Show Git Branch & Status in Bash Prompt # linux # bash # git # devops Comments Add Comment 10 min read Unlimited Terminal History with FZF: Never Lose a Command Again ITpraktika.com ITpraktika.com ITpraktika.com Follow Jan 3 Unlimited Terminal History with FZF: Never Lose a Command Again # linux # bash # terminal # productivity Comments Add Comment 1 min read Keep Cursor IDE Updated Automatically on Linux with cursor-updater Takiuddin Ahmed Takiuddin Ahmed Takiuddin Ahmed Follow Dec 17 '25 Keep Cursor IDE Updated Automatically on Linux with cursor-updater # linux # bash # productivity # devtools 1 reaction Comments Add Comment 3 min read loading... trending guides/resources 🧠How to make Codex boost your mood like good old Claude Code (Getting back You're absolutely righ... How I Used Claude Code to Speed Up My Shell Startup by 95% dotnet run in .NET 10: Single-File C# Is Finally Here 🤖🤖How to run AI in parallel easily and for free (Git Worktree Runner)🧠🧠 Keep Cursor IDE Updated Automatically on Linux with cursor-updater Fixing: Ubuntu lost network after kernel upgrade Merry Christmas… in Your Linux Terminal 🎄 Use bwenv to Sync Your Bitwarden Secrets into Your Shell Environment Shell Scripting for DevOps (Week 2) K9s Installation Script for Amazon Linux / RHEL-Based Systems- Bash Scripting: The Complete Guide (From Zero to Advanced) How to Create a Simple Automated Backup Script with Bash and rsync Bash Scripting for Non-Coders Building an Automated Docker Deployment Script: A Complete Beginner's Guide Run a shell script from a webhook call Awesome FFmpeg Tricks for Video and Audio Manipulation Getting Wi-Fi SSID on Mac via bash using Shortcuts Which One Should You Choose: Bash or Make? The better way to shorten Linux commands (it's not alias) Unlimited Terminal History with FZF: Never Lose a Command Again 💎 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 | 2026-01-13T08:48:26 |
https://aws.amazon.com/pt/app-mesh/ | Serviço de rede de aplicações | AWS App Mesh | Amazon Web Services Pular para o conteúdo principal Filter: Todos English Entre em contato conosco AWS Marketplace Suporte Minha conta Pesquisar Filter: Todos Faça login no console Criar conta AWS App Mesh Visão geral Recursos Preços Conceitos básicos Perguntas frequentes Mais Produtos › Redes e entrega de conteúdo › AWS App Mesh Aviso de fim do suporte: em 30 de setembro de 2026, a AWS descontinuará o suporte para o AWS AppMesh. Depois de 30 de setembro de 2026, você não poderá mais acessar o console do AWS AppMesh ou os recursos do AWS AppMesh. Para obter mais informações, consulte esta publicação do blog. AWS App Mesh Redes no nível de aplicação para todos os seus serviços Por que usar o App Mesh? Reproduzir Benefícios do App Mesh Agilize Agilize operações, implemente regras personalizadas de roteamento de tráfego e configure e padronize o modo como os fluxos de tráfego fluem entre os serviços. Otimize Capture métricas, logs e rastreamentos de suas aplicações para identificar e isolar rapidamente os problemas e otimizar a aplicação. Aprimore a segurança Aprimore a segurança de rede com os controles de autenticação e requisições criptografadas entre serviços, mesmo dentro da rede privada. Crie uma conta da AWS Aprenda O que é a AWS? O que é a computação em nuvem? O que é a IA agêntica? Hub de conceitos de computação em nuvem Segurança na Nuvem AWS Novidades Blogs Comunicados à imprensa Recursos Conceitos básicos Treinamento Centro de Confiança da AWS Biblioteca de Soluções da AWS Centro de arquitetura Perguntas frequentes sobre produtos e tópicos técnicos Relatórios de analistas Parceiros da AWS Desenvolvedores Builder Center SDKs e ferramentas .NET na AWS Python na AWS Java na AWS PHP na AWS JavaScript na AWS Ajuda Entre em contato conosco Crie um tíquete de suporte AWS re:Post Centro de Conhecimento Visão geral do AWS Support Obtenha ajuda especializada Acessibilidade da AWS Jurídico English Voltar ao início A Amazon é uma empresa empregadora orientada pelos fundamentos de igualdade de oportunidades e ações afirmativas, que não faz distinção entre minorias, mulheres, portadores de deficiência, veteranos, identidade de gênero, orientação sexual nem idade. x facebook linkedin instagram twitch youtube podcasts email Privacidade Termos do site Preferências de cookies © 2026, Amazon Web Services, Inc. ou suas afiliadas. Todos os direitos reservados. | 2026-01-13T08:48:26 |
https://aws.amazon.com/ru/app-mesh/ | Сервис сети приложений – AWS App Mesh – Amazon Web Services Перейти к главному контенту Filter: Все English Свяжитесь с нами AWS Marketplace Поддержка Мой аккаунт Поиск Filter: Все Войти в консоль Создать аккаунт AWS App Mesh Обзор Функции Цены Начало работы Вопросы и ответы Еще Продукты › Сети и доставка контента › AWS App Mesh Уведомление о прекращении поддержки: 30 сентября 2026 года AWS прекратит поддержку AWS AppMesh. После 30 сентября 2026 года вы больше не сможете получить доступ к консоли или ресурсам AWS AppMesh. Дополнительные сведения см. в публикации в блоге. AWS App Mesh Сетевое взаимодействие на уровне приложений для всех используемых сервисов Почему стоит использовать App Mesh? Играть Преимущества App Mesh Оптимизация Оптимизация операций, внедрение пользовательских правил маршрутизации трафика, настройка и стандартизация потоков трафика между вашими службами. Оптимизация Сбор показателей, журналов и отслеживания из ваших приложений для быстрого выявления и изоляции проблем и оптимизации приложений. Повышение уровня безопасности Повышение безопасности сети с помощью средств контроля аутентификации и зашифрованных запросов между службами — даже в пределах частной сети. Создать аккаунт AWS Подробнее Что такое AWS? Что такое облачные вычисления? Что такое агентный ИИ? Центр концепций в сфере облачных вычислений Безопасность облака AWS Новые возможности Блоги Пресс-релизы Ресурсы Начало работы Обучение Центр доверия AWS Библиотека решений AWS Центр архитектуры Вопросы и ответы по продуктам и техническим темам Аналитические отчеты Партнеры AWS Разработчики Центр Builder SDK и инструменты .NET на AWS Python на AWS Java на AWS PHP на AWS JavaScript на AWS Поддержка Свяжитесь с нами Обращение в службу поддержки AWS re:Post Центр знаний Обзор Поддержки AWS Получение помощи специалиста Доступность AWS Юридическая информация English К началу Amazon – работодатель равных возможностей. Мы обеспечиваем справедливое отношение к представителям меньшинств, женщинам, лицам с ограниченными возможностями, ветеранам боевых действий и представителям любых гендерных групп и сексуальной ориентации независимо от их возраста. x facebook linkedin instagram twitch youtube podcasts email Конфиденциальность Условия пользования сайтом Параметры файлов cookie © Amazon Web Services, Inc. и дочерние организации, 2026. Все права защищены. | 2026-01-13T08:48:26 |
https://www.youtube.com/playlist?list=PLcx_iGeB-Nxil4S7-0Y1Y5r0oLahy3f0Y | API Specifications Conference (ASC) 2020, September 9-10 - 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. | 2026-01-13T08:48:26 |
https://stackoverflow.co/internal/?utm_source=blog&utm_medium=referral&utm_campaign=footer | Stack Internal – The trusted knowledge engine that powers people and AI (formerly Stack Overflow for Teams) - Stack Overflow Business Stack Internal Features Customers Services Security Pricing Login Try free Stack Data Licensing Stack Ads Partnerships Resources Learn Solution resources Stack Internal Stack Ads Blog Research insights Support Stack Internal Help Legal policies Talk to an expert MCP Now available: Create a two-way connection with AI tools like Cursor and GitHub Copilot. Second guess less, create more with Stack Internal Always hunting for knowledge at work? Stack Internal collects, validates, and delivers trusted info, at the right time, in the right place, for your team of people (and AI). Teams are losing time, trust and patience with badly integrated AI 5.3 hours lost each week jumping between tools and looking for answers 75% of devs distrust AI answers, according to our 2025 Dev Survey 19% longer workflows due to checking and correcting bad AI intel Stack Internal Where human knowledge meets reliable AI A knowledge intelligence layer Stack Internal collects, checks and structures all your company knowledge in one place — so you can build quicker, ship sooner, onboard faster and find the answers you need, when you need them. Knowledge in, Knowledge out Our “Ingestion” feature lets you import external content (via Confluence, Microsoft Teams and more) to keep info centralized. While our MCP delivers that knowledge back into your team’s favourite tools, or creates new knowledge back into Stack Internal. The result? A high-quality knowledge loop that fuels both people and AI. Curation to suit you Stack Internal adapts to how you work. You can start with human-verified knowledge, enrich it with external sources, or automate content management as you grow. This is knowledge that adapts alongside you. Safe, secure and always private Sensitive information doesn’t belong in leaky systems. Stack Internal protects your knowledge with “enterprise-grade security” (yes, that’s as serious as it sounds.) And we never train other AIs on your proprietary data, either. 1 / 0 Read customer stories A Knowledge Intelligence Layer Trusted information, powered by people and AI, in every workflow The answers you need, all in one place Scattered content is hard to find and bad data is hard to trust. Stack Internal collects, checks and stores your knowledge in one place – and our MCP server makes it easy for people and AIs to find, use and create new content. Trusted (and fun) tools to keep stacking knowledge Stack Internal makes creating knowledge easy. 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https://docs.devcycle.com/cli/ | DevCycle CLI & MCP Server | DevCycle Docs Skip to main content Home SDKs APIs Management API Bucketing API Integrations CLI / MCP Best Practices Community Blog Discord Search Sign Up CLI / MCP Overview CLI CLI Reference CLI User Guides Projects Environments SDK Keys Features Variables Variations Targeting Rules Self-Targeting CLI User Guides MCP MCP Getting Started MCP Reference MCP User Guides Incident Investigation CLI On this page DevCycle CLI & MCP Server This repository contains the DevCycle CLI for managing feature flags from the command line, plus an MCP (Model Context Protocol) server that enables AI coding assistants to interact with DevCycle. Major features include: Fully manage your Features, Variables, Variations and Targeting Rules from the command line Detect and list DevCycle Variable usages in your codebase Manage your Self-Targeting Overrides to quickly switch between Variable values Generate type definitions for type-safe usage of DevCycle (Typescript only) MCP (Model Context Protocol) server for AI-powered feature flag management with Cursor and Claude The CLI can be customized in several ways using command-line args or by creating a configuration file . Command Topics Pattern captures the key including surrounding quotes Pattern strips quotes, capturing only the content MCP Server for AI Assistants The DevCycle MCP (Model Context Protocol) server enables AI coding assistants like Cursor and Claude to manage feature flags directly from your development environment. DevCycle offers a hosted MCP server that requires no local installation. Quick Setup (No Installation Required) Configure your AI assistant to use the hosted MCP server: Cursor : Add to .cursor/mcp_settings.json : { "mcpServers" : { "devcycle" : { "url" : "https://mcp.devcycle.com/mcp" } } } Claude Desktop : Add to your Claude config file: { "mcpServers" : { "devcycle" : { "command" : "npx" , "args" : [ "mcp-remote" , "https://mcp.devcycle.com/mcp" ] } } } That's it! The server will guide you through OAuth authentication when you first use it. Your AI assistant can now create, update, and manage feature flags on your behalf. For local installation options, detailed configuration, available tools, and advanced usage, see the complete MCP documentation . CLI Documentation Setup Install the CLI Using NPM $ npm install -g @devcycle/cli Or alternatively, using homebrew $ brew tap devcyclehq/cli $ brew install devcycle Authentication Many of the CLI commands require DevCycle API authorization. There are several ways to provide these credentials. Using Access Tokens (preferred) Login Command By using the login sso command , the CLI will retrieve and store an access token, which is valid for 24 hours. The login again command can be used to retrieve a new access token using the saved project and organization without prompting for them. This process will open browser windows to interact with the DevCycle universal login page. It will first obtain a personal access token, then prompt you to choose an organization. A second browser window is used to authenticate the CLI with your chosen organization. To switch organizations once logged in, the organizations select command can be used. If executing the CLI in a containerized environment, please ensure one of the following PORTs can be accessed via Port Forwarding: 2194 (default), 2195, 2196 or 8080. This will allow the authentication process to complete and set the access token appropriately. Repo Init Command The repo init command behaves in the same way as login sso , but creates a repo configuration file and stores the project and organization choices there instead. Using Client Credentials Client Credentials in Auth File Use the dvc status command to find the configuration file location for your platform. The credentials can be stored in the file pointed to by the Auth config path. Create the file if it does not exist, with the following contents. clientCredentials : client_id : <your client id > client_secret : <your client secret > This file should not be checked in to version control. The default location is based on the oclif configDir If you intend to run the CLI using options that override config file locations, the dvc status command command can be run with those options to confirm that the file locations are as expected. Project Selection You also need to specify the default project ID for the CLI to use. If there is a repo configuration file, the dvc diff and dvc usages commands will use the project defined there. Otherwise, this is chosen during login or set using the project select command Environment Variables Set the following environment variables: $ export DEVCYCLE_CLIENT_ID=<your client id> $ export DEVCYCLE_CLIENT_SECRET=<your client secret> $ export DEVCYCLE_PROJECT_KEY=<your project key> Command-Line Arguments The CLI can be run with the following arguments: $ dvc --client-id=<your client id> --client-secret=<your client secret> --project=<your project key> Github Action The Devcycle Github actions are configured with auth information through the project-key , client-id and client-secret configuration parameters. This is passed to the CLI via command line arguments. Usage $ npm install -g @devcycle/cli $ dvc COMMAND running command... $ dvc (--version) @devcycle/cli/6.2.1 linux-x64 node-v22.21.1 $ dvc --help [COMMAND] USAGE $ dvc COMMAND ... Command Topics dvc alias - Manage repository variable aliases. dvc autocomplete - display autocomplete installation instructions dvc cleanup - Replace a DevCycle variable with a static value in the current version of your code. Currently only JavaScript is supported. dvc diff - Print a diff of DevCycle variable usage between two versions of your code. dvc environments - Create a new Environment for an existing Feature. dvc features - Create, view, or modify Features with the Management API. dvc generate - Generate Devcycle related files. dvc help - Display help for dvc. dvc identity - View or manage your DevCycle Identity. dvc keys - Retrieve SDK keys from the Management API. dvc login - Log in to DevCycle. dvc logout - Discards any auth configuration that has been stored in the auth configuration file. dvc organizations - List or switch organizations. dvc overrides - Create, view, or modify Overrides for a Project with the Management API. dvc projects - Create, or view Projects with the Management API. dvc repo - Manage repository configuration. dvc status - Check CLI status. dvc targeting - Create, view, or modify Targeting Rules for a Feature with the Management API. dvc usages - Print all DevCycle variable usages in the current version of your code. dvc variables - Create, view, or modify Variables with the Management API. dvc variations - Create a new Variation for an existing Feature. Repo Configuration The following commands can only be run from the root of a configured repository dvc diff dvc usages dvc alias dvc cleanup Many of the options available as command-line args can also be specified using a repo configuration file. The default location for this file is <REPO ROOT>/.devcycle/config.yml . This location can be overridden using the --repo-config-path flag. The configuration file format is documented below: ### the project and organization to use when connecting to the DevCycle Rest API for this repo project : "project-key" org : id : "org_xxxxxx" name : "unique-org-key" display_name : "Human Readable Org Name" ### block for configuring "code insights" features like diff and variable usage scanning ### use this section to improve the detection of DevCycle usage within your code codeInsights : ### add additional names to check for when looking for instances of DVCClient from an SDK clientNames : - "dvcClient" ### map the values used in your code to the corresponding variable key in DevCycle variableAliases : "VARIABLES.ENABLE_V1" : "enable-v1" ### additional regex patterns used to match variables for a specific file extension matchPatterns : ### file extension to override for, containing a list of patterns to use js : - dvcClient\.variable\(\s* [ "' ] ( [ ^"' ] *) [ "' ] ### an array of file glob patterns to include in usage scan includeFiles : - "*.[jt]s" ### an array of file glob patterns to exclude from usage scan excludeFiles : - "dist/*" Match Patterns and Aliases When identifying variable usages in the code, the CLI will identify DevCycle SDK methods by default. To capture other usages you may define match patterns. Match patterns are defined by file extension. note Each pattern must include exactly one capture group for the variable key. Capture the entire key value (including surrounding quotes if you choose the “with quotes” pattern). Match patterns can be defined in the configuration file, for example: codeInsights : matchPatterns : js : - customVariableGetter\(\s* [ "' ] ( [ ^"' ] *) [ "' ] ts : - customVariableGetter\(\s* [ "' ] ( [ ^"' ] *) [ "' ] jsx : - customVariableHook\(\s* [ "' ] ( [ ^"' ] *) [ "' ] - customVariableGetter\(\s* [ "' ] ( [ ^"' ] *) [ "' ] tsx : - customVariableHook\(\s* [ "' ] ( [ ^"' ] *) [ "' ] - customVariableGetter\(\s* [ "' ] ( [ ^"' ] *) [ "' ] Capturing with or without quotes Match patterns can capture variable keys with or without quotes, which affects whether aliases are needed: With quotes: ## Pattern captures the key including surrounding quotes - dvcClient\.variable\(\s *( [ "' ] [ ^"' ] * [ "' ] )\s* , Matches: dvcClient.variable('my-variable', default) Captures: 'my-variable' (with quotes) Without quotes (aliases or generated constants required): ## Pattern strips quotes, capturing only the content - dvcClient\.variable\(\s* [ "' ] ( [ ^"' ] *) [ "' ] Matches: dvcClient.variable('my-variable', default) Captures: my-variable Match patterns can also be passed directly to relevant commands using the --match-pattern flag: dvc usages --match-pattern ts="customVariableGetter\(\s*["']([^"']*)["']" js="customVariableGetter\(\s*["']([^"']*)["']" When testing your regex the --show-regex flag can be helpful. This will print all patterns used to find matches in your codebase. dvc usages --show-regex Custom Wrapper Functions If you use wrapper functions around the SDK, add patterns for them. Example: Custom wrapper functions codeInsights : matchPatterns : ts : ## Matches: getFeatureFlag('my-variable', defaultValue) - getFeatureFlag\(\s *( [ ^ , ) ] *)\s* , ## Matches: isFeatureEnabled('my-variable') - isFeatureEnabled\(\s *( [ ^ , ) ] *)\s*\) tsx : ## Matches: useFeatureFlag('my-variable', defaultValue) - useFeatureFlag\(\s *( [ ^ , ) ] *)\s* , Edit this page Previous CLI / MCP Overview Next CLI Reference MCP Server for AI Assistants CLI Documentation Setup Authentication Usage Command Topics Repo Configuration DevCycle Dashboard Blog Privacy Policy Twitter Discord GitHub Copyright © 2026 DevCycle. All rights reserved. | 2026-01-13T08:48:26 |
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Right menu IMake: Reinventing Build Systems with Clarity and Efficiency for Native Linux Development lengjingzju lengjingzju lengjingzju Follow Dec 24 '25 IMake: Reinventing Build Systems with Clarity and Efficiency for Native Linux Development # programming # devops # linux # cpp Comments Add Comment 12 min read Why I Keep Returning to Pop!_OS GnomeMan4201 GnomeMan4201 GnomeMan4201 Follow Jan 4 Why I Keep Returning to Pop!_OS # linux # opensource # tutorial 1 reaction Comments 1 comment 5 min read Linux for Cybersecurity: The Commands That Actually Matter (Reality Check) Arashad Dodhiya Arashad Dodhiya Arashad Dodhiya Follow Dec 24 '25 Linux for Cybersecurity: The Commands That Actually Matter (Reality Check) # cybersecurity # linux # infosec # learninginpublic Comments Add Comment 3 min read KodeKloud Days 5-8: SELinux and Cron Jobs Elijah Elijah Elijah Follow Dec 23 '25 KodeKloud Days 5-8: SELinux and Cron Jobs # devops # ansible # linux # sysadmin Comments Add Comment 3 min read From npm install to insmod: My Journey into Linux Kernel Module Fauzan Febriansyah Fauzan Febriansyah Fauzan Febriansyah Follow Dec 23 '25 From npm install to insmod: My Journey into Linux Kernel Module # linux # kernelmodule # learning Comments Add Comment 4 min read Install KVM on Ubuntu 24.04 Rost Rost Rost Follow Dec 23 '25 Install KVM on Ubuntu 24.04 # linux # devops Comments Add Comment 2 min read RCU (Read, Copy, Update) in the Linux Kernel Saurav Shah Saurav Shah Saurav Shah Follow Dec 24 '25 RCU (Read, Copy, Update) in the Linux Kernel # linux # computerscience # architecture # tutorial Comments Add Comment 12 min read Java - instalación y configuración en Ubuntu Oscar Pincho Oscar Pincho Oscar Pincho Follow Dec 22 '25 Java - instalación y configuración en Ubuntu # java # ubuntu # linux # tutorial Comments Add Comment 4 min read Displaying Images in lf with Kitty and Tmux CodeCadim by Brahim Hamdouni CodeCadim by Brahim Hamdouni CodeCadim by Brahim Hamdouni Follow Jan 3 Displaying Images in lf with Kitty and Tmux # terminal # kitty # linux # lf Comments Add Comment 2 min read Kali Linux XFCE Panel Missing in VirtualBox — Complete Fix (2025) Aman Kumar Happy Aman Kumar Happy Aman Kumar Happy Follow Dec 22 '25 Kali Linux XFCE Panel Missing in VirtualBox — Complete Fix (2025) # linux # tutorial # ui Comments Add Comment 1 min read How to Turn Cloud "Trash" into a Golden 100GB Encrypted Vault (LVM + rclone) Lag Lagendary Lag Lagendary Lag Lagendary Follow Dec 28 '25 How to Turn Cloud "Trash" into a Golden 100GB Encrypted Vault (LVM + rclone) # linux # security # cloud # tutorial Comments Add Comment 2 min read How Linux Chooses Your Next CPU Time Slice Mahmoud Zalt Mahmoud Zalt Mahmoud Zalt Follow Dec 29 '25 How Linux Chooses Your Next CPU Time Slice # linux # kernel # scheduler # cpu Comments Add Comment 13 min read Is Linux Finally Ready for the Corporate Desktop? 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https://events.linuxfoundation.org/openapi-asc/program/cfp/#how-to-submit | Call For Proposals (CFP) | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Call For Proposals (CFP) Skip to page section Overview General Info + Dates to Remember Program Co-Chairs Requirements + Considerations How to Submit Your Proposal Sample Submission Code of Conduct CFP Questions? Overview The KubeCon + CloudNativeCon North America 2020 Call for Proposals (CFP) is now closed . For any questions regarding the CFP process, please email cfp@cncf.io . General Info + Dates to Remember KubeCon + CloudNativeCon brings together adopters, developers, and practitioners to collaborate face-to-face. Engage with the leaders of Kubernetes, Prometheus, and other CNCF-hosted projects as we set the direction for the cloud native ecosystem. Dates to Remember CFP Opens: Wednesday, April 22, 2020 CFP Closes: 11:59pm Pacific Daylight Time (PDT), Sunday, July 12, 2020 CFP Notifications: Tuesday, September 29, 2020 Schedule Announcement: Thursday, October 1, 2020 Event Dates: Tuesday, November 17 – Friday, November 20 Reminder: This is a community conference — so no product and/or vendor sales pitches. First Time Submitting? Don’t Feel Intimidated CNCF events are an excellent way to get to know the community and share your ideas and the work that you are doing. You do not need to be a chief architect or long-time industry pundit to submit a proposal, in fact, we strongly encourage first-time speakers to submit talks for all of our events. Our events are working conferences intended for professional networking and collaboration in the CNCF community and we work closely with our attendees, sponsors and speakers to help keep CNCF events professional, welcoming, and friendly. If you have any questions on how to submit a proposal or the event in general, please contact cfp@cncf.io . Program Co-Chairs Constance Caramanolis Constance is a principal software engineer at Splunk, formerly Omnition, contributing to OpenTelemetry. Previous to Omnition, she worked at Lyft as part of the data platform and server networking teams. While at Lyft, Constance built, deployed, and configured Envoy internally, and maintained the open source project. Stephen Augustus Stephen Augustus is an active leader in the upstream Kubernetes community. He currently serves as a Special Interest Group Chair (SIG Release, SIG PM), a Release Manager, and a subproject owner for Azure, a Program Committee member for KubeCon (Barcelona, Shanghai, San Diego), and Track Chair for KubeCon Amsterdam. He has served on the Kubernetes Release Team for multiple releases, built the Release Team for a few releases, and established the new Release Engineering subproject. When not focused on Kubernetes project governance, Stephen participates in Meet Our Contributors (a monthly series geared towards answering contributor questions), writes blog posts about new enhancements to the ecosystem, chats with media analysts about Kubernetes, and reviews new membership requests for Kubernetes GitHub organizations. Stephen leads the Cloud Native Tools & Advocacy team at VMware, driving meaningful interactions between internal teams and the Open Source community, advocating the use of Cloud Native solutions, and hacking on tools that make life easier for developers and operations folk alike. He has previously held SRE/Production Engineering/DevOps-ey roles, as well as customer-facing infrastructure delivery roles at Cloud Native leaders, including CoreOS and Red Hat. When he’s not behind a keyboard or in front of a customer, he’s captaining teams in multiple billiards sports leagues. Requirements + Considerations Requirements Any platforms or tools you are describing need to be open source . You are limited to be listed as a speaker on up to two proposals submitted to the CFP for consideration, regardless of the format. If we find that you are listed on more than two, we will contact you to remove any proposals over the limit . UPDATED: You may only speak on one panel and one non-panel accepted session chosen from the CFP at KubeCon + CloudNativeCon North America 2020. (Note: Maintainer Track sessions are separate from CFP policies.) We will not select a submission that has already been presented elsewhere or at a previous KubeCon + CloudNativeCon. If your submission is very similar to a previous talk, please include information on how this version will be different. Specifically, if you gave a talk at KubeCon + CloudNativeCon in Europe, China, or North America 2019, please do not submit the same talk to North America 2020. It will automatically not be accepted to maintain content diversity. Consider the Following as You Write Your Proposal What do you expect the audience to gain from your presentation? Why should YOU be the one to give this talk? You have a unique story. Tell it. Be prepared to explain how this fits into the CNCF and overall Open Source Ecosystem. We definitely do not expect every presentation to have code snippets and technical deep-dives but here are two things that you should avoid when preparing your proposal because they are almost always rejected due to the fact that they take away from the integrity of our events, and are rarely well-received by conference attendees: Sales or marketing pitches Unlicensed or potentially closed-source technologies There are plenty of ways to give a presentation about projects and technologies without focusing on company-specific efforts. Remember the things to consider that we mentioned above when writing your proposal and think of ways to make it interesting for attendees while still letting you share your experiences, educate the community about an issue, or generate interest in a project. How to Submit Your Proposal We have done our best to make the submission process as simple as possible. Here is what you will need to prepare: 1. Choose a submission format (NEW formats!): Solo Presentation : 35-minute presentation, limited to 1 speaker Dual Presentation : 35-minute presentation, limited to 2 speakers AMA (Ask Me Anything): 35-minute, interview-like session, that takes place between an individual and the attendees or and individual and an interviewer asking questions, max of 2 participants (which includes the interviewer) Panel: 35 minutes of discussion amongst 3 to 5 speakers Tutorial: 90-minute, in-depth, hands-on presentation with 1–4 speakers Note: All submissions with 3–5 speakers are required to have at least one speaker that does not identify as a man and the speakers must not all be from the same company. 2. Choose which CNCF hosted software your presentation will be focused on ( Choose all that apply ): containerd (Graduated) CoreDNS (Graduated) Envoy (Graduated) Fluentd (Graduated) Helm ( Graduated ) Jaeger (Graduated) Kubernetes (Graduated) Prometheus (Graduated) TUF (Graduated) Vitess (Graduated) Argo (Incubating) CloudEvents (Incubating) CNI (Incubating) CRI-O (Incubating) Dragonfly (Incubating) etcd (Incubating) Falco (Incubating) gRPC (Incubating) Harbor (Incubating) Linkerd (Incubating) NATS (Incubating) Notary (Incubating) Open Policy Agent (Incubating) OpenTracing (Incubating) Rook (Incubating) TiKV (Incubating) Brigade (Sandbox) Buildpacks (Sandbox) ChubaoFS (Sandbox) Cortex (Sandbox) Flux (Sandbox) In-toto (Sandbox) KEDA (Sandbox) KubeEdge (Sandbox) KubeVirt (Sandbox) Longhorn (Sandbox) Network Service Mesh (Sandbox) OpenEBS (Sandbox) OpenMetrics (Sandbox) OpenTelementry (Sandbox) Service Mesh Interface (Sandbox) SPIFFE (Sandbox) SPIRE (Sandbox) Strimzi (Sandbox) Telepresence (Sandbox) Thanos (Sandbox) Virtual Kubelet (Sandbox) Volcano (Sandbox) 3. Choose a topic to narrow down the focus (NEW topics!): 101 (dedicated sessions for attendees who are new to the conference overall and/or beginners to the conference content, i.e. Kubernetes 101) Application & Development (includes Helm, Brigade, Telepresence, & Buildpacks) CI/CD (including Harbor, Dragonfly, & Flux) Community Customizing & Extending Kubernetes (including KubeVirt & Volcano) Machine Learning & Data Networking (includes CoreDNS, CNI, gRPC, NATS, KubeEdge, Network Service Mesh, & Strimzi) Observability (includes Fluentd, Prometheus, Jaeger, OpenTracing, OpenMetrics, Cortex, OpenTelemetry, & Thanos) Operations (including Argo) Performance Runtimes (includes containerd & CRI-O) Security, Identity & Policy (includes Notary, OPA, TUF, SPIFFE/SPIRE, and in-toto) Serverless (includes CloudEvents, Virtual Kubelet, & KEDA) Service Mesh (includes Envoy, Linkerd and Service Mesh Interface) Storage (includes Rook, Vitess, OpenEBS, Longhorn, & ChubaoFS) Note: If your presentation is a case study, please choose which topic it best associates with from the list above and then choose “yes” for the question that asks if your presentation is a case study within the form. Final tracks for the conference will be based on accepted submissions. 4. Provide a detailed and focused description with a max of 900 characters. This is what will be used on the online schedule if your talk is accepted. 5. Provide more in-depth information in the “ Benefits to the Ecosystem ” section. This is your opportunity to elaborate on your content and share any more details with the committee with a max of 1,500 characters. 6. Provide a biography for all speakers , including previous speaking experience. 7. Provide resources to enhance your proposal. These can be videos of you or your speakers presenting elsewhere, links to personal websites (including LinkedIn), links to your open source projects, or published books. 8. If you choose to submit a tutorial please explicitly mention what the audience will learn from or walk away with after attending your session. Additionally, please indicate what prerequisites (if any) are needed for the attendee to know prior to attending, and if any materials should be brought with them or downloaded ahead of time (i.e. must install software) prior to attending. Sample Submission Your session description will be the cornerstone of your proposal. This is your chance to *sell* your talk to the program committee, so do your best to highlight the problem/contribution/work that you are addressing in your presentation. The technical details are still important, but the relevance of what you are presenting will help the program committee during the selection process. This is the description that will be posted on the website schedule , so please ensure that it is in complete sentences (and not just bullet points), free of typos and that it is written in the third person (use your name instead of “I”). Example: OCI, CRI, ??: Making Sense of the Container Runtime Landscape in Kubernetes – You’ve probably heard about the OCI—a standardization effort to share a common definition for container runtime, image, and image distribution. Add to that the CRI (container runtime interface) in Kubernetes—designed to abstract the container runtime from the kubelet—and you may start to wonder what all these standards and interfaces mean for you in a Kubernetes world. As of this year, a long list of runtimes, including CNCF projects containerd and cri-o, all implement the CRI. But did you know there are quite a few others? The unique number of CRI combinations is growing, all of which use the common OCI definitions for runtime and image interoperability. But how would you decide which container runtime is right for you? Clearly each one has tradeoffs. This talk will help describe the current landscape and give you details on the why and how of each CRI implementation available today. Benefits to the Ecosystem This is your chance to elaborate. Tell us how the content of your presentation will help better the ecosystem or anything you wish to share with the co-chairs and program committee. We realize that this can be a difficult question to answer, but as with the description, the relevance of your presentation is just as important as the content. Max of 1,500 characters. Example: It is a repeating comment across the CNCF ecosystem that the number of choices for container runtime is confusing, especially for those who are newer to our ecosystem. Even for those who many have heard the names–Docker, containerd, cri-o–even they are curious as to the reasons why there are many varied runtimes available to implement the CRI interface for Kubernetes, and what is the history that brought us to this point. This talk helps bring clarity to the container runtime landscape, and especially shows the interesting work being done in additional isolation technologies like gVisor, AWS Firecracker, and Kata containers and why that may be of value to consider for certain security or workload constraints. In the end, especially as we have two major runtimes as CNCF projects, this talk hopefully brings a level of insight to practitioners, developers, and operators as to why clusters may choose various runtimes and how new features in Kubernetes like RuntimeClass are making it easier to support mixed clusters that can support the needs of workloads with different isolation features or requirements. Scoring Guidelines To help you further understand what is considered while the program committee and co-chairs are reviewing your proposal, please review the Scoring Guidelines and Best Practices page . Code of Conduct The Linux Foundation and its project communities are dedicated to providing a harassment-free experience for participants at all of our events. We encourage all submitters to review our complete Code of Conduct . CFP Questions? If you have any questions regarding the CFP process, please contact Nanci Lancaster: cfp@cncf.io Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Schedule Interactive Sessions Co-Located Events Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:26 |
https://docs.devcycle.com/cli-guides/environments | Environments | DevCycle Docs Skip to main content Home SDKs APIs Management API Bucketing API Integrations CLI / MCP Best Practices Community Blog Discord Search Sign Up CLI / MCP Overview CLI CLI Reference CLI User Guides Projects Environments SDK Keys Features Variables Variations Targeting Rules Self-Targeting CLI User Guides MCP MCP Getting Started MCP Reference MCP User Guides Incident Investigation CLI CLI User Guides Environments On this page CLI: Environments Manage Once you have installed and authorized the CLI, select your relevant organization and project then run one of the following commands depending on your use case: To retrieve all environment information for a project from the management API. dvc environments get You will be prompted to select an existing environment and should be presented with something which looks like the following (which represents the development environment for project): { "_id" : "1qw2e3r4t5y6y" , "_project" : "6y5t4r3e2w" , "name" : "Development" , "key" : "development" , "type" : "development" , "_createdBy" : "google-oauth2|q1w2e3r4t5y6y6" , "createdAt" : "2023-07-26T16:28:16.186Z" , "updatedAt" : "2023-07-26T16:28:16.186Z" , "sdkKeys" : { "mobile" : [ { "key" : "dvc_mobile_abc12345" , "createdAt" : "2023-07-26T16:28:16.183Z" , "compromised" : false , "compromised_url" : "" } ] , "client" : [ { "key" : "dvc_client_abc12345" , "createdAt" : "2023-07-26T16:28:16.182Z" , "compromised" : false , "compromised_url" : "" } ] , "server" : [ { "key" : "dvc_server_abc12345" , "createdAt" : "2023-07-26T16:28:16.183Z" , "compromised" : false , "compromised_url" : "" } ] } , "readonly" : false } To list the keys of all environments in a project enter: dvc environments list You should be presented with something which looks like the following: [ "development" , "production" , "staging" ] Create Once you have installed and authorized the CLI, select your relevant organization and project then run the following command: dvc environments create You will be prompted to set a Name, Key, Description (Optional), and the type of environment (Development, Staging, Production or Disaster Recovery). If successful you will receive something which resembles the following (which demonstrates creating a new disaster_recovery environment called Disaster Recovery Environment ): { "_id" : "1234asdfg" , "_project" : "5431234123sdfsdfsdf" , "name" : "Disaster Recovery Environment" , "key" : "disaster-recovery-environment" , "type" : "disaster_recovery" , "description" : "" , "_createdBy" : "google-oauth2|q1w2e3rt5y6" , "createdAt" : "2023-07-26T21:52:03.250Z" , "updatedAt" : "2023-07-26T21:52:03.250Z" , "sdkKeys" : { "mobile" : [ { "key" : "dvc_mobile_abcdefg1234" , "createdAt" : "2023-07-26T21:52:03.249Z" , "compromised" : false , "compromised_url" : "" } ] , "client" : [ { "key" : "dvc_client_abcdefg1234" , "createdAt" : "2023-07-26T21:52:03.248Z" , "compromised" : false , "compromised_url" : "" } ] , "server" : [ { "key" : "dvc_server_abcdefg1234" , "createdAt" : "2023-07-26T21:52:03.249Z" , "compromised" : false , "compromised_url" : "" } ] } , "readonly" : false } Update Once you have installed and authorized the CLI, select your relevant organization and project then run the following command: dvc environments update You will be prompted to select an environment you would like to update, and can update the name ,and description . If the change is successful you should receive a response which resembles something like is found below (which demonstrates changing the name of Disaster Recovery Environment to Disaster Recovery ): { "_id" : "1234asdfg" , "_project" : "5431234123sdfsdfsdf" , "name" : "Disaster Recovery" , "key" : "disaster-recovery-environment" , "type" : "disaster_recovery" , "description" : "" , "_createdBy" : "google-oauth2|q1w2e3rt5y6" , "createdAt" : "2023-07-26T21:52:03.250Z" , "updatedAt" : "2023-07-26T21:52:03.250Z" , "sdkKeys" : { "mobile" : [ { "key" : "dvc_mobile_abcdefg1234" , "createdAt" : "2023-07-26T21:52:03.249Z" , "compromised" : false , "compromised_url" : "" } ] , "client" : [ { "key" : "dvc_client_abcdefg1234" , "createdAt" : "2023-07-26T21:52:03.248Z" , "compromised" : false , "compromised_url" : "" } ] , "server" : [ { "key" : "dvc_server_abcdefg1234" , "createdAt" : "2023-07-26T21:52:03.249Z" , "compromised" : false , "compromised_url" : "" } ] } , "readonly" : false } Edit this page Last updated on Jan 9, 2026 Previous Projects Next SDK Keys Manage Create Update DevCycle Dashboard Blog Privacy Policy Twitter Discord GitHub Copyright © 2026 DevCycle. All rights reserved. | 2026-01-13T08:48:26 |
https://stackoverflow.blog/architecture/ | architecture - 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. architecture Related Tags microservices software architecture AI generative AI Subscribe to the podcast Get The Stack Overflow Podcast at your favorite listening service. Apple Podcasts Overcast Overcast Pocket Casts Spotify RSS feed January 1, 2026 Documents: The architect’s programming language Senior developers know how to deploy code to systems made of code. Architects know how to deploy ideas to systems made of people. Isaac Lyman 2 comment s architecture documentation December 5, 2025 Treating your agents like microservices Ryan is joined by Outshift by Cisco’s VP of Engineering Guillaume De Saint Marc to discuss the future of multi-agent architectures as microservices, the challenges and limitations of the infrastructure for these multi-agent systems, and the importance of communication protocols and interoperability in order to build decentralized and scalable architectures. Phoebe Sajor 0 comment s AI agents architecture microservices autonomous agents The Stack Overflow Podcast August 28, 2025 Moving the public Stack Overflow sites to the cloud: Part 1 Stack Overflow, born on the bare metal racks of a data center, ascends to the cloud. Wouter de Kort , Jason Schwanz 3 comment s platform engineering cloud migration architecture software architecture June 6, 2025 Banking on a serverless world Kathleen Vignos, VP of Software Engineering at Capital One, sits down with Ryan to explore shifting to 100% serverless architecture in enterprise, deploying talent for better customer experience, and fostering AI innovation and tech advancements in a regulated banking environment. Phoebe Sajor 1 comment The Stack Overflow Podcast serverless fintech AI generative AI architecture software architecture software engineering May 6, 2025 Mastering microservices with a former Uber and Netflix architect Ryan welcomes Jeu George, cofounder and CEO of Orkes, to the show for a conversation about microservices orchestration. They talk through the evolution of microservices, the role of orchestration tools, and the importance of reliability in distributed systems. Their discussion also touches on the transition from open-source solutions to managed services, integration opportunities for AI agents, and the future of microservices in cloud computing. Eira May 1 comment The Stack Overflow Podcast AI architecture software architecture microservices workflow automation platform engineering agentic AI AI agents autonomous agents cloud computing Open Source May 2, 2025 Improving on a 30-year-old hardware architecture At HumanX 2025, Ryan chatted with Rodrigo Liang, cofounder and CEO of SambaNova, about reimagining 30-year-old hardware architecture for the AI era. Eira May 0 comment s The Stack Overflow Podcast generative AI AI hardware architecture software architecture llm humanx 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 August 22, 2024 LLMs evolve quickly. Their underlying architecture, not so much. The decoder-only transformer architecture is one of the most fundamental ideas in AI research. Cameron R. Wolfe, PhD 0 comment s llm architecture AI contributed October 24, 2023 Composable architecture On this episode Ryan and Stack Overflow Director of Brand Design David Longworth chat with Matt Biilmann, CEO and co-founder of Netlify, about composable architecture, how making it easier to code will create more developers, and why the future of the front end is portability. Ryan Donovan 0 comment s netlify architecture software architecture The Stack Overflow Podcast front-end jamstack January 17, 2022 Plan for tradeoffs: You can’t optimize all software quality attributes An essential part of requirements analysis is understanding which quality characteristics are the most important so that designers can address them appropriately. Karl Wiegers 4 comment s architecture Code for a Living software engineering contributed 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 | 2026-01-13T08:48:26 |
https://events.linuxfoundation.org/openapi-asc/program/cfp/#requirements-considerations | Call For Proposals (CFP) | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Call For Proposals (CFP) Skip to page section Overview General Info + Dates to Remember Program Co-Chairs Requirements + Considerations How to Submit Your Proposal Sample Submission Code of Conduct CFP Questions? Overview The KubeCon + CloudNativeCon North America 2020 Call for Proposals (CFP) is now closed . For any questions regarding the CFP process, please email cfp@cncf.io . General Info + Dates to Remember KubeCon + CloudNativeCon brings together adopters, developers, and practitioners to collaborate face-to-face. Engage with the leaders of Kubernetes, Prometheus, and other CNCF-hosted projects as we set the direction for the cloud native ecosystem. Dates to Remember CFP Opens: Wednesday, April 22, 2020 CFP Closes: 11:59pm Pacific Daylight Time (PDT), Sunday, July 12, 2020 CFP Notifications: Tuesday, September 29, 2020 Schedule Announcement: Thursday, October 1, 2020 Event Dates: Tuesday, November 17 – Friday, November 20 Reminder: This is a community conference — so no product and/or vendor sales pitches. First Time Submitting? Don’t Feel Intimidated CNCF events are an excellent way to get to know the community and share your ideas and the work that you are doing. You do not need to be a chief architect or long-time industry pundit to submit a proposal, in fact, we strongly encourage first-time speakers to submit talks for all of our events. Our events are working conferences intended for professional networking and collaboration in the CNCF community and we work closely with our attendees, sponsors and speakers to help keep CNCF events professional, welcoming, and friendly. If you have any questions on how to submit a proposal or the event in general, please contact cfp@cncf.io . Program Co-Chairs Constance Caramanolis Constance is a principal software engineer at Splunk, formerly Omnition, contributing to OpenTelemetry. Previous to Omnition, she worked at Lyft as part of the data platform and server networking teams. While at Lyft, Constance built, deployed, and configured Envoy internally, and maintained the open source project. Stephen Augustus Stephen Augustus is an active leader in the upstream Kubernetes community. He currently serves as a Special Interest Group Chair (SIG Release, SIG PM), a Release Manager, and a subproject owner for Azure, a Program Committee member for KubeCon (Barcelona, Shanghai, San Diego), and Track Chair for KubeCon Amsterdam. He has served on the Kubernetes Release Team for multiple releases, built the Release Team for a few releases, and established the new Release Engineering subproject. When not focused on Kubernetes project governance, Stephen participates in Meet Our Contributors (a monthly series geared towards answering contributor questions), writes blog posts about new enhancements to the ecosystem, chats with media analysts about Kubernetes, and reviews new membership requests for Kubernetes GitHub organizations. Stephen leads the Cloud Native Tools & Advocacy team at VMware, driving meaningful interactions between internal teams and the Open Source community, advocating the use of Cloud Native solutions, and hacking on tools that make life easier for developers and operations folk alike. He has previously held SRE/Production Engineering/DevOps-ey roles, as well as customer-facing infrastructure delivery roles at Cloud Native leaders, including CoreOS and Red Hat. When he’s not behind a keyboard or in front of a customer, he’s captaining teams in multiple billiards sports leagues. Requirements + Considerations Requirements Any platforms or tools you are describing need to be open source . You are limited to be listed as a speaker on up to two proposals submitted to the CFP for consideration, regardless of the format. If we find that you are listed on more than two, we will contact you to remove any proposals over the limit . UPDATED: You may only speak on one panel and one non-panel accepted session chosen from the CFP at KubeCon + CloudNativeCon North America 2020. (Note: Maintainer Track sessions are separate from CFP policies.) We will not select a submission that has already been presented elsewhere or at a previous KubeCon + CloudNativeCon. If your submission is very similar to a previous talk, please include information on how this version will be different. Specifically, if you gave a talk at KubeCon + CloudNativeCon in Europe, China, or North America 2019, please do not submit the same talk to North America 2020. It will automatically not be accepted to maintain content diversity. Consider the Following as You Write Your Proposal What do you expect the audience to gain from your presentation? Why should YOU be the one to give this talk? You have a unique story. Tell it. Be prepared to explain how this fits into the CNCF and overall Open Source Ecosystem. We definitely do not expect every presentation to have code snippets and technical deep-dives but here are two things that you should avoid when preparing your proposal because they are almost always rejected due to the fact that they take away from the integrity of our events, and are rarely well-received by conference attendees: Sales or marketing pitches Unlicensed or potentially closed-source technologies There are plenty of ways to give a presentation about projects and technologies without focusing on company-specific efforts. Remember the things to consider that we mentioned above when writing your proposal and think of ways to make it interesting for attendees while still letting you share your experiences, educate the community about an issue, or generate interest in a project. How to Submit Your Proposal We have done our best to make the submission process as simple as possible. Here is what you will need to prepare: 1. Choose a submission format (NEW formats!): Solo Presentation : 35-minute presentation, limited to 1 speaker Dual Presentation : 35-minute presentation, limited to 2 speakers AMA (Ask Me Anything): 35-minute, interview-like session, that takes place between an individual and the attendees or and individual and an interviewer asking questions, max of 2 participants (which includes the interviewer) Panel: 35 minutes of discussion amongst 3 to 5 speakers Tutorial: 90-minute, in-depth, hands-on presentation with 1–4 speakers Note: All submissions with 3–5 speakers are required to have at least one speaker that does not identify as a man and the speakers must not all be from the same company. 2. Choose which CNCF hosted software your presentation will be focused on ( Choose all that apply ): containerd (Graduated) CoreDNS (Graduated) Envoy (Graduated) Fluentd (Graduated) Helm ( Graduated ) Jaeger (Graduated) Kubernetes (Graduated) Prometheus (Graduated) TUF (Graduated) Vitess (Graduated) Argo (Incubating) CloudEvents (Incubating) CNI (Incubating) CRI-O (Incubating) Dragonfly (Incubating) etcd (Incubating) Falco (Incubating) gRPC (Incubating) Harbor (Incubating) Linkerd (Incubating) NATS (Incubating) Notary (Incubating) Open Policy Agent (Incubating) OpenTracing (Incubating) Rook (Incubating) TiKV (Incubating) Brigade (Sandbox) Buildpacks (Sandbox) ChubaoFS (Sandbox) Cortex (Sandbox) Flux (Sandbox) In-toto (Sandbox) KEDA (Sandbox) KubeEdge (Sandbox) KubeVirt (Sandbox) Longhorn (Sandbox) Network Service Mesh (Sandbox) OpenEBS (Sandbox) OpenMetrics (Sandbox) OpenTelementry (Sandbox) Service Mesh Interface (Sandbox) SPIFFE (Sandbox) SPIRE (Sandbox) Strimzi (Sandbox) Telepresence (Sandbox) Thanos (Sandbox) Virtual Kubelet (Sandbox) Volcano (Sandbox) 3. Choose a topic to narrow down the focus (NEW topics!): 101 (dedicated sessions for attendees who are new to the conference overall and/or beginners to the conference content, i.e. Kubernetes 101) Application & Development (includes Helm, Brigade, Telepresence, & Buildpacks) CI/CD (including Harbor, Dragonfly, & Flux) Community Customizing & Extending Kubernetes (including KubeVirt & Volcano) Machine Learning & Data Networking (includes CoreDNS, CNI, gRPC, NATS, KubeEdge, Network Service Mesh, & Strimzi) Observability (includes Fluentd, Prometheus, Jaeger, OpenTracing, OpenMetrics, Cortex, OpenTelemetry, & Thanos) Operations (including Argo) Performance Runtimes (includes containerd & CRI-O) Security, Identity & Policy (includes Notary, OPA, TUF, SPIFFE/SPIRE, and in-toto) Serverless (includes CloudEvents, Virtual Kubelet, & KEDA) Service Mesh (includes Envoy, Linkerd and Service Mesh Interface) Storage (includes Rook, Vitess, OpenEBS, Longhorn, & ChubaoFS) Note: If your presentation is a case study, please choose which topic it best associates with from the list above and then choose “yes” for the question that asks if your presentation is a case study within the form. Final tracks for the conference will be based on accepted submissions. 4. Provide a detailed and focused description with a max of 900 characters. This is what will be used on the online schedule if your talk is accepted. 5. Provide more in-depth information in the “ Benefits to the Ecosystem ” section. This is your opportunity to elaborate on your content and share any more details with the committee with a max of 1,500 characters. 6. Provide a biography for all speakers , including previous speaking experience. 7. Provide resources to enhance your proposal. These can be videos of you or your speakers presenting elsewhere, links to personal websites (including LinkedIn), links to your open source projects, or published books. 8. If you choose to submit a tutorial please explicitly mention what the audience will learn from or walk away with after attending your session. Additionally, please indicate what prerequisites (if any) are needed for the attendee to know prior to attending, and if any materials should be brought with them or downloaded ahead of time (i.e. must install software) prior to attending. Sample Submission Your session description will be the cornerstone of your proposal. This is your chance to *sell* your talk to the program committee, so do your best to highlight the problem/contribution/work that you are addressing in your presentation. The technical details are still important, but the relevance of what you are presenting will help the program committee during the selection process. This is the description that will be posted on the website schedule , so please ensure that it is in complete sentences (and not just bullet points), free of typos and that it is written in the third person (use your name instead of “I”). Example: OCI, CRI, ??: Making Sense of the Container Runtime Landscape in Kubernetes – You’ve probably heard about the OCI—a standardization effort to share a common definition for container runtime, image, and image distribution. Add to that the CRI (container runtime interface) in Kubernetes—designed to abstract the container runtime from the kubelet—and you may start to wonder what all these standards and interfaces mean for you in a Kubernetes world. As of this year, a long list of runtimes, including CNCF projects containerd and cri-o, all implement the CRI. But did you know there are quite a few others? The unique number of CRI combinations is growing, all of which use the common OCI definitions for runtime and image interoperability. But how would you decide which container runtime is right for you? Clearly each one has tradeoffs. This talk will help describe the current landscape and give you details on the why and how of each CRI implementation available today. Benefits to the Ecosystem This is your chance to elaborate. Tell us how the content of your presentation will help better the ecosystem or anything you wish to share with the co-chairs and program committee. We realize that this can be a difficult question to answer, but as with the description, the relevance of your presentation is just as important as the content. Max of 1,500 characters. Example: It is a repeating comment across the CNCF ecosystem that the number of choices for container runtime is confusing, especially for those who are newer to our ecosystem. Even for those who many have heard the names–Docker, containerd, cri-o–even they are curious as to the reasons why there are many varied runtimes available to implement the CRI interface for Kubernetes, and what is the history that brought us to this point. This talk helps bring clarity to the container runtime landscape, and especially shows the interesting work being done in additional isolation technologies like gVisor, AWS Firecracker, and Kata containers and why that may be of value to consider for certain security or workload constraints. In the end, especially as we have two major runtimes as CNCF projects, this talk hopefully brings a level of insight to practitioners, developers, and operators as to why clusters may choose various runtimes and how new features in Kubernetes like RuntimeClass are making it easier to support mixed clusters that can support the needs of workloads with different isolation features or requirements. Scoring Guidelines To help you further understand what is considered while the program committee and co-chairs are reviewing your proposal, please review the Scoring Guidelines and Best Practices page . Code of Conduct The Linux Foundation and its project communities are dedicated to providing a harassment-free experience for participants at all of our events. We encourage all submitters to review our complete Code of Conduct . CFP Questions? If you have any questions regarding the CFP process, please contact Nanci Lancaster: cfp@cncf.io Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Schedule Interactive Sessions Co-Located Events Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Terms of Use | Privacy Policy | Bylaws | Antitrust Policy | Good Standing Policy . | 2026-01-13T08:48:27 |
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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 Forem Close # ec2 Follow Hide Create Post Older #ec2 posts 1 2 3 4 5 6 7 8 9 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu 🩺 How I Troubleshoot an EC2 Instance in the Real World (Using Instance Diagnostics) Venkata Pavan Vishnu Rachapudi Venkata Pavan Vishnu Rachapudi Venkata Pavan Vishnu Rachapudi Follow for AWS Community Builders Jan 12 🩺 How I Troubleshoot an EC2 Instance in the Real World (Using Instance Diagnostics) # aws # ec2 # linux # cloud 4 reactions Comments Add Comment 5 min read Logging Into EC2 Is Easy… Until You Pick the Wrong Way Aishwary Gathe Aishwary Gathe Aishwary Gathe Follow Jan 9 Logging Into EC2 Is Easy… Until You Pick the Wrong Way # aws # cloud # security # ec2 1 reaction Comments 1 comment 3 min read Deploying a Node.js Application on AWS EC2 with Apache Dipu Raj Dipu Raj Dipu Raj Follow Jan 2 Deploying a Node.js Application on AWS EC2 with Apache # node # aws # ec2 # apache Comments Add Comment 1 min read Building a Multi-Channel AWS EC2 Spot Instance Interruption Alert System Prashant Gupta Prashant Gupta Prashant Gupta Follow Jan 1 Building a Multi-Channel AWS EC2 Spot Instance Interruption Alert System # aws # ec2 # monitoring Comments Add Comment 11 min read 🎭 AWS 120: Giving Your Servers a Voice - Creating an IAM Role Hritik Raj Hritik Raj Hritik Raj Follow Dec 31 '25 🎭 AWS 120: Giving Your Servers a Voice - Creating an IAM Role # aws # iam # ec2 # 100daysofcloud Comments Add Comment 3 min read AWS EC2 인스턴스 설정 및 기본 구성 가이드 dss99911 dss99911 dss99911 Follow Dec 31 '25 AWS EC2 인스턴스 설정 및 기본 구성 가이드 # infra # devops # aws # ec2 Comments Add Comment 1 min read Publish Jekyll on Amazon Linux2 on EC2 dss99911 dss99911 dss99911 Follow Dec 31 '25 Publish Jekyll on Amazon Linux2 on EC2 # tools # jekyll # aws # ec2 Comments Add Comment 3 min read Migrate Droplet from DO to AWS using AWS Migration Application Service (MGN) Nam La Nam La Nam La Follow Dec 29 '25 Migrate Droplet from DO to AWS using AWS Migration Application Service (MGN) # aws # ec2 Comments Add Comment 4 min read Beyond Static: Launching My First EC2 Instance with User Data Eric Rodríguez Eric Rodríguez Eric Rodríguez Follow Dec 29 '25 Beyond Static: Launching My First EC2 Instance with User Data # aws # ec2 # linux # devops Comments Add Comment 1 min read 🚨 AWS 130: Routing the Private Way - Implementing a NAT Instance Hritik Raj Hritik Raj Hritik Raj Follow Jan 10 🚨 AWS 130: Routing the Private Way - Implementing a NAT Instance # aws # networking # ec2 # 100daysofcloud 2 reactions Comments Add Comment 3 min read Deploy Node.js App on EC2 Using Docker Image Mayank Tamrkar Mayank Tamrkar Mayank Tamrkar Follow Dec 28 '25 Deploy Node.js App on EC2 Using Docker Image # docker # ec2 # programming Comments Add Comment 3 min read Amazon EC2 – Instance Types & Sizing (Beginner-Friendly Notes) Micheal Angelo Micheal Angelo Micheal Angelo Follow Jan 4 Amazon EC2 – Instance Types & Sizing (Beginner-Friendly Notes) # aws # ec2 # cloudcomputing # beginners Comments Add Comment 2 min read 🛡️ AWS 109: The Ultimate Safety Net - Enabling EC2 Termination Protection Hritik Raj Hritik Raj Hritik Raj Follow Dec 20 '25 🛡️ AWS 109: The Ultimate Safety Net - Enabling EC2 Termination Protection # aws # ec2 # cloudsecurity # 100daysofcloud Comments Add Comment 3 min read 🛡️ AWS 108: Adding a Safety Latch - Enabling EC2 Stop Protection Hritik Raj Hritik Raj Hritik Raj Follow Dec 19 '25 🛡️ AWS 108: Adding a Safety Latch - Enabling EC2 Stop Protection # ec2 # cloudsecurity # devops # 100daysofcloud Comments Add Comment 3 min read 📉 AWS 107: Save Money by Rightsizing - How to Change an EC2 Instance Type Hritik Raj Hritik Raj Hritik Raj Follow Dec 18 '25 📉 AWS 107: Save Money by Rightsizing - How to Change an EC2 Instance Type # aws # ec2 # cloudoptimization # 100daysofcloud Comments Add Comment 3 min read Amazon EC2 in Cloud Computing: Features, Use Cases, and Pricing ABITHA N 24CB001 ABITHA N 24CB001 ABITHA N 24CB001 Follow Dec 18 '25 Amazon EC2 in Cloud Computing: Features, Use Cases, and Pricing # devops # webdev # ec2 # aws Comments Add Comment 2 min read 💻 AWS 106: The Moment of Truth! Launching Your First EC2 Instance Hritik Raj Hritik Raj Hritik Raj Follow Dec 17 '25 💻 AWS 106: The Moment of Truth! Launching Your First EC2 Instance # aws # ec2 # devops # 100daysofcloud Comments Add Comment 4 min read How to Launch an EC2 Instance in AWS Samuel Ojo Samuel Ojo Samuel Ojo Follow Dec 20 '25 How to Launch an EC2 Instance in AWS # webdev # aws # ec2 # cloud Comments Add Comment 4 min read AWS AMI cross-region replication and sharing kingyou kingyou kingyou Follow Dec 15 '25 AWS AMI cross-region replication and sharing # aws # ec2 Comments Add Comment 2 min read Docker-Compose Gettings IAM Error Credentials Daniel Sim-Xien Daniel Sim-Xien Daniel Sim-Xien Follow Dec 12 '25 Docker-Compose Gettings IAM Error Credentials # aws # ec2 # iam # docker 1 reaction Comments Add Comment 2 min read Auto-stop EC2 on low CPU, then auto-start on HTTPS request — how to keep a “front door” while the instance is off? JawherKassas JawherKassas JawherKassas Follow Dec 13 '25 Auto-stop EC2 on low CPU, then auto-start on HTTPS request — how to keep a “front door” while the instance is off? # aws # ec2 # cloud # devops Comments Add Comment 2 min read EC2 Lab: Launching an Instance in a Private Subnet (Private Access) Andres Figueroa Andres Figueroa Andres Figueroa Follow Dec 9 '25 EC2 Lab: Launching an Instance in a Private Subnet (Private Access) # aws # ec2 # private Comments Add Comment 4 min read [AWS] 1. IAM (Identity and Access Management) & AWS CLI (Command Line Interface) Sangwoo Lee Sangwoo Lee Sangwoo Lee Follow Nov 30 '25 [AWS] 1. IAM (Identity and Access Management) & AWS CLI (Command Line Interface) # aws # iam # ec2 # devops Comments Add Comment 5 min read From Zero to Automation: Setting Up Puppet Master & Agent on AWS EC2 Krisha Arya Krisha Arya Krisha Arya Follow Dec 2 '25 From Zero to Automation: Setting Up Puppet Master & Agent on AWS EC2 # puppet # aws # ec2 # automation Comments Add Comment 3 min read AWS Cloud Practitioner Questions | EC2 SAA Level Minoltan Issack Minoltan Issack Minoltan Issack Follow Nov 30 '25 AWS Cloud Practitioner Questions | EC2 SAA Level # ec2 # ec2placementgroups # ec2hibernate # aws Comments Add Comment 2 min read loading... trending guides/resources Create and run Windows on Arm virtual machines on AWS Graviton processors using QEMU and KVM Self Hosting n8n on AWS EC2 instance (Step-by-step Guide) 🚨 AWS 130: Routing the Private Way - Implementing a NAT Instance EC2 Lab: Launching an Instance in a Private Subnet (Private Access) The Most Popular AWS Services You Probably Should Use: Key Picks & Why They Matter Elastic Container Service on AWS - How to Get Started Step-by-Step Automated Cloud Migrations with Kiro and the Arm MCP Server How to Automate Instance Management with AWS SDK for Python (Boto3) Migrate Droplet from DO to AWS using AWS Migration Application Service (MGN) Automate NGINX Deployment on AWS EC2 Server using Bash Script 💻 AWS 106: The Moment of Truth! Launching Your First EC2 Instance Automating EC2 Recovery with AWS Lambda and CloudWatch AWS AMI cross-region replication and sharing AWS Cloud Practitioner Questions | EC2 Fundamentals Launch an AWS EC2 Instance [AWS] 1. IAM (Identity and Access Management) & AWS CLI (Command Line Interface) 🛡️ AWS 109: The Ultimate Safety Net - Enabling EC2 Termination Protection How to Create Auto Scaling Groups of EC2 Instances for High Availability AWS EC2 인스턴스 설정 및 기본 구성 가이드 Auto-stop EC2 on low CPU, then auto-start on HTTPS request — how to keep a “front door” while the... 💎 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 Forem — 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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https://events.linuxfoundation.org/archive/2020/kubecon-cloudnativecon-north-america/ | KubeCon + CloudNativeCon North America 2020 | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. KubeCon + CloudNativeCon North America November 17 – 20 #KubeCon + #CloudNativeCon register now VIEW THE VIRTUAL SCHEDULE JOIN THE EVENT KubeCon + CloudNativeCon North America 2020 Virtual is a wrap! Thank you to all the attendees and sponsors that joined us online. The conference sessions and keynotes will be available on-demand to registrants in the Intrado platform until Friday, April 30, 2021. To experience the best of this year’s event be sure to watch the keynotes and breakout sessions on YouTube in early December! Review session slides from speakers who provided them + closed caption transcripts via the event schedule . Already registered? Access the event platform. Not registered but want to access the event platform? Register Now! CNCF Twitch Channel Thank you for joining us on Twitch throughout KubeCon + CloudNativeCon! Follow us for updates on new programming coming soon! TAKE THE POST EVENT SURVEY Save the Dates! KubeCon + CloudNativeCon Europe 2021 – Virtual May 4 – 7 | Virtual | CFP closes on December 13, 2020 – submit your talk now! KubeCon + CloudNativeCon North America 2021 October 12-15 | Los Angeles, CA WHAT ATTENDEES ARE SAYING It's so awesome to see people from all over the world in the #cloudnativecon #kubecon Slack! I have to say I love #virtualconferences . It's great to see people coming up with ways to hang out and connect. I ❤️ #opensource #community — Leonardo Murillo (@murillodigital) November 16, 2020 https://twitter.com/zacharyschafer/status/1329137185380065282 Seriously @CloudNativeFdn has done a phenomenal job with #KubeCon + #CloudNativeCon this time around. The site is easy to navigate and looks really appealing. I'm excited to dig in. Events team and @pritianka – ya'll are doing a great job growing Dan's legacy 🙂 — Michelle Dhanani (@michelledhanani) November 18, 2020 What a brilliant job done by team @CloudNativeFdn in creating such an amazing platform for #kubeconNA + #CloudNativeCon 🙌🙌 Thanks a lot @pritianka for this spectacular organisation of the Conference ✨ From sessions, games, swags to job boards – everything is just 💯💯 — Mritunjay Sharma (@mritunjay394) November 18, 2020 The one thing I can say about #KubeCon , even virtually, is how inspiring it is. Lots of things I want to play with, try, fix, and experiment with. — @cab105@infosec.exchange (@cab105) November 19, 2020 "Diversity powered resilience" – a good tagline for #opensource #teamCloudNative @pritianka kicking off the #KubeCon #CloudNativeCon keynote after a touching tribute to @dankohn1 — Stuart Miniman (@stu) November 18, 2020 If you've noticed that the speakers at #KubeCon are more diverse than most other conferences you can thank @dankohn1 for that. It's an endearing part of his legacy in the cloud native world. #TeamCloudNative #diversity #inclusion . — Jim St. Leger (@JimStLeger) November 18, 2020 Some friendly faces and cheese jokes at #KubeCon AMA Happy Hour on #twitch with @pritianka @arieljatib @aronchick Josh Berkus @marstokt @IanColdwater @ccaramanolis @LachlanEvenson @stephenaugustus @PopcastPop and more Follow us on: https://t.co/wkHOpYauTP pic.twitter.com/WIJbtmiRwA — Archy 🇨🇦 (@archyufa) November 20, 2020 The most valuable @CloudNativeFdn project is Our Community. We have to uphold our inclusive systems, behavioral standards, and culture of mentorship. People are welcome here and we value them. This is beautiful and precious. #KubeCon — Leigh Capili 🧋 (@capileigh) November 19, 2020 "Never doubt that there is a place for you in #TeamCloudNative ."💖 @pritianka #kubecon pic.twitter.com/RxjXUwPsGV — Bridget Kromhout (@bridgetkromhout) November 18, 2020 Have you seen this yet?? What is a better way to chat with others during KubeCon? Networking part ✅ If you want to join us: https://t.co/mmLkM8hjjt #kubeconNA #kubecon pic.twitter.com/EuBCxhUpLj — Katie Gamanji (@k_gamanji) November 18, 2020 #KubeCon PSA: The Kubernetes community is awesome and welcoming, especially if you're new and shy! 💙 I'm coldwater on Slack and I'm very friendly and approachable. Feel free to reach out if you have any questions about SIG Security or anything else, or just want to say hi. 🤗 — Ian Coldwater 📦💥 (@IanColdwater) November 16, 2020 ATTENDEE SELFIES The Cloud Native Computing Foundation’s flagship conference gathers adopters and technologists from leading open source and cloud native communities virtually from November 17 – 20, 2020. Join containerd, CoreDNS, Envoy, Fluentd, Harbor, Helm, Jaeger, Kubernetes, Prometheus, Rook, TiKV, TUF, Vitess, Argo, CloudEvents, CNI, Contour, Cortex, CRI-O, Dragonfly, etcd, Falco, gRPC, KubeEdge, Linkerd, NATS, Notary, Open Policy Agent, OpenTracing, Operator Framework, SPIFFE, SPIRE, and Thanos as the community gathers for four days to further the education and advancement of cloud native computing. The obvious conclusion: If you’re interested in enterprise IT infrastructure, Kubernetes should be your technology of choice, and KubeCon is the place to be. – Jason Bloomberg, SiliconANGLE VIRTUAL SCHEDULE AT-A-GLANCE VIEW THE FULL SCHEDULE Tuesday, November 17 Explore Tuesday >> 10:00 AM – 6:00 PM EST Expo Hall 10:00 AM – 6:15 PM EST Co-Located Events Wednesday, November 18 Explore Wednesday >> 12:00 – 7:30 PM EST Expo Hall 1:00 – 6:20 PM EST Keynotes + Breakout Sessions Thursday, November 19 Explore Thursday >> 12:00 – 7:30 PM EST Expo Hall 1:00 – 6:15 PM EST Keynotes + Breakout Sessions Friday, November 20 Explore Friday >> 12:00 – 7:00 PM EST Expo Hall 1:00 – 6:30 PM EST Keynotes + Breakout Sessions Program Co-Chairs Constance Caramanolis Principal Software Engineer, Splunk Constance is a senior software engineer at Splunk, formerly Omnition, contributing to OpenTelemetry. Previous to Omnition, she worked at Lyft as part of the data platform and server networking teams. While at Lyft, Constance built, deployed, and configured Envoy internally, and maintained the open source project. Stephen Augustus Head of Open Source, Emerging Technologies & Incubation Division, Cisco Stephen is a Black engineering director and leader in open source communities. He is Cisco’s first Head of Open Source, within the Emerging Technologies & Incubation division. For Kubernetes , he has co-founded transformational elements of the project, including the KEP (Kubernetes Enhancements Proposal) process, the Release Engineering subproject, and Working Group Naming. Stephen has also previously served as a chair for both SIG PM and SIG Azure. He continues his work in Kubernetes as a Chair for SIG Release , a Lead for WG Naming, and an owner of Enhancements subproject. Across the wider CNCF (Cloud Native Computing Foundation) ecosystem, Stephen has the pleasure of being one of the Program Chairs for KubeCon / CloudNativeCon , the cloud native community’s flagship conference, a SIG Contributor Strategy Chair, and a maintainer for the Dex project. He is a prolific contributor to CNCF projects, amongst the top 25 (as of writing) code/content committers, all-time. In 2020, Stephen co-founded the Inclusive Naming Initiative , a cross-industry group dedicated to helping projects and companies make consistent, responsible choices to remove harmful language across codebases, standards, and documentation. He leads multiple workstreams here and maintains the initiative’s infrastructure. He has previously held positions at VMWare (via Heptio), Red Hat, and CoreOS. Stephen is based in New York City. Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . #KubeCon + #CloudNativeCon Register Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Schedule Interactive Sessions Co-Located Events Contact Us Copyright © 2026 The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. 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https://aws.amazon.com/app-mesh/ | Application Networking Service – AWS App Mesh – Amazon Web Services Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS App Mesh Overview Features Pricing Getting Started FAQs More Products › Networking and Content Delivery › AWS App Mesh End of support notice: On September 30th, 2026, AWS will discontinue support for AWS AppMesh. After September 30th, 2026, you will no longer be able to access the AWS AppMesh console or AWS AppMesh resources. For more information, see the blog post. AWS App Mesh Application-level networking for all your services Why App Mesh? Play Benefits of App Mesh Streamline Streamline operations, implement custom traffic routing rules, and configure and standardize how traffic flows between your services. Optimize Capture metrics, logs, and traces from your applications to quickly identify and isolate issues and optimize your application. Enhance security Enhance network security with authentication controls and encrypted requests between services—even within your private network. Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? Cloud Computing Concepts Hub AWS Cloud Security What's New Blogs Press Releases Resources Getting Started Training AWS Trust Center AWS Solutions Library Architecture Center Product and Technical FAQs Analyst Reports AWS Partners Developers Builder Center SDKs & Tools .NET on AWS Python on AWS Java on AWS PHP on AWS JavaScript on AWS Help Contact Us File a Support Ticket AWS re:Post Knowledge Center AWS Support Overview Get Expert Help AWS Accessibility Legal English Back to top Amazon is an Equal Opportunity Employer: Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age. x facebook linkedin instagram twitch youtube podcasts email Privacy Site terms Cookie Preferences © 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved. | 2026-01-13T08:48:27 |
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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 Linux Follow Hide What are clouds made of? Linux servers, mostly. Create Post submission guidelines Articles and discussions should be directly related to Linux operating systems. Questions are encouraged (see the #help tag). Content with the main focus on bash or the Unix shell is permitted, but don't forget to add the #bash or #unix tag as you see it fitting. Articles mainly about WSL should be tagged with #wsl instead of #linux. about #linux Linux is a family of free and open source operating systems built on top of the Linux kernel, first released on 1991 by Linus Torvalds. Older #linux posts 72 73 74 75 76 77 78 79 80 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu From "It Works on My Machine" to Production Hero: A Bash Journey Heinan Cabouly Heinan Cabouly Heinan Cabouly Follow Jun 10 '25 From "It Works on My Machine" to Production Hero: A Bash Journey # linux # programming # devops # automation Comments 2 comments 8 min read Avoiding Connectivity Failures: How to Manage FirewallD Blocked Ports in Red Hat Linux Alexand Alexand Alexand Follow May 3 '25 Avoiding Connectivity Failures: How to Manage FirewallD Blocked Ports in Red Hat Linux # cloudwhistler # linux # redhat # firewalld 1 reaction Comments Add Comment 4 min read The "tee" Command in Linux: A Hidden Gem for Smart Data Handling Alexand Alexand Alexand Follow May 3 '25 The "tee" Command in Linux: A Hidden Gem for Smart Data Handling # cloudwhistler # linux # data # command 2 reactions Comments Add Comment 3 min read The "tee" Command in Linux: The Hidden Gem Every Tech Professional Should Know Alexand Alexand Alexand Follow Apr 24 '25 The "tee" Command in Linux: The Hidden Gem Every Tech Professional Should Know # cloudwhistler # linux # devops # tech Comments Add Comment 2 min read [Write Up] Bandit Wargame Clear Log (Level 25 - 33) San Kang San Kang San Kang Follow Jun 10 '25 [Write Up] Bandit Wargame Clear Log (Level 25 - 33) # linux # wargame # bandit # overthewire Comments 2 comments 10 min read RHCSA Prep for Absolute Beginners: The “Diskless but Determined” Edition Dan Higgins Dan Higgins Dan Higgins Follow May 23 '25 RHCSA Prep for Absolute Beginners: The “Diskless but Determined” Edition # linux # cloudwhistler # beginners # opensource 1 reaction Comments Add Comment 3 min read 🚀 50 Real-Time Linux Commands for DevOps & System Admins Latchu@DevOps Latchu@DevOps Latchu@DevOps Follow May 23 '25 🚀 50 Real-Time Linux Commands for DevOps & System Admins # aws # devops # linux # azure 4 reactions Comments Add Comment 3 min read Mastering User Management, Authentication, and Process Monitoring in Linux" published AugustineOzor AugustineOzor AugustineOzor Follow May 23 '25 Mastering User Management, Authentication, and Process Monitoring in Linux" published # cloudwhistler # rhcsa # linux # cloud 3 reactions Comments Add Comment 5 min read Getting Started with Linux: System Information and User Management DhavalThakar97 DhavalThakar97 DhavalThakar97 Follow May 12 '25 Getting Started with Linux: System Information and User Management # cloudwhistler # devops # opensource # linux 2 reactions Comments Add Comment 2 min read Command Prompt, the Magical Wand of Linux ! Olatunde salami Olatunde salami Olatunde salami Follow May 3 '25 Command Prompt, the Magical Wand of Linux ! # linux # redhat # cloudwhistler # cloudcomputing 1 reaction Comments Add Comment 4 min read Unlocking Business Efficiency with Multidomain Operations Alexand Alexand Alexand Follow May 12 '25 Unlocking Business Efficiency with Multidomain Operations # cloudwhistler # multidomain # linux # ansible 2 reactions Comments 1 comment 2 min read 🎨 Add Some Personality to Your Terminal with Figlet and Lolcat 🌈 LaTerral Williams LaTerral Williams LaTerral Williams Follow May 23 '25 🎨 Add Some Personality to Your Terminal with Figlet and Lolcat 🌈 # cloudwhistler # linux # cloud # opensource 5 reactions Comments Add Comment 3 min read File Compression and Archiving in Red Hat Linux shamain anjum shamain anjum shamain anjum Follow Apr 19 '25 File Compression and Archiving in Red Hat Linux # cloudwhistler # linux # devops # redhat Comments Add Comment 3 min read Linux on mobile, my experience so far Sohrab Behdani Sohrab Behdani Sohrab Behdani Follow May 22 '25 Linux on mobile, my experience so far # linuxmobile # linux # postmarketos # mobilelinux 3 reactions Comments 2 comments 4 min read How to Create a Lightweight Dotfiles Repository Boone Cabal Boone Cabal Boone Cabal Follow May 22 '25 How to Create a Lightweight Dotfiles Repository # programming # linux # devops # vim Comments Add Comment 10 min read Mastering Vim: Buffers, Windows, and Your Text Editing Arsenal Boone Cabal Boone Cabal Boone Cabal Follow May 22 '25 Mastering Vim: Buffers, Windows, and Your Text Editing Arsenal # vim # linux # tutorial # beginners Comments Add Comment 11 min read How to Build Custom Filters with awk and sed Pipelines on Ubuntu 20.04 Boone Cabal Boone Cabal Boone Cabal Follow May 22 '25 How to Build Custom Filters with awk and sed Pipelines on Ubuntu 20.04 # linux # terminal # programming # bash Comments Add Comment 10 min read Linux in Action: Mastering ACLs (Access Control Lists) for RHCSA DhavalThakar97 DhavalThakar97 DhavalThakar97 Follow May 22 '25 Linux in Action: Mastering ACLs (Access Control Lists) for RHCSA # cloudwhistler # devops # opensource # linux 2 reactions Comments Add Comment 3 min read Linux in Action: Understanding Basic File and Directory Permissions DhavalThakar97 DhavalThakar97 DhavalThakar97 Follow May 22 '25 Linux in Action: Understanding Basic File and Directory Permissions # cloudwhistler # devops # linux # opensource 3 reactions Comments Add Comment 3 min read My Linux Upskill Challenge Journey: Day 1 Carlos Leonel Ramirez Carlos Leonel Ramirez Carlos Leonel Ramirez Follow May 22 '25 My Linux Upskill Challenge Journey: Day 1 # linux # beginners # devops # devjournal Comments Add Comment 2 min read 18 april at payilagam (For loop using string) Kuhanraja A R Kuhanraja A R Kuhanraja A R Follow Apr 18 '25 18 april at payilagam (For loop using string) # for # linux # python # programming Comments Add Comment 1 min read Host a Local RPM Package Repository on Red Hat Linux shamain anjum shamain anjum shamain anjum Follow May 11 '25 Host a Local RPM Package Repository on Red Hat Linux # cloudwhistler # devops # redhat # linux 2 reactions Comments Add Comment 2 min read How vim Prevents Blowing Up Your SSDs? Pratyush Sharma Pratyush Sharma Pratyush Sharma Follow May 22 '25 How vim Prevents Blowing Up Your SSDs? # programming # linux # vim # softwareengineering 2 reactions Comments 2 comments 4 min read Terraform Installation Guide DevOps Playground DevOps Playground DevOps Playground Follow for DevOps Playground Jun 5 '25 Terraform Installation Guide # devops # terraform # linux 1 reaction Comments 1 comment 2 min read 10 Daily Linux Questions and Answers Series (part 7) Alex Enson Alex Enson Alex Enson Follow Apr 18 '25 10 Daily Linux Questions and Answers Series (part 7) # cloudwhistler # opensource # devops # linux 1 reaction Comments Add Comment 1 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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https://docs.devcycle.com/cli-mcp/mcp-getting-started/#configure-your-ai-client | MCP Getting Started | DevCycle Docs Skip to main content Home SDKs APIs Management API Bucketing API Integrations CLI / MCP Best Practices Community Blog Discord Search Sign Up CLI / MCP Overview CLI CLI Reference CLI User Guides Projects Environments SDK Keys Features Variables Variations Targeting Rules Self-Targeting CLI User Guides MCP MCP Getting Started MCP Reference MCP User Guides Incident Investigation MCP On this page DevCyle MCP Getting Started The DevCycle Model Context Protocol (MCP) Server is based on the DevCycle CLI, it enables AI-powered code editors like Cursor and Windsurf, or general-purpose tools like Claude Desktop, to interact directly with your DevCycle projects and make changes on your behalf. Quick Setup The DevCycle MCP is hosted so there is no need to set up a local server. We'll walk you through installation and authentication with your preferred AI tools. Direct Connection: For clients that natively support the MCP specification with OAuth authentication, you can connect directly to our hosted server: https://mcp.devcycle.com/mcp Protocol Support : Our MCP server supports both SSE and HTTP Streaming protocols, automatically negotiating the best option based on your client's capabilities. Alternative Endpoint : If your client has issues with protocol negotiation, use the SSE-only endpoint: https://mcp.devcycle.com/sse MCP Registry : If you're using registry.modelcontextprotocol.io , the DevCycle MCP is listed as: com.devcycle/mcp info These instructions use the remote DevCycle MCP server. For installation of the local MCP server, see the reference docs . Configure Your AI Client Cursor VS Code Claude Code Claude Desktop Windsurf Codex CLI Gemini CLI 📦 Install in Cursor To open Cursor and automatically add the DevCycle MCP, click the install button above. Alternatively, add the following to your ~/.cursor/mcp_settings.json file. To learn more, see the Cursor documentation . { "mcpServers" : { "DevCycle" : { "url" : "https://mcp.devcycle.com/mcp" } } } Authentication in Cursor: After configuration, you'll see DevCycle MCP listed as "Needs login" with a yellow indicator Click on the DevCycle MCP server to initiate the authorization process This opens a browser authorization page at mcp.devcycle.com Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com You'll be redirected back to Cursor with the server now active 📦 Install in VS Code To open VS Code and automatically add the DevCycle MCP, click the install button above. Alternatively, add the following to your .continue/config.json file. To learn more, see the Continue documentation . { "mcpServers" : { "DevCycle" : { "url" : "https://mcp.devcycle.com/mcp" } } } Authentication in VS Code: After configuration, open the MCP settings panel in VS Code Find the DevCycle MCP server and click "Start Server" VS Code will show a dialog: "The MCP Server Definition 'DevCycle' wants to authenticate to mcp.devcycle.com" Click "Allow" to proceed with authentication This opens a browser authorization page at mcp.devcycle.com Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com You'll be redirected back to VS Code with the server now active Step 1: Open Terminal Open your terminal to access the Claude CLI. Step 2: Add DevCycle MCP Server claude mcp add --transport http devcycle https://mcp.devcycle.com/mcp Step 3: Manage MCP Connection In the Claude CLI, enter the MCP management interface: /mcp Step 4: Authentication You'll see the DevCycle server listed as "disconnected • Enter to login": Select the DevCycle server and press Enter to login Follow the CLI prompts to initiate the Authentication process This will open a browser page at mcp.devcycle.com for authorization Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com Return to Claude Code where the server will show as connected For more details, see the Claude Code MCP documentation . Step 1: Access MCP Configuration Option 1: Through Claude Desktop Settings (Recommended) Open Claude Desktop and go to Settings Navigate to Developer → Local MCP servers Click "Edit Config" to open the configuration file directly Option 2: Manual Configuration File Alternatively, locate and edit your Claude Desktop configuration file: macOS : ~/Library/Application Support/Claude/claude_desktop_config.json Windows : %APPDATA%\Claude\claude_desktop_config.json Step 2: Add DevCycle Configuration Add or merge the following configuration: { "mcpServers" : { "devcycle" : { "command" : "npx" , "args" : [ " [email protected] " , "https://mcp.devcycle.com/mcp" ] } } } Step 3: Restart Claude Desktop Close and reopen Claude Desktop for the changes to take effect. Step 4: Authentication When you first use DevCycle MCP tools, Claude Desktop will prompt for authentication This will open a browser page at mcp.devcycle.com for authorization Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com Return to Claude Desktop where the MCP tools will be active Step 1: Access MCP Configuration Open Windsurf and go to Settings > Winsurf Settings Scroll to the Cascade section Click "Manage MCPs" Step 2: Edit Raw Configuration In the "Manage MCP servers" interface, click "View raw config" Add the following configuration to the JSON file: { "mcpServers" : { "DevCycle" : { "serverUrl" : "https://mcp.devcycle.com/mcp" } } } Step 3: Refresh and Authenticate Save the configuration file Click "Refresh" in the "Manage MCP servers" interface The DevCycle server will appear and prompt for authentication Follow the authentication flow: Browser opens at mcp.devcycle.com for authorization Click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com Return to Windsurf where DevCycle will show as "Enabled" with all tools available which can be configured independently Step 1: Access MCP Configuration Locate and edit your OpenAI Codex CLI configuration file: All platforms : ~/.codex/config.toml Step 2: Add DevCycle MCP Server Add the following TOML configuration to enable the DevCycle MCP server: [mcp_servers.devcycle] url = "https://mcp.devcycle.com/mcp" Step 3: Restart Codex CLI Restart your Codex CLI session for the changes to take effect. Step 4: Authentication When you first use DevCycle MCP tools, the Codex CLI will prompt for authentication This will open a browser page at mcp.devcycle.com for authorization Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com Return to the Codex CLI where the DevCycle MCP tools will be active For more details, see the OpenAI Codex MCP documentation . Step 1: Access MCP Configuration Locate and edit your Gemini CLI settings file: All platforms : ~/.gemini/settings.json Step 2: Add DevCycle MCP Server Add or merge the following configuration to enable the DevCycle MCP server: { "mcpServers" : { "devcycle" : { "url" : "https://mcp.devcycle.com/mcp" } } } Step 3: Restart Gemini CLI Restart your Gemini CLI session for the changes to take effect. Step 4: Authentication When you first use DevCycle MCP tools, the Gemini CLI will prompt for authentication This will open a browser page at mcp.devcycle.com for authorization Review and click "Allow Access" to grant permissions If you have multiple organizations, select your desired organization at auth.devcycle.com Return to the Gemini CLI where the DevCycle MCP tools will be active For more details, see the Gemini CLI MCP documentation . Available Tools The DevCycle MCP Server provides comprehensive feature flag management tools organized into 6 categories : Category Tools Description Feature Management list_features , create_feature , update_feature , update_feature_status , delete_feature , cleanup_feature , get_feature_audit_log_history Create and manage feature flags Variable Management list_variables , create_variable , update_variable , delete_variable Manage feature variables Project Management list_projects , get_current_project , select_project Project selection and details Self-Targeting & Overrides get_self_targeting_identity , update_self_targeting_identity , list_self_targeting_overrides , set_self_targeting_override , clear_feature_self_targeting_overrides Testing and overrides Results & Analytics get_feature_total_evaluations , get_project_total_evaluations Usage analytics SDK Installation install_devcycle_sdk SDK install guides and examples Try It Out Once configured, try asking your AI assistant: "Create a new feature flag called 'new-checkout-flow'" "List all features in my project" "Enable targeting for the header-redesign feature in production" "Show me evaluation analytics for the last 7 days" Next Steps MCP Reference - Complete tool documentation with all parameters CLI Reference - Learn about the underlying CLI commands Getting Help GitHub Issues : GitHub Issues General Documentation : DevCycle Docs DevCycle Community : Discord Support : Contact Support Edit this page Last updated on Jan 9, 2026 Previous CLI User Guides Next MCP Getting Started Quick Setup Configure Your AI Client Available Tools Try It Out Next Steps Getting Help DevCycle Dashboard Blog Privacy Policy Twitter Discord GitHub Copyright © 2026 DevCycle. All rights reserved. | 2026-01-13T08:48:27 |
https://docs.devcycle.com/sdk/server-side-sdks/nestjs/nestjs-openfeature | NestJS OpenFeature Provider | DevCycle Docs Skip to main content Home SDKs APIs Management API Bucketing API Integrations CLI / MCP Best Practices Community Blog Discord Search Sign Up SDK Overview SDK Lifecycle SDK Features Client-side SDKS Server-side SDKS Node.js SDK NestJS SDK Installation Getting Started Usage OpenFeature Typescript Example App PHP SDK Go SDK Ruby SDK Python SDK Java SDK .NET SDK SDK Proxy Server-side SDKS NestJS SDK OpenFeature On this page OpenFeature NestJS Provider AI-Powered Install MCP Install Follow the MCP Getting Started guide to quickly set up the DevCycle MCP server and connect your AI tool. Run this prompt: "Install DevCycle into this app" 📦 Install in Cursor 📦 Install in VS Code claude mcp add --transport http devcycle https://mcp.devcycle.com/mcp AI Prompt Copy Prompt OpenFeature is an open standard that provides a vendor-agnostic, community-driven API for feature flagging that works with DevCycle. DevCycle provides a NodeJS implementation of the OpenFeature Provider interface for the OpenFeature NestJS SDK using the DevCycleProvider class. Usage Installation Install the DevCycle NodeJS Server SDK which includes the OpenFeature Server SDK as a dependency NPM npm install --save @devcycle/openfeature-nestjs-provider @openfeature/nestjs-sdk Yarn yarn add @devcycle/openfeature-nestjs-provider @openfeature/nestjs-sdk Getting Started Create the DevCycleProvider and set it as the provider for OpenFeature NestJS SDK: import { Module , OnModuleInit } from '@nestjs/common' ; import { OpenFeatureModule } from '@openfeature/nestjs-sdk' ; import { DevCycleNestJSProvider } from '@devcycle/openfeature-nestjs-provider' ; import { OpenFeature } from '@openfeature/server-sdk' ; const provider = new DevCycleNestJSProvider ( process . env . DEVCYCLE_SERVER_SDK_KEY ) ; @ Module ( { imports : [ ... OpenFeatureModule . forRoot ( { contextFactory : ( ) => ( { targetingKey : 'nestjs-test' } ) , } ) , ] , controllers : [ ... ] , providers : [ ... { provide : 'DVC_CLIENT' , useValue : provider . devcycleClient , } , ] , } ) export class AppModule implements OnModuleInit { async onModuleInit ( ) { await OpenFeature . setProviderAndWait ( provider ) ; } } Evaluate a Variable To use the OpenFeature NestJS SDK in a service first inject the OpenFeatureClient into the service. Then use a Variable value by creating the EvaluationContext, and pass the Variable key, default value, and EvaluationContext to one of the OpenFeature flag evaluation methods. import { Injectable , Inject } from '@nestjs/common' import { OpenFeatureClient , Client } from '@openfeature/nestjs-sdk' const SERVICE_USER = { user_id : 'example-service' } @ Injectable ( ) export class ExampleService { constructor ( @ OpenFeatureClient ( ) private ofClient : Client ) { } async testFlag ( ) { const testFlag = await this . ofClient . getBooleanValue ( 'test-flag' , false , SERVICE_USER , ) } } Tracking Events You can use the OpenFeature track method to track events which will be sent to DevCycle as custom events. Calling track will queue the event, which will be sent in batches to the DevCycle servers. const context = { targetingKey : 'node_sdk_test' } openFeatureClient . track ( 'custom-event' , context , { target : 'event-target' , value : 100 , metaDataField : 'value' , } ) To track custom events with OpenFeature you are required to set the first argument as the event name, and pass the EvaluationContext as the second argument. The event name will be used as the event's type in DevCycle, and you can optionally set a value / target / date as defined in the DevCycleEvent Typescript Schema . Any additional properties will be added to the event as metaData fields. Passing DevCycleOptions to the DevCycleProvider Ensure that you pass any custom DevCycleOptions set on the DevCycleClient instance to the DevCycleProvider constructor const options = { logger : dvcDefaultLogger ( { level : 'debug' } ) } const devcycleProvider = new DevCycleProvider ( DEVCYCLE_SERVER_SDK_KEY , options ) Accessing the DevCycleClient If you need to access the underlying DevCycleClient from the provider, it is exposed using provider.devcycleClient : const devcycleProvider = new DevCycleProvider ( DEVCYCLE_SERVER_SDK_KEY ) ... const allFeatures = devcycleProvider . devcycleClient . allFeatures ( dvcUser ) Required TargetingKey For DevCycle SDK to work we require either a targetingKey or user_id to be set on the OpenFeature context. This is used to identify the user as the user_id for a DevCycleUser in DevCycle. Context properties to DevCycleUser The provider will automatically translate known DevCycleUser properties from the OpenFeature context to the DevCycleUser object. DevCycleUser TypeScript Interface For example all these properties will be set on the DevCycleUser : openFeatureClient . setContext ( { user_id : 'user_id' , email : ' [email protected] ' , name : 'name' , language : 'en' , country : 'CA' , appVersion : '1.0.11' , appBuild : 1000 , customData : { custom : 'data' } , privateCustomData : { private : 'data' } , } ) Context properties that are not known DevCycleUser properties will be automatically added to the customData property of the DevCycleUser . Context Limitations DevCycle only supports flat JSON Object properties used in the Context. Non-flat properties will be ignored. For example obj will be ignored: openFeatureClient . setContext ( { user_id : 'user_id' , obj : { key : 'value' } , } ) JSON Flag Limitations The OpenFeature spec for JSON flags allows for any type of valid JSON value to be set as the flag value. For example the following are all valid default value types to use with OpenFeature: // Invalid JSON values for the DevCycle SDK, will return defaults openFeatureClient . getObjectValue ( 'json-flag' , [ 'arry' ] ) openFeatureClient . getObjectValue ( 'json-flag' , 610 ) openFeatureClient . getObjectValue ( 'json-flag' , false ) openFeatureClient . getObjectValue ( 'json-flag' , 'string' ) openFeatureClient . getObjectValue ( 'json-flag' , null ) However, these are not valid types for the DevCycle SDK, the DevCycle SDK only supports JSON Objects: // Valid JSON Object as the default value, will be evaluated by the DevCycle SDK openFeatureClient . getObjectValue ( 'json-flag' , { default : 'value' } ) Edit this page Last updated on Jan 9, 2026 Previous Usage Next Typescript AI-Powered Install Usage Installation Getting Started Evaluate a Variable Tracking Events Passing DevCycleOptions to the DevCycleProvider Accessing the DevCycleClient Required TargetingKey Context properties to DevCycleUser Context Limitations JSON Flag Limitations DevCycle Dashboard Blog Privacy Policy Twitter Discord GitHub Copyright © 2026 DevCycle. All rights reserved. | 2026-01-13T08:48:27 |
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https://support.apple.com/en-al/105082 | Delete your Safari history, cache, and cookies on iPhone - Apple Support (AL) Apple Delete your Safari history, cache, and cookies on iPhone In your iPhone settings, you can choose to delete your Safari history, cookies, cache, or a specific website from your history. You can also turn on content blockers. Delete history, cache, and cookies Clear cookies and cache, but keep your history Delete a website from your history Block cookies Use content blockers Delete history, cache, and cookies Go to Settings > Apps > Safari. Scroll down and tap Clear History and Website Data. Confirm the timeframe that you want to clear, then tap Clear History. This doesn't change your AutoFill information. If this button is gray, there is either no data to clear, or you might need to check your web content restrictions in Screen Time . Clear cookies and cache, but keep your history Go to Settings > Apps > Safari > Advanced > Website Data. Tap Remove All Website Data. If this button is gray, there is either no data to clear, or you might need to check your web content restrictions in Screen Time . Tap Remove Now. This clears data that's used for tracking, and by websites to save login information for faster browsing. Delete a website from your history Open the Safari app, then tap the More button . Tap Bookmarks. Tap the History button , then tap the More button again. Tap Select Websites, then select one or more websites to delete from your history. Tap the Trash button . Block cookies If you want to block cookies (data a site places on your device to remember you), go to Settings > Apps > Safari > Advanced. Turn on Block All Cookies. Tap Block All. This removes all existing cookies and website data. Safari quits, and your tabs are reloaded. If you block cookies, some webpages might not work. Here are some examples: You will likely not be able to sign in to a site, even when using your correct username and password. You might see a message that cookies are required or that your browser's cookies are off. Some features on a site might not work. Use content blockers Go to the App Store and download a content blocking app (third-party apps and extensions that let Safari block cookies, images, resources, pop-ups, and other content). Then tap Settings > Apps > Safari > Extensions. Tap to turn on a listed content blocker. You can use more than one content blocker. If you need help, contact the app developer . Information about products not manufactured by Apple, or independent websites not controlled or tested by Apple, is provided without recommendation or endorsement. Apple assumes no responsibility with regard to the selection, performance, or use of third-party websites or products. Apple makes no representations regarding third-party website accuracy or reliability. Contact the vendor for additional information. Published Date: September 17, 2025 Helpful? Yes No Character limit: 250 Maximum character limit is 250. Please don’t include any personal information in your comment. Submit Thanks for your feedback. Related topics Apple Footer Apple Support Delete your Safari history, cache, and cookies on iPhone Albania Copyright © 2025 Apple Inc. All rights reserved. Privacy Policy Terms of Use | 2026-01-13T08:48:27 |
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https://events.linuxfoundation.org/openapi-asc/program/cfp/#sample-submission | Call For Proposals (CFP) | LF Events Skip to content Register Attend Experiences Instant Giveaways CNCF Slack Workspace Community Guidelines Diversity + Inclusion Scholarships Code of Conduct Sponsor Program Schedule Interactive Sessions Co-Located Events Contact Us View All Events Events All Upcoming Events ArgoCon Europe Past KubeCon + CloudNativeCon + other CNCF Events This event has passed. View the upcoming KubeCon + CloudNativeCon + other CNCF Events. Call For Proposals (CFP) Skip to page section Overview General Info + Dates to Remember Program Co-Chairs Requirements + Considerations How to Submit Your Proposal Sample Submission Code of Conduct CFP Questions? Overview The KubeCon + CloudNativeCon North America 2020 Call for Proposals (CFP) is now closed . For any questions regarding the CFP process, please email cfp@cncf.io . General Info + Dates to Remember KubeCon + CloudNativeCon brings together adopters, developers, and practitioners to collaborate face-to-face. Engage with the leaders of Kubernetes, Prometheus, and other CNCF-hosted projects as we set the direction for the cloud native ecosystem. Dates to Remember CFP Opens: Wednesday, April 22, 2020 CFP Closes: 11:59pm Pacific Daylight Time (PDT), Sunday, July 12, 2020 CFP Notifications: Tuesday, September 29, 2020 Schedule Announcement: Thursday, October 1, 2020 Event Dates: Tuesday, November 17 – Friday, November 20 Reminder: This is a community conference — so no product and/or vendor sales pitches. First Time Submitting? Don’t Feel Intimidated CNCF events are an excellent way to get to know the community and share your ideas and the work that you are doing. You do not need to be a chief architect or long-time industry pundit to submit a proposal, in fact, we strongly encourage first-time speakers to submit talks for all of our events. Our events are working conferences intended for professional networking and collaboration in the CNCF community and we work closely with our attendees, sponsors and speakers to help keep CNCF events professional, welcoming, and friendly. If you have any questions on how to submit a proposal or the event in general, please contact cfp@cncf.io . Program Co-Chairs Constance Caramanolis Constance is a principal software engineer at Splunk, formerly Omnition, contributing to OpenTelemetry. Previous to Omnition, she worked at Lyft as part of the data platform and server networking teams. While at Lyft, Constance built, deployed, and configured Envoy internally, and maintained the open source project. Stephen Augustus Stephen Augustus is an active leader in the upstream Kubernetes community. He currently serves as a Special Interest Group Chair (SIG Release, SIG PM), a Release Manager, and a subproject owner for Azure, a Program Committee member for KubeCon (Barcelona, Shanghai, San Diego), and Track Chair for KubeCon Amsterdam. He has served on the Kubernetes Release Team for multiple releases, built the Release Team for a few releases, and established the new Release Engineering subproject. When not focused on Kubernetes project governance, Stephen participates in Meet Our Contributors (a monthly series geared towards answering contributor questions), writes blog posts about new enhancements to the ecosystem, chats with media analysts about Kubernetes, and reviews new membership requests for Kubernetes GitHub organizations. Stephen leads the Cloud Native Tools & Advocacy team at VMware, driving meaningful interactions between internal teams and the Open Source community, advocating the use of Cloud Native solutions, and hacking on tools that make life easier for developers and operations folk alike. He has previously held SRE/Production Engineering/DevOps-ey roles, as well as customer-facing infrastructure delivery roles at Cloud Native leaders, including CoreOS and Red Hat. When he’s not behind a keyboard or in front of a customer, he’s captaining teams in multiple billiards sports leagues. Requirements + Considerations Requirements Any platforms or tools you are describing need to be open source . You are limited to be listed as a speaker on up to two proposals submitted to the CFP for consideration, regardless of the format. If we find that you are listed on more than two, we will contact you to remove any proposals over the limit . UPDATED: You may only speak on one panel and one non-panel accepted session chosen from the CFP at KubeCon + CloudNativeCon North America 2020. (Note: Maintainer Track sessions are separate from CFP policies.) We will not select a submission that has already been presented elsewhere or at a previous KubeCon + CloudNativeCon. If your submission is very similar to a previous talk, please include information on how this version will be different. Specifically, if you gave a talk at KubeCon + CloudNativeCon in Europe, China, or North America 2019, please do not submit the same talk to North America 2020. It will automatically not be accepted to maintain content diversity. Consider the Following as You Write Your Proposal What do you expect the audience to gain from your presentation? Why should YOU be the one to give this talk? You have a unique story. Tell it. Be prepared to explain how this fits into the CNCF and overall Open Source Ecosystem. We definitely do not expect every presentation to have code snippets and technical deep-dives but here are two things that you should avoid when preparing your proposal because they are almost always rejected due to the fact that they take away from the integrity of our events, and are rarely well-received by conference attendees: Sales or marketing pitches Unlicensed or potentially closed-source technologies There are plenty of ways to give a presentation about projects and technologies without focusing on company-specific efforts. Remember the things to consider that we mentioned above when writing your proposal and think of ways to make it interesting for attendees while still letting you share your experiences, educate the community about an issue, or generate interest in a project. How to Submit Your Proposal We have done our best to make the submission process as simple as possible. Here is what you will need to prepare: 1. Choose a submission format (NEW formats!): Solo Presentation : 35-minute presentation, limited to 1 speaker Dual Presentation : 35-minute presentation, limited to 2 speakers AMA (Ask Me Anything): 35-minute, interview-like session, that takes place between an individual and the attendees or and individual and an interviewer asking questions, max of 2 participants (which includes the interviewer) Panel: 35 minutes of discussion amongst 3 to 5 speakers Tutorial: 90-minute, in-depth, hands-on presentation with 1–4 speakers Note: All submissions with 3–5 speakers are required to have at least one speaker that does not identify as a man and the speakers must not all be from the same company. 2. Choose which CNCF hosted software your presentation will be focused on ( Choose all that apply ): containerd (Graduated) CoreDNS (Graduated) Envoy (Graduated) Fluentd (Graduated) Helm ( Graduated ) Jaeger (Graduated) Kubernetes (Graduated) Prometheus (Graduated) TUF (Graduated) Vitess (Graduated) Argo (Incubating) CloudEvents (Incubating) CNI (Incubating) CRI-O (Incubating) Dragonfly (Incubating) etcd (Incubating) Falco (Incubating) gRPC (Incubating) Harbor (Incubating) Linkerd (Incubating) NATS (Incubating) Notary (Incubating) Open Policy Agent (Incubating) OpenTracing (Incubating) Rook (Incubating) TiKV (Incubating) Brigade (Sandbox) Buildpacks (Sandbox) ChubaoFS (Sandbox) Cortex (Sandbox) Flux (Sandbox) In-toto (Sandbox) KEDA (Sandbox) KubeEdge (Sandbox) KubeVirt (Sandbox) Longhorn (Sandbox) Network Service Mesh (Sandbox) OpenEBS (Sandbox) OpenMetrics (Sandbox) OpenTelementry (Sandbox) Service Mesh Interface (Sandbox) SPIFFE (Sandbox) SPIRE (Sandbox) Strimzi (Sandbox) Telepresence (Sandbox) Thanos (Sandbox) Virtual Kubelet (Sandbox) Volcano (Sandbox) 3. Choose a topic to narrow down the focus (NEW topics!): 101 (dedicated sessions for attendees who are new to the conference overall and/or beginners to the conference content, i.e. Kubernetes 101) Application & Development (includes Helm, Brigade, Telepresence, & Buildpacks) CI/CD (including Harbor, Dragonfly, & Flux) Community Customizing & Extending Kubernetes (including KubeVirt & Volcano) Machine Learning & Data Networking (includes CoreDNS, CNI, gRPC, NATS, KubeEdge, Network Service Mesh, & Strimzi) Observability (includes Fluentd, Prometheus, Jaeger, OpenTracing, OpenMetrics, Cortex, OpenTelemetry, & Thanos) Operations (including Argo) Performance Runtimes (includes containerd & CRI-O) Security, Identity & Policy (includes Notary, OPA, TUF, SPIFFE/SPIRE, and in-toto) Serverless (includes CloudEvents, Virtual Kubelet, & KEDA) Service Mesh (includes Envoy, Linkerd and Service Mesh Interface) Storage (includes Rook, Vitess, OpenEBS, Longhorn, & ChubaoFS) Note: If your presentation is a case study, please choose which topic it best associates with from the list above and then choose “yes” for the question that asks if your presentation is a case study within the form. Final tracks for the conference will be based on accepted submissions. 4. Provide a detailed and focused description with a max of 900 characters. This is what will be used on the online schedule if your talk is accepted. 5. Provide more in-depth information in the “ Benefits to the Ecosystem ” section. This is your opportunity to elaborate on your content and share any more details with the committee with a max of 1,500 characters. 6. Provide a biography for all speakers , including previous speaking experience. 7. Provide resources to enhance your proposal. These can be videos of you or your speakers presenting elsewhere, links to personal websites (including LinkedIn), links to your open source projects, or published books. 8. If you choose to submit a tutorial please explicitly mention what the audience will learn from or walk away with after attending your session. Additionally, please indicate what prerequisites (if any) are needed for the attendee to know prior to attending, and if any materials should be brought with them or downloaded ahead of time (i.e. must install software) prior to attending. Sample Submission Your session description will be the cornerstone of your proposal. This is your chance to *sell* your talk to the program committee, so do your best to highlight the problem/contribution/work that you are addressing in your presentation. The technical details are still important, but the relevance of what you are presenting will help the program committee during the selection process. This is the description that will be posted on the website schedule , so please ensure that it is in complete sentences (and not just bullet points), free of typos and that it is written in the third person (use your name instead of “I”). Example: OCI, CRI, ??: Making Sense of the Container Runtime Landscape in Kubernetes – You’ve probably heard about the OCI—a standardization effort to share a common definition for container runtime, image, and image distribution. Add to that the CRI (container runtime interface) in Kubernetes—designed to abstract the container runtime from the kubelet—and you may start to wonder what all these standards and interfaces mean for you in a Kubernetes world. As of this year, a long list of runtimes, including CNCF projects containerd and cri-o, all implement the CRI. But did you know there are quite a few others? The unique number of CRI combinations is growing, all of which use the common OCI definitions for runtime and image interoperability. But how would you decide which container runtime is right for you? Clearly each one has tradeoffs. This talk will help describe the current landscape and give you details on the why and how of each CRI implementation available today. Benefits to the Ecosystem This is your chance to elaborate. Tell us how the content of your presentation will help better the ecosystem or anything you wish to share with the co-chairs and program committee. We realize that this can be a difficult question to answer, but as with the description, the relevance of your presentation is just as important as the content. Max of 1,500 characters. Example: It is a repeating comment across the CNCF ecosystem that the number of choices for container runtime is confusing, especially for those who are newer to our ecosystem. Even for those who many have heard the names–Docker, containerd, cri-o–even they are curious as to the reasons why there are many varied runtimes available to implement the CRI interface for Kubernetes, and what is the history that brought us to this point. This talk helps bring clarity to the container runtime landscape, and especially shows the interesting work being done in additional isolation technologies like gVisor, AWS Firecracker, and Kata containers and why that may be of value to consider for certain security or workload constraints. In the end, especially as we have two major runtimes as CNCF projects, this talk hopefully brings a level of insight to practitioners, developers, and operators as to why clusters may choose various runtimes and how new features in Kubernetes like RuntimeClass are making it easier to support mixed clusters that can support the needs of workloads with different isolation features or requirements. Scoring Guidelines To help you further understand what is considered while the program committee and co-chairs are reviewing your proposal, please review the Scoring Guidelines and Best Practices page . Code of Conduct The Linux Foundation and its project communities are dedicated to providing a harassment-free experience for participants at all of our events. We encourage all submitters to review our complete Code of Conduct . CFP Questions? If you have any questions regarding the CFP process, please contact Nanci Lancaster: cfp@cncf.io Sponsors DIAMOND Platinum gold silver Start-up End User Diversity Supporters Media Partners Join the CNCF mailing list to learn more about KubeCon + CloudNativeCon and other upcoming CNCF events! By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. 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https://docs.devcycle.com/cli | DevCycle CLI & MCP Server | DevCycle Docs Skip to main content Home SDKs APIs Management API Bucketing API Integrations CLI / MCP Best Practices Community Blog Discord Search Sign Up CLI / MCP Overview CLI CLI Reference CLI User Guides Projects Environments SDK Keys Features Variables Variations Targeting Rules Self-Targeting CLI User Guides MCP MCP Getting Started MCP Reference MCP User Guides Incident Investigation CLI On this page DevCycle CLI & MCP Server This repository contains the DevCycle CLI for managing feature flags from the command line, plus an MCP (Model Context Protocol) server that enables AI coding assistants to interact with DevCycle. Major features include: Fully manage your Features, Variables, Variations and Targeting Rules from the command line Detect and list DevCycle Variable usages in your codebase Manage your Self-Targeting Overrides to quickly switch between Variable values Generate type definitions for type-safe usage of DevCycle (Typescript only) MCP (Model Context Protocol) server for AI-powered feature flag management with Cursor and Claude The CLI can be customized in several ways using command-line args or by creating a configuration file . Command Topics Pattern captures the key including surrounding quotes Pattern strips quotes, capturing only the content MCP Server for AI Assistants The DevCycle MCP (Model Context Protocol) server enables AI coding assistants like Cursor and Claude to manage feature flags directly from your development environment. DevCycle offers a hosted MCP server that requires no local installation. Quick Setup (No Installation Required) Configure your AI assistant to use the hosted MCP server: Cursor : Add to .cursor/mcp_settings.json : { "mcpServers" : { "devcycle" : { "url" : "https://mcp.devcycle.com/mcp" } } } Claude Desktop : Add to your Claude config file: { "mcpServers" : { "devcycle" : { "command" : "npx" , "args" : [ "mcp-remote" , "https://mcp.devcycle.com/mcp" ] } } } That's it! The server will guide you through OAuth authentication when you first use it. Your AI assistant can now create, update, and manage feature flags on your behalf. For local installation options, detailed configuration, available tools, and advanced usage, see the complete MCP documentation . CLI Documentation Setup Install the CLI Using NPM $ npm install -g @devcycle/cli Or alternatively, using homebrew $ brew tap devcyclehq/cli $ brew install devcycle Authentication Many of the CLI commands require DevCycle API authorization. There are several ways to provide these credentials. Using Access Tokens (preferred) Login Command By using the login sso command , the CLI will retrieve and store an access token, which is valid for 24 hours. The login again command can be used to retrieve a new access token using the saved project and organization without prompting for them. This process will open browser windows to interact with the DevCycle universal login page. It will first obtain a personal access token, then prompt you to choose an organization. A second browser window is used to authenticate the CLI with your chosen organization. To switch organizations once logged in, the organizations select command can be used. If executing the CLI in a containerized environment, please ensure one of the following PORTs can be accessed via Port Forwarding: 2194 (default), 2195, 2196 or 8080. This will allow the authentication process to complete and set the access token appropriately. Repo Init Command The repo init command behaves in the same way as login sso , but creates a repo configuration file and stores the project and organization choices there instead. Using Client Credentials Client Credentials in Auth File Use the dvc status command to find the configuration file location for your platform. The credentials can be stored in the file pointed to by the Auth config path. Create the file if it does not exist, with the following contents. clientCredentials : client_id : <your client id > client_secret : <your client secret > This file should not be checked in to version control. The default location is based on the oclif configDir If you intend to run the CLI using options that override config file locations, the dvc status command command can be run with those options to confirm that the file locations are as expected. Project Selection You also need to specify the default project ID for the CLI to use. If there is a repo configuration file, the dvc diff and dvc usages commands will use the project defined there. Otherwise, this is chosen during login or set using the project select command Environment Variables Set the following environment variables: $ export DEVCYCLE_CLIENT_ID=<your client id> $ export DEVCYCLE_CLIENT_SECRET=<your client secret> $ export DEVCYCLE_PROJECT_KEY=<your project key> Command-Line Arguments The CLI can be run with the following arguments: $ dvc --client-id=<your client id> --client-secret=<your client secret> --project=<your project key> Github Action The Devcycle Github actions are configured with auth information through the project-key , client-id and client-secret configuration parameters. This is passed to the CLI via command line arguments. Usage $ npm install -g @devcycle/cli $ dvc COMMAND running command... $ dvc (--version) @devcycle/cli/6.2.1 linux-x64 node-v22.21.1 $ dvc --help [COMMAND] USAGE $ dvc COMMAND ... Command Topics dvc alias - Manage repository variable aliases. dvc autocomplete - display autocomplete installation instructions dvc cleanup - Replace a DevCycle variable with a static value in the current version of your code. Currently only JavaScript is supported. dvc diff - Print a diff of DevCycle variable usage between two versions of your code. dvc environments - Create a new Environment for an existing Feature. dvc features - Create, view, or modify Features with the Management API. dvc generate - Generate Devcycle related files. dvc help - Display help for dvc. dvc identity - View or manage your DevCycle Identity. dvc keys - Retrieve SDK keys from the Management API. dvc login - Log in to DevCycle. dvc logout - Discards any auth configuration that has been stored in the auth configuration file. dvc organizations - List or switch organizations. dvc overrides - Create, view, or modify Overrides for a Project with the Management API. dvc projects - Create, or view Projects with the Management API. dvc repo - Manage repository configuration. dvc status - Check CLI status. dvc targeting - Create, view, or modify Targeting Rules for a Feature with the Management API. dvc usages - Print all DevCycle variable usages in the current version of your code. dvc variables - Create, view, or modify Variables with the Management API. dvc variations - Create a new Variation for an existing Feature. Repo Configuration The following commands can only be run from the root of a configured repository dvc diff dvc usages dvc alias dvc cleanup Many of the options available as command-line args can also be specified using a repo configuration file. The default location for this file is <REPO ROOT>/.devcycle/config.yml . This location can be overridden using the --repo-config-path flag. The configuration file format is documented below: ### the project and organization to use when connecting to the DevCycle Rest API for this repo project : "project-key" org : id : "org_xxxxxx" name : "unique-org-key" display_name : "Human Readable Org Name" ### block for configuring "code insights" features like diff and variable usage scanning ### use this section to improve the detection of DevCycle usage within your code codeInsights : ### add additional names to check for when looking for instances of DVCClient from an SDK clientNames : - "dvcClient" ### map the values used in your code to the corresponding variable key in DevCycle variableAliases : "VARIABLES.ENABLE_V1" : "enable-v1" ### additional regex patterns used to match variables for a specific file extension matchPatterns : ### file extension to override for, containing a list of patterns to use js : - dvcClient\.variable\(\s* [ "' ] ( [ ^"' ] *) [ "' ] ### an array of file glob patterns to include in usage scan includeFiles : - "*.[jt]s" ### an array of file glob patterns to exclude from usage scan excludeFiles : - "dist/*" Match Patterns and Aliases When identifying variable usages in the code, the CLI will identify DevCycle SDK methods by default. To capture other usages you may define match patterns. Match patterns are defined by file extension. note Each pattern must include exactly one capture group for the variable key. Capture the entire key value (including surrounding quotes if you choose the “with quotes” pattern). Match patterns can be defined in the configuration file, for example: codeInsights : matchPatterns : js : - customVariableGetter\(\s* [ "' ] ( [ ^"' ] *) [ "' ] ts : - customVariableGetter\(\s* [ "' ] ( [ ^"' ] *) [ "' ] jsx : - customVariableHook\(\s* [ "' ] ( [ ^"' ] *) [ "' ] - customVariableGetter\(\s* [ "' ] ( [ ^"' ] *) [ "' ] tsx : - customVariableHook\(\s* [ "' ] ( [ ^"' ] *) [ "' ] - customVariableGetter\(\s* [ "' ] ( [ ^"' ] *) [ "' ] Capturing with or without quotes Match patterns can capture variable keys with or without quotes, which affects whether aliases are needed: With quotes: ## Pattern captures the key including surrounding quotes - dvcClient\.variable\(\s *( [ "' ] [ ^"' ] * [ "' ] )\s* , Matches: dvcClient.variable('my-variable', default) Captures: 'my-variable' (with quotes) Without quotes (aliases or generated constants required): ## Pattern strips quotes, capturing only the content - dvcClient\.variable\(\s* [ "' ] ( [ ^"' ] *) [ "' ] Matches: dvcClient.variable('my-variable', default) Captures: my-variable Match patterns can also be passed directly to relevant commands using the --match-pattern flag: dvc usages --match-pattern ts="customVariableGetter\(\s*["']([^"']*)["']" js="customVariableGetter\(\s*["']([^"']*)["']" When testing your regex the --show-regex flag can be helpful. This will print all patterns used to find matches in your codebase. dvc usages --show-regex Custom Wrapper Functions If you use wrapper functions around the SDK, add patterns for them. Example: Custom wrapper functions codeInsights : matchPatterns : ts : ## Matches: getFeatureFlag('my-variable', defaultValue) - getFeatureFlag\(\s *( [ ^ , ) ] *)\s* , ## Matches: isFeatureEnabled('my-variable') - isFeatureEnabled\(\s *( [ ^ , ) ] *)\s*\) tsx : ## Matches: useFeatureFlag('my-variable', defaultValue) - useFeatureFlag\(\s *( [ ^ , ) ] *)\s* , Edit this page Previous CLI / MCP Overview Next CLI Reference MCP Server for AI Assistants CLI Documentation Setup Authentication Usage Command Topics Repo Configuration DevCycle Dashboard Blog Privacy Policy Twitter Discord GitHub Copyright © 2026 DevCycle. All rights reserved. | 2026-01-13T08:48:27 |
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What we do As the most trusted knowledge sharing and collaboration platform, Stack Overflow has these core products: The Public Platforms Where developers, technologists & hobbyists go to gain and share knowledge. Stack Internal Bringing the best of human thought and AI automation together to make work easier for everyone. Stack Ads Where brands connect to the world’s most trusted developer community. Stack Data Licensing License decades of verified, technical knowledge to boost AI performance and trust. Fast facts Stack Overflow is a company created by developers, for developers, transforming how people work Founded in 2008 by Joel Spolsky and Jeff Atwood, two developers who wanted to make coding resources more accessible for all. Prosus acquired Stack Overflow for $1.8B in August 2021 , adding the company to their robust education technology portfolio. Thousands of customers work with Stack Overflow to centralize documentation and improve efficiency, including teams at Microsoft, Bloomberg, Chevron, Expensify, and more. Millions of people visit Stack Overflow’s network every month, making it one of the most popular websites in the world. Stack Overflow has helped developers over 50 billion times through its public Q&A forum and its enterprise products. In the news Recently written about Stack Overflow. December 17, 2025 The invisible platform engineer: why developers still need human interaction Computer Weekly December 15, 2025 AI coding is now everywhere. But not everyone is convinced. MIT Technology Review December 15, 2025 Stack Overflow users don’t trust AI. They’re using it anyway The Verge December 3, 2025 Stack Overflow unveils AI Assist, merging community & AI advice ITBrief US December 2, 2025 Stack Overflow Puts Community First in New AI Search Tool The New Stack November 19, 2025 Stack Overflow links internal company knowledge to AI agents TechZine November 19, 2025 Stack Overflow launches Stack Internal to unify workplace knowledge ITBrief US November 18, 2025 Stack Overflow is remaking itself into an AI data provider TechCrunch October 30, 2025 UK developer pay hits record levels as AI skills drive demand ITBrief UK October 17, 2025 The UK’s aging developer workforce needs a ‘steady pipeline’ of talent to meet future demand – but AI’s impact on entry-level jobs and changing skills requirements mean it could be fighting an uphill battle ITPro October 1, 2025 Stack Overflow’s 2025 Developer Survey: Trust, AI, and the Future of Coding TechStrong TV September 23, 2025 What to check when someone's vibe coding ITBrew In the news archive Company news Press releases from Stack Overflow December 2, 2025 AI for Developers, by Developers: Stack Overflow AI Assist November 18, 2025 Stack Overflow Unveils Stack Internal, the Trusted Knowledge Intelligence Layer for Technologists in the Age of AI September 4, 2025 Stack Overflow Business Products Win at Both API World & CloudX July 29, 2025 Stack Overflow’s 2025 Developer Survey Reveals Trust in AI at an All Time Low June 9, 2025 Stack Overflow Joins Databricks Marketplace, Fueling Innovation with a Trusted and Attributed Knowledgebase April 15, 2025 Moveworks and Stack Overflow announce strategic partnership to bring Stack Overflow agents to the Moveworks AI Agent Marketplace March 24, 2025 Stack Overflow Expands Socially Responsible AI Ecosystem with Connector for Microsoft Graph January 14, 2025 Stack Overflow and Indeed Expand International Reach of Stack Overflow Jobs November 6, 2024 Stack Overflow’s OverflowAPI Wins Best AI API Award at API World 2024 October 29, 2024 Stack Overflow and GitHub Partner to Strengthen the AI Coding Ecosystem September 5, 2024 Jeff Bailey Joins Stack Overflow Leadership Team as Chief Revenue Officer July 24, 2024 Stack Overflow’s 2024 Developer Survey Shows the Gap Between AI Use and Trust in its Output Continues to Widen Among Coders Media inquiries press@stackoverflow.com Need our logo or brand guidelines? 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https://docs.devcycle.com/cli-guides/variables | Variables | DevCycle Docs Skip to main content Home SDKs APIs Management API Bucketing API Integrations CLI / MCP Best Practices Community Blog Discord Search Sign Up CLI / MCP Overview CLI CLI Reference CLI User Guides Projects Environments SDK Keys Features Variables Variations Targeting Rules Self-Targeting CLI User Guides MCP MCP Getting Started MCP Reference MCP User Guides Incident Investigation CLI CLI User Guides Variables On this page CLI: Variables Manage Once you have installed and authorized the CLI, select your relevant organization and project then run one of the following commands depending on your use case: To retrieve all variables for a project from the management API. dvc variables get You should be presented with something which looks like the following (which represents three existing variables named variable-alpha , variable-beta and feature-b with the first two active and the final archived.): [ { "_id" : "q1w2e3r4t5y6u7i" , "_project" : "p0o9i8u7y6t5" , "name" : "feature-b" , "key" : "feature-b" , "type" : "Boolean" , "status" : "archived" , "defaultValue" : false , "source" : "dashboard" , "_createdBy" : "google-oauth2|113009494912133793971" , "createdAt" : "2023-07-26T20:51:59.421Z" , "updatedAt" : "2023-07-26T21:01:17.592Z" } , { "_id" : "q1w2e3r4t5y6u7i" , "_project" : "p0o9i8u7y6t5" , "_feature" : "e3r4t5y6u7u7" , "name" : "Variable Beta" , "key" : "variable-beta" , "description" : "New String Variable" , "type" : "String" , "status" : "active" , "source" : "cli" , "_createdBy" : "google-oauth2|q1w2e3r4t5" , "createdAt" : "2023-07-26T20:46:49.209Z" , "updatedAt" : "2023-07-26T21:07:23.402Z" } , { "_id" : "q1w2e3r4t5y6u7i" , "_project" : "p0o9i8u7y6t5" , "_feature" : "e3r4t5y6u7u7" , "name" : "Variable Alpha" , "key" : "variable-alpha" , "description" : "" , "type" : "Boolean" , "status" : "active" , "source" : "dashboard" , "_createdBy" : "google-oauth2|q1w2e3r4t5t" , "createdAt" : "2023-07-26T20:28:03.057Z" , "updatedAt" : "2023-07-26T21:04:17.638Z" } ] To list the keys of all variable in a project enter: dvc variations list You should be presented with something which looks like the following: [ "feature-b" , "variable-beta" , "variable-alpha" ] Create Once you have installed and authorized the CLI, select your relevant organization and project then run the following command: dvc variables create You will be prompted to set a Name, Key, Description (Optional), Type of Variable (String, Boolean, Number or JSON) and the feature to which you would like to assign the variable. If successful you will receive something which resembles the following (which demonstrates creating a new string variable called variable-beta and adding it to the feature named feature-a ): { "_id" : "q1w2e3r4t5y6u7i" , "_project" : "p0o9i8u7y6t5" , "_feature" : "e3r4t5y6u7u7" , "name" : "Variable Beta" , "key" : "variable-beta" , "description" : "New String Variable" , "type" : "String" , "status" : "active" , "source" : "cli" , "_createdBy" : "google-oauth2|q1w2e3r4t5y6ui8" , "createdAt" : "2023-07-26T20:46:49.209Z" , "updatedAt" : "2023-07-26T20:46:49.209Z" } Update Once you have installed and authorized the CLI, select your relevant organization and project then run the following command: dvc variable update You will be prompted to select a variable you would like to update, and can update the name, description or associated feature (not current working), then will receive a response which resembles something like is found below (which demonstrates changing the name of a variable named Variable Beta to Variable Beta (Renamed) ): { "_id" : "q1w2e3r4t5y6u7i" , "_project" : "p0o9i8u7y6t5" , "_feature" : "e3r4t5y6u7u7" , "name" : "Variable Beta (Renamed)" , "key" : "variable-beta" , "description" : "New String Variable" , "type" : "String" , "status" : "active" , "source" : "cli" , "_createdBy" : "google-oauth2|113009494912133793971" , "createdAt" : "2023-07-26T20:46:49.209Z" , "updatedAt" : "2023-07-26T21:06:30.024Z" } Edit this page Last updated on Jan 9, 2026 Previous Features Next Variations Manage Create Update DevCycle Dashboard Blog Privacy Policy Twitter Discord GitHub Copyright © 2026 DevCycle. All rights reserved. | 2026-01-13T08:48:27 |
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https://stackoverflow.co/company/careers/?utm_source=blog&utm_medium=referral&utm_campaign=footer | Develop your future at Stack Overflow - Stack Overflow Careers Press Leadership Social Impact Our products Careers Develop your future Join a fast-growing tech company that empowers people to deliver outstanding results and to learn and grow along the way. View current job openings 2026 Built In Awards Best place to work – New York City Who we are Stack Overflow strives to be the most vital source of technologists, helping them to cultivate community, power learning, and unlock growth. Founded in 2008, millions of people come to Stack Overflow’s public platform every month, making it one of the most integral websites in the world with over 83 million questions asked and answered. At work, Stack Overflow Business helps companies of all sizes with Stack Internal , the trusted knowledge intelligence ecosystem for enterprises used by over 20,000 organizations. Stack Data Licensing helps leading AI companies build their products with the trusted foundation of our human-validated, attributed content. Our Stack Ads product helps companies build their brand and reach the world’s largest technical audience. Joining Stack Overflow means helping all levels of tech enthusiasts in life and at work, as well as getting the chance to work with a smart, talented, and collaborative team. We believe that diverse experience contributes to a broader collective perspective that will consistently lead to better products. Every person we hire makes Stack Overflow a better place to work. Join us. Our mission Cultivate community. Power learning. Unlock growth. Current openings Show all open positions Executive Support 1 Executive Business Partner US - Remote Marketing 1 Enterprise Field Marketing Manager US - Remote Product Engineering 1 Engineering Manager US - Remote Stack Overflow does not discriminate in employment matters on the basis of race, color, religion, gender, national origin, age, military service eligibility, veteran status, sexual orientation, marital status, disability, or any other protected class. We support workplace diversity. Read our Applicant and Candidate Privacy Notice Our commitment to diversity, equity and inclusion Stack Overflow is committed to a diverse, inclusive, and equitable workplace where all employees feel valued and respected. Read our Human Rights Statement Employee Resource Groups (ERGs) We have ERGs that range from Black & Brown to LGBTQ+ to a group focused on neurodiversity. Groups meet regularly, plan company-wide programming, and give feedback to leadership. Recruiting & retention We seek people from a diversity of backgrounds and experiences, particularly from those that are underrepresented at Stack Overflow and our hiring policies and practices reflect this. Advancement opportunities We promote from within the organization often, and we invest in professional development and coaching to ensure all employees are well-positioned to meet and exceed their goals. Giving back We prioritize inclusion on our public platforms through numerous initiatives, and we partner with and support organizations working towards racial equity. Our core values Adopt a customer-first mindset Authentically serve our customers by empowering, listening, and collaborating with our fellow Stackers. Be flexible and inclusive We do our best work when a diverse group of people collaborate in an environment of respect and trust. Create space for different voices to be heard, and allow flexibility in how people work. 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Additionally, all employees have annual tuition reimbursement, professional development budget for continuing education, conferences, and memberships, in order to advance their skills and knowledge. Stay fit & have fun We provide employees monthly fitness reimbursements as well as host regular yoga and meditation classes during the work day. That’s in addition to regular virtual cooking classes, "bev bashes" (what we call happy hours), and more. Stack Gives Back We care deeply for our employees and provide paid time off to encourage their voluntary involvement in and support of programs that positively impact the quality of life within the communities in which we live. And much more such as Summer Fridays, a Calm subscription, and others! Our knowledge, shared Visit the blog Visit resource center 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. Read article December 30, 2025 A new era of Stack Overflow Live from the stage of WeAreDevelopers, we’re unveiling our new vision and mission for the future of Stack Overflow and our community. Read article December 26, 2025 AI vs Gen Z: How AI has changed the career pathway for junior developers For promising Gen Z students, a career as a software developer seemed like the golden ticket to career stability and success. But in the age of AI, the career promise for Gen Z software developers is gone. 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https://docs.suprsend.com/docs/type-generation | Type Safety - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection Developer Resources Overview Updates and Versioning Versioning and Support Policy SDK Changelog Authentication API Keys and Secrets Service Token Best Practices for Key & Token Management MCP Overview BETA Quickstart Tool List Building with LLMs Security Security SDKs and APIs SDKs Management API REST API Postman Collection Features Validate Trigger Payload Type Safety Testing Testing the Template Test Mode Monitoring and Logging Logs Data Out Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation Features Type Safety Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Features Type Safety OpenAI Open in ChatGPT Ensure Type Safety in Workflow Triggers with Schema-Driven Interfaces. OpenAI Open in ChatGPT Overview Type generation automatically creates strongly-typed programming language interfaces from your SuprSend JSON schemas . Instead of manually writing type definitions, you define your workflow payload structure once as a JSON schema in SuprSend, and the CLI generates type-safe interfaces for TypeScript, Python, Go, Java, Kotlin, Swift, or Dart. This ensures payloads sent to workflows always match the expected schema, catching errors at compile time instead of at runtime. Generated type files are auto-generated and should not be manually edited. Regenerate types when you update schemas in SuprSend. Why Use Type Generation? Without type generation, you work with plain objects that can lead to runtime errors. Type generation catches these errors during development with compile-time type safety and IDE autocomplete. Copy Ask AI // ❌ Without types - bug may show up only at runtime const data1 = { invoice_amount: "5000" }; const total1 = data1 . invoice_amount + 500 ; // "5000500" (string concat) // ✅ With generated types - error caught during development type OrderCreatedEventData = { invoice_amount : number ; }; const data2 : OrderCreatedEventData = { invoice_amount: "5000" }; // ^^^^^^^^^ TypeScript error: // Type 'string' is not assignable to type 'number'. You get early error detection, IDE autocomplete, immediate feedback when schemas change, and self-documenting code. Generate Types Prerequisites Before generating types, ensure you have: ✅ SuprSend CLI installed ✅ Authenticated with your workspace ✅ Created and enabled schemas for your workflows ( see guide ) Command Syntax Once you’ve completed all the prerequisites, you can generate types using the following command in CLI. It will create type definitions for all the live schemas in your workspace: Copy Ask AI suprsend generate-types < languag e > --output-file < output-fil e > [flags] Here’s an example of how to generate types in all languages: TypeScript Python Go Java Kotlin Swift Dart Copy Ask AI suprsend generate-types typescript suprsend generate-types typescript --output-file types.ts Supported Languages Language File Extension Default Output File TypeScript .ts suprsend-types.ts Python .py suprsend-types.py Go .go suprsend-types.go Java .java suprsend-types.java Kotlin .kt suprsend-types.kt Swift .swift suprsend-types.swift Dart .dart suprsend-types.dart For complete details on command arguments and flags, see the CLI Generate Types Reference . Output File Structure The output of the syntax generates a file with interfaces or definitions corresponding to all events and workflows that are linked to the schemas. So, there can’t be a mismatch between the schema mapped to the event or workflow while writing the code. All events are suffixed with Event keyword and workflows are suffixed with Workflow keyword. suprsend-types.py suprsend-types.ts suprsend-types.go suprsend-types.java Copy Ask AI from typing import Optional, List from pydantic import BaseModel class OrderCreatedEvent ( BaseModel ): order_id: str user_id: str order_amount: float currency: str payment_status: str discount_code: Optional[ str ] = None items_count: int class SendInvoiceWorkflow ( BaseModel ): invoice_id: str invoice_amount: float invoice_date: str invoice_status: str invoice_due_date: str invoice_currency: str invoice_items: List[InvoiceItem] Use Generated Types Once generated, you can import the type definitions in your workflow or event triggers to ensure type safety throughout your codebase. TypeScript Python Go Java Copy Ask AI import { Suprsend , WorkflowTriggerRequest } from "@suprsend/node-sdk" ; //Import the generated types import { SendInvoiceWorkflow , OrderCreatedEvent } from "./suprsend-types" ; const client = new Suprsend ( "workspace_key" , "workspace_secret" ); // ✅ Type-safe data creation const triggerData : SendInvoiceWorkflow = { order_id: "Order-1234" , user_id: "User-1234" , order_amount: 5000 , currency: "USD" }; const body = { workflow: "send-invoice" , recipients: [ { distinct_id: "0gxxx9f14-xxxx-23c5-1902-xxxcb6912ab09" , $email: [ " [email protected] " ], name: "recipient_1" , }, ], data: triggerData , // ✅ Type-safe }; const wf = new WorkflowTriggerRequest ( body , { tenant_id: "tenant_id" , idempotency_key: "_unique_request_identifier" , }); const response = await client . workflows . trigger ( wf ); console . log ( "response" , response ); With Pydantic models (Python), you get runtime validation. Invalid data types will raise validation errors with clear messages. Best Practices Don’t edit generated files — treat them as build artifacts and regenerate from schema changes. Regenerate on schema updates — keep types in sync with SuprSend schemas (ideally in the same PR as schema changes). Automate in CI/CD — run type generation in your pipeline and fail the build if generated output is out of date. Version your schemas — evolve payloads safely without breaking existing producers/consumers. Use types at boundaries — type the payload right before calling workflows.trigger(...) (and validate incoming webhook/event payloads). Frequently Asked Questions My generated types are outdated. What should I do? If generated types don’t match your current schemas, regenerate them using the CLI: Copy Ask AI suprsend generate-types typescript --output-file types.ts Always regenerate types after updating or committing schemas in SuprSend. Why are some fields missing in my generated types? This usually happens when: The schema is still in draft and not committed Types were not regenerated after schema changes Ensure the schema is committed and regenerate the types using the CLI. Why do I see type errors in my IDE but the code still runs? This typically means: Generated types are outdated The schema was changed in SuprSend but types weren’t regenerated You’re generating types from the wrong workspace Regenerate types and verify the --workspace flag if used. What happens if I don’t use type safety? Without type safety: Errors surface only at runtime Invalid payloads may partially process Workflow conditions and templates can break silently Debugging becomes harder across environments Should I edit the generated type files? No. Generated files should not be edited manually. Any changes will be overwritten the next time types are regenerated. Always update schemas in SuprSend and regenerate types. How often should I regenerate types? You should regenerate types whenever: A schema is added or updated A field is added, removed, or renamed A field’s datatype changes Many teams automate this in CI/CD. Can I automate type generation in CI/CD? Yes. It’s recommended to add type generation to your CI/CD pipeline to ensure schemas and application code stay in sync across environments. What does type safety mean in SuprSend workflows? Type safety ensures that the data you send when triggering workflows or events strictly matches the schema defined in SuprSend. This helps catch missing fields, wrong data types, or invalid payloads during development instead of at runtime. Why should I use type-safe workflow triggers? Type-safe triggers help prevent production bugs caused by incorrect payloads, improve developer experience with autocomplete and validation, and ensure your workflow logic always receives valid and expected data. How does SuprSend generate type-safe interfaces? SuprSend generates strongly typed interfaces directly from your JSON schemas. You define the schema once in SuprSend, and the CLI generates language-specific types (TypeScript, Python, Go, Java, Kotlin, Swift, Dart) that stay in sync with your workflows. Which languages are supported for type generation? SuprSend supports type generation for: TypeScript Python Go Java Kotlin Swift Dart Related Documentation Validate Trigger Payload - Learn about JSON schemas and how to link them to workflows or events CLI Generate Types Reference - Complete CLI command reference for generating types Was this page helpful? Yes No Suggest edits Raise issue Previous Testing the Template How to send a test notification from the template editor to your device for actual message preview. Next ⌘ I x github linkedin youtube Powered by On this page Overview Why Use Type Generation? Generate Types Prerequisites Command Syntax Supported Languages Output File Structure Use Generated Types Best Practices Frequently Asked Questions Related Documentation | 2026-01-13T08:48:27 |
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https://support.apple.com/en-za/105082 | Delete your Safari history, cache and cookies on iPhone - Apple Support (ZA) Apple Mac iPad iPhone Watch Support Where to Buy Delete your Safari history, cache and cookies on iPhone In your iPhone settings, you can choose to delete your Safari history, cookies, cache or a specific website from your history. You can also turn on content blockers. Delete your history, cache and cookies Clear your cookies and the cache, but keep your history Delete a website from your history Block cookies Use content blockers Delete history, cache and cookies Go to Settings > Apps > Safari. Scroll down and tap Clear History and Website Data. Confirm the timeframe you want to clear, then tap Clear History. This doesn’t change your AutoFill information. If this button is grey, there is either no data to clear, or you may need to check your web content restrictions in Screen Time . Clear your cookies and the cache, but keep your history Go to Settings > Apps > Safari > Advanced > Website Data. Tap Remove All Website Data. If this button is grey, there is either no data to clear, or you may need to check your web content restrictions in Screen Time . Tap Remove Now. This clears data that’s used for tracking, and by websites to save login information for faster browsing. Delete a website from your history Open the Safari app, then tap the More button . Tap Bookmarks. Tap the History button , then tap the More button again. Tap Select Websites, then select one or more websites to delete from your history. Tap the Bin button . Block cookies If you want to block cookies (data a site places on your device to remember you), go to Settings > Apps > Safari > Advanced. Turn on Block All Cookies. Tap Block All. This will remove all existing cookies and website data. Safari quits, and your tabs will be reloaded. If you block cookies, some web pages may not work. Here are some examples: You will likely not be able to sign in to a site, even when using your correct username and password. You may see a message that cookies are required or that your browser’s cookies are turned off. Some features on a site may not work. Use content blockers Go to the App Store and download a content blocking app (third-party apps and extensions that let Safari block cookies, images, resources, pop-ups and other content). Then tap Settings > Apps > Safari > Extensions. Tap to turn on a listed content blocker. You can use more than one content blocker. If you need help, contact the app developer . Information about products not manufactured by Apple, or independent websites not controlled or tested by Apple, is provided without recommendation or endorsement. Apple assumes no responsibility with regard to the selection, performance or use of third-party websites or products. Apple makes no representations regarding third-party website accuracy or reliability. Contact the vendor for additional information. Published Date: September 24, 2025 Helpful? Yes No Character limit: 250 Maximum character limit is 250. Please don’t include any personal information in your comment. Submit Thanks for your feedback. Related topics Apple Footer Apple Support Delete your Safari history, cache and cookies on iPhone South Africa Copyright © 2025 Apple Inc. All rights reserved. Terms of Use Site Map | 2026-01-13T08:48:27 |
https://support.apple.com/en-in/105082 | Delete your Safari history, cache and cookies on iPhone - Apple Support (IN) Apple Store Mac iPad iPhone Watch AirPods TV & Home Entertainment Accessories Support 0 + Delete your Safari history, cache and cookies on iPhone In your iPhone settings, you can choose to delete your Safari history, cookies, cache or a specific website from your history. You can also turn on content blockers. Delete your history, cache and cookies Clear your cookies and the cache, but keep your history Delete a website from your history Block cookies Use content blockers Delete history, cache and cookies Go to Settings > Apps > Safari. Scroll down and tap Clear History and Website Data. Confirm the timeframe you want to clear, then tap Clear History. This doesn’t change your AutoFill information. If this button is grey, there is either no data to clear, or you may need to check your web content restrictions in Screen Time . Clear your cookies and the cache, but keep your history Go to Settings > Apps > Safari > Advanced > Website Data. Tap Remove All Website Data. If this button is grey, there is either no data to clear, or you may need to check your web content restrictions in Screen Time . Tap Remove Now. This clears data that’s used for tracking, and by websites to save login information for faster browsing. Delete a website from your history Open the Safari app, then tap the More button . Tap Bookmarks. Tap the History button , then tap the More button again. Tap Select Websites, then select one or more websites to delete from your history. Tap the Bin button . Block cookies If you want to block cookies (data a site places on your device to remember you), go to Settings > Apps > Safari > Advanced. Turn on Block All Cookies. Tap Block All. This will remove all existing cookies and website data. Safari quits, and your tabs will be reloaded. If you block cookies, some web pages may not work. Here are some examples: You will likely not be able to sign in to a site, even when using your correct username and password. You may see a message that cookies are required or that your browser’s cookies are turned off. Some features on a site may not work. Use content blockers Go to the App Store and download a content blocking app (third-party apps and extensions that let Safari block cookies, images, resources, pop-ups and other content). Then tap Settings > Apps > Safari > Extensions. Tap to turn on a listed content blocker. You can use more than one content blocker. If you need help, contact the app developer . Information about products not manufactured by Apple, or independent websites not controlled or tested by Apple, is provided without recommendation or endorsement. Apple assumes no responsibility with regard to the selection, performance or use of third-party websites or products. Apple makes no representations regarding third-party website accuracy or reliability. Contact the vendor for additional information. Published Date: September 24, 2025 Helpful? Yes No Character limit: 250 Maximum character limit is 250. Please don’t include any personal information in your comment. Submit Thanks for your feedback. Related topics Apple Footer Apple Support Delete your Safari history, cache and cookies on iPhone India Copyright © 2025 Apple Inc. All rights reserved. Privacy Policy Terms of Use Sales Policy Site Map | 2026-01-13T08:48:27 |
https://support.apple.com/en-kw/105082 | Delete your Safari history, cache, and cookies on iPhone - Apple Support (KW) Apple Mac iPad iPhone Watch AirPods Entertainment Support Where to Buy Delete your Safari history, cache, and cookies on iPhone In your iPhone settings, you can choose to delete your Safari history, cookies, cache, or a specific website from your history. You can also turn on content blockers. Delete history, cache, and cookies Clear cookies and cache, but keep your history Delete a website from your history Block cookies Use content blockers Delete history, cache, and cookies Go to Settings > Apps > Safari. Scroll down and tap Clear History and Website Data. Confirm the timeframe that you want to clear, then tap Clear History. This doesn't change your AutoFill information. If this button is gray, there is either no data to clear, or you might need to check your web content restrictions in Screen Time . Clear cookies and cache, but keep your history Go to Settings > Apps > Safari > Advanced > Website Data. Tap Remove All Website Data. If this button is gray, there is either no data to clear, or you might need to check your web content restrictions in Screen Time . Tap Remove Now. This clears data that's used for tracking, and by websites to save login information for faster browsing. Delete a website from your history Open the Safari app, then tap the More button . Tap Bookmarks. Tap the History button , then tap the More button again. Tap Select Websites, then select one or more websites to delete from your history. Tap the Trash button . Block cookies If you want to block cookies (data a site places on your device to remember you), go to Settings > Apps > Safari > Advanced. Turn on Block All Cookies. Tap Block All. This removes all existing cookies and website data. Safari quits, and your tabs are reloaded. If you block cookies, some webpages might not work. Here are some examples: You will likely not be able to sign in to a site, even when using your correct username and password. You might see a message that cookies are required or that your browser's cookies are off. Some features on a site might not work. Use content blockers Go to the App Store and download a content blocking app (third-party apps and extensions that let Safari block cookies, images, resources, pop-ups, and other content). Then tap Settings > Apps > Safari > Extensions. Tap to turn on a listed content blocker. You can use more than one content blocker. If you need help, contact the app developer . Information about products not manufactured by Apple, or independent websites not controlled or tested by Apple, is provided without recommendation or endorsement. Apple assumes no responsibility with regard to the selection, performance, or use of third-party websites or products. Apple makes no representations regarding third-party website accuracy or reliability. Contact the vendor for additional information. Published Date: September 17, 2025 Helpful? Yes No Character limit: 250 Maximum character limit is 250. Please don’t include any personal information in your comment. Submit Thanks for your feedback. Related topics Apple Footer Apple Support Delete your Safari history, cache, and cookies on iPhone Kuwait Copyright © 2025 Apple Inc. All rights reserved. Privacy Policy Terms of Use Site Map | 2026-01-13T08:48:27 |
https://aws.amazon.com/fr/app-mesh/ | Service de mise en réseau d’applications - AWS App Mesh - Amazon Web Services Passer au contenu principal Filter: Tout English Nous contacter AWS Marketplace Assistance Mon compte Recherche Filter: Tout Se connecter à la console Créer un compte AWS App Mesh Présentation Fonctionnalités Tarification Démarrer Questions fréquentes (FAQ) Plus Produits › Mise en réseau et diffusion de contenu › AWS App Mesh Avis de fin de prise en charge : le 30 septembre 2026, AWS mettra fin à la prise en charge d'AWS AppMesh. Après le 30 septembre 2026, vous ne pourrez plus accéder à la console AWS AppMesh ni aux ressources AWS AppMesh. Pour plus d'informations, lire cet article de blog. AWS App Mesh Mise en réseau au niveau de l'application pour tous vos services Pourquoi App Mesh ? Lecture Avantages d’App Mesh Rationaliser Rationaliser les opérations, mettre en œuvre des règles de routage du trafic personnalisées, et configurer et standardiser la manière dont le trafic circule entre vos services. Optimisation Capturer les métriques, les journaux et les suivis de vos applications pour identifier et isoler rapidement les problèmes et optimiser votre application. Renforcer la sécurité Améliorer la sécurité du réseau avec des contrôles d'authentification et des requêtes chiffrées entre les services, même au sein de votre réseau privé. Créer un compte AWS Apprendre Qu’est-ce qu’AWS ? Qu’est-ce que le cloud computing ? Qu’est-ce que l’IA agentique ? Hub de concepts de cloud computing Sécurité dans le Cloud AWS Nouveautés Blogs Communiqués de presse Ressources Démarrer Formation Centre de confiance AWS Bibliothèque de solutions AWS Centre d'architecture Questions fréquentes (FAQ) techniques et sur les produits Rapports d'analystes Partenaires AWS Développeurs Centre pour concepteurs Kits SDK et outils .NET sur AWS Python sur AWS Java sur AWS PHP sur AWS JavaScript sur AWS Aide Contactez-nous Soumettez un ticket de support AWS re:Post Centre de connaissances Présentation d’AWS Support Obtenez l’aide d’experts Accessibilité AWS Informations juridiques English Retour en haut de la page Amazon est un employeur qui souscrit aux principes d’équité en matière d’emploi : minorités, femmes, handicaps, seniors, identité de genre, orientation sexuelle, âge. x facebook linkedin instagram twitch youtube podcasts email Confidentialité Conditions d’utilisation du site Préférences en matière de cookies © 2026, Amazon Web Services, Inc. ou ses sociétés apparentées. Tous droits réservés. | 2026-01-13T08:48:27 |
https://dev.to/ayushdeveloper | Ayush Deb - 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 Follow User actions Ayush Deb An Electronics Student , interested in Web Development and Blockchain . Mission to make it as a full stack dev. Joined Joined on Dec 6, 2021 github website Education Institute of Technology Nirma University Work Student Four Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least four years. Got it Close Three Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least three years. Got it Close Open Source AI Challenge with pgai and Ollama Completion Badge Awarded for completing at least one prompt in the Open Source AI Challenge with pgai and Ollama. 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Got it Close More info about @ayushdeveloper Skills/Languages HTML , CSS , JavaScript , Solidity , Vue, npm , Bulma, Bootstrap, Node , Python , Seaborn , Matplotlib, Verilog , pandas Post 3 posts published Comment 3 comments written Tag 17 tags followed Research AI Assistant Application - RAG Ayush Deb Ayush Deb Ayush Deb Follow Nov 9 '24 Research AI Assistant Application - RAG # devchallenge # pgaichallenge # database # ai 1 reaction Comments Add Comment 3 min read Want to connect with Ayush Deb? Create an account to connect with Ayush Deb. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in Create a Full Stack Mern Social Media Application - Part 2 Ayush Deb Ayush Deb Ayush Deb Follow Oct 14 '24 Create a Full Stack Mern Social Media Application - Part 2 Comments Add Comment 1 min read Create a Full Stack Mern Social Media Application - Part 1 Ayush Deb Ayush Deb Ayush Deb Follow Oct 10 '24 Create a Full Stack Mern Social Media Application - Part 1 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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https://stackoverflow.blog/worst-coder-in-the-world/ | worst coder in the world - 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. worst coder in the world Subscribe to the podcast Get The Stack Overflow Podcast at your favorite listening service. Apple Podcasts Overcast Overcast Pocket Casts Spotify RSS feed January 2, 2026 A new worst coder has entered the chat: vibe coding without code knowledge In the age of AI, being able to make applications and create code has never been easier. But is it any good? Here's what vibe coding is like for someone without technical skills. Phoebe Sajor 27 comment s vibe coding ai coding generative AI worst coder in the world April 26, 2023 The worst coder in the world tries an AI sidekick Look out, world! The worst coder is back and ready to create code he doesn't understand. Ben Popper 45 comment s AI Code for a Living generative AI worst coder in the world February 22, 2020 Ben Popper is the Worst Coder : Complexity is the Constant Why bother to learn a programming language when it will be out of date by the time I master it? Ben Popper 27 comment s Bulletin Bulletin change management go rust stack overflow Stackoverflow Stackoverflow worst coder in the world February 13, 2020 Ben Popper is the worst coder in the world: Something awry with my array Our intrepid new coder meets his first data structure. With an array of concepts in front of him, will he push his learning until it pops for him? Ben Popper 31 comment s arrays Bulletin Bulletin Stackoverflow Stackoverflow worst coder in the world December 26, 2019 Ben Popper is the Worst Coder in The World of Seven Billion Humans Ben Popper 29 comment s Bulletin Bulletin Code for a Living Stackoverflow Stackoverflow worst coder in the world November 8, 2019 Ben Popper is the Worst Coder In The World: Quantum Edition It feels like programming would be a lot less intimidating if the vocabulary used to describe operators was closer to what the average person learned in school. Learning to concatenate a string sounds difficult. Putting a bunch of words together in a certain order, now that sounds approachable! Ben Popper 19 comment s Bulletin Bulletin Code for a Living javascript linguistics quantum supremacy stack overflow Stackoverflow worst coder in the world October 22, 2019 Ben Popper is the Worst Coder In The World - by Ben Popper A black belt is just a white belt who never quits. How bad could I possibly be at this stuff? Ben Popper 65 comment s beginner Bulletin Code for a Living intro to programming learning to code Stackoverflow worst coder in the world 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 | 2026-01-13T08:48:27 |
https://support.apple.com/en-is/105082 | Delete your Safari history, cache, and cookies on iPhone - Apple Support (IS) Apple Delete your Safari history, cache, and cookies on iPhone In your iPhone settings, you can choose to delete your Safari history, cookies, cache, or a specific website from your history. You can also turn on content blockers. Delete history, cache, and cookies Clear cookies and cache, but keep your history Delete a website from your history Block cookies Use content blockers Delete history, cache, and cookies Go to Settings > Apps > Safari. Scroll down and tap Clear History and Website Data. Confirm the timeframe that you want to clear, then tap Clear History. This doesn't change your AutoFill information. If this button is gray, there is either no data to clear, or you might need to check your web content restrictions in Screen Time . Clear cookies and cache, but keep your history Go to Settings > Apps > Safari > Advanced > Website Data. Tap Remove All Website Data. If this button is gray, there is either no data to clear, or you might need to check your web content restrictions in Screen Time . Tap Remove Now. This clears data that's used for tracking, and by websites to save login information for faster browsing. Delete a website from your history Open the Safari app, then tap the More button . Tap Bookmarks. Tap the History button , then tap the More button again. Tap Select Websites, then select one or more websites to delete from your history. Tap the Trash button . Block cookies If you want to block cookies (data a site places on your device to remember you), go to Settings > Apps > Safari > Advanced. Turn on Block All Cookies. Tap Block All. This removes all existing cookies and website data. Safari quits, and your tabs are reloaded. If you block cookies, some webpages might not work. Here are some examples: You will likely not be able to sign in to a site, even when using your correct username and password. You might see a message that cookies are required or that your browser's cookies are off. Some features on a site might not work. Use content blockers Go to the App Store and download a content blocking app (third-party apps and extensions that let Safari block cookies, images, resources, pop-ups, and other content). Then tap Settings > Apps > Safari > Extensions. Tap to turn on a listed content blocker. You can use more than one content blocker. If you need help, contact the app developer . Information about products not manufactured by Apple, or independent websites not controlled or tested by Apple, is provided without recommendation or endorsement. Apple assumes no responsibility with regard to the selection, performance, or use of third-party websites or products. Apple makes no representations regarding third-party website accuracy or reliability. Contact the vendor for additional information. Published Date: September 17, 2025 Helpful? Yes No Character limit: 250 Maximum character limit is 250. Please don’t include any personal information in your comment. Submit Thanks for your feedback. Related topics Apple Footer Apple Support Delete your Safari history, cache, and cookies on iPhone Iceland Copyright © 2025 Apple Inc. All rights reserved. Terms of Use Privacy Policy Use of Cookies | 2026-01-13T08:48:27 |
https://stackoverflow.blog/ai/ | AI - 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. AI Related Tags vibe coding ai coding agentic AI software development security Leaders of code Subscribe to the podcast Get The Stack Overflow Podcast at your favorite listening service. Apple Podcasts Overcast Overcast Pocket Casts Spotify RSS feed January 13, 2026 Vibe code anything in a Hanselminute Ryan welcomes back the mighty Scott Hanselman, VP of Developer Community at Microsoft, for a crossover episode about all things vibe coding. Phoebe Sajor 0 comment s The Stack Overflow Podcast vibe coding AI ai coding agentic AI January 7, 2026 You need quality engineers to turn AI into ROI Pete Johnson, Field CTO, Artificial Intelligence at MongoDB, joins the podcast to say that looking at AI’s impact as a job killer is a flawed metric. Ryan Donovan 4 comment s Sponsored Partner Content The Stack Overflow Podcast AI 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 January 2, 2026 The most dangerous shortcuts in software Ryan sits down with Tom Totenberg, head of release automation at LaunchDarkly, to discuss the perils of taking too many shortcuts in software development, how business pressures and AI code tools have contributed to dangerous corner cutting, and the importance of balancing speed with sustainability to maintain system integrity. Phoebe Sajor 0 comment s The Stack Overflow Podcast software development ai coding AI dev tools tooling 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 December 30, 2025 How AI is helping us build better communities MIT and Stanford professor Alex “Sandy” Pentland joins the show to explore the power of communities for shared knowledge and how AI could hurt or help the growth of these communities. Phoebe Sajor 0 comment s The Stack Overflow Podcast Community AI knowledge sharing December 26, 2025 AI vs Gen Z: How AI has changed the career pathway for junior developers For promising Gen Z students, a career as a software developer seemed like the golden ticket to career stability and success. But in the age of AI, the career promise for Gen Z software developers is gone. Phoebe Sajor 9 comment s AI generative AI Gen Z ai coding software development career development 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 December 23, 2025 The AI ick How we feel about AI-generated content, what AI detectors tell us, and why human creativity matters. Also, what is art? Eira May 26 comment s AI art writing December 23, 2025 Settle down, nerds. AI is a normal technology Ryan welcomes Anil Dash, writer and former Stack Overflow board member, back to the show to discuss how AI is not a magical technology, but rather the normal next step in computing’s evolution. They explore the importance of democratizing access to technology, the unique challenges that LLMs’ non-determinism poses, and how developers can keep Stack Overflow’s ethos of community alive in a world of AI. Phoebe Sajor 0 comment s The Stack Overflow Podcast llm software development AI coding community December 19, 2025 Last week in AWS re:Invent with Corey Quinn Ryan sits down with Corey Quinn, Chief Cloud Economist at Duckbill, at AWS re:Invent to get Corey’s patented snarky take on all the happenings from the conference. Phoebe Sajor 0 comment s The Stack Overflow Podcast aws cloud computing infrastructure management software development llm AI agentic AI December 15, 2025 At AWS re:Invent, the news was agents, but the focus was developers Four days, 60,000 developers, and AI-generated perfume. The re:Invent that was. Ryan Donovan 0 comment s AI aws cloud computing December 11, 2025 Simulating lousy conversations: Q&A with Silvio Savarese, Chief Scientist & Head of AI Research at Salesforce AI yells at voice agents so you don't have to. Ryan Donovan 2 comment s AI December 9, 2025 AI is a crystal ball into your codebase Ryan is joined by Kayvon Beykpour, CEO and founder of Macroscope, to dive into AI-powered code review’s potential for managing large codebases, the need for humans-in-the-loop for PR reviews so AI tools can efficiently and effectively debug, and how AI can increase visibility through summarization at the abstract syntax tree level and high signal-to-noise ratio code reviews. Phoebe Sajor 1 comment The Stack Overflow Podcast AI ai coding code review security debugging December 8, 2025 The shift in enterprise AI—what we learned on the floor at Microsoft Ignite There's a distinct shift in how enterprises are talking about their AI solutions. Speed and flashiness are giving way to steadier, slower, more focused AI strategies for companies, where market fit and proof points are more important than ever. Phoebe Sajor 1 comment AI software engineering automation agentic AI microsoft December 4, 2025 Postman’s journey and unlocking the power of APIs Lessons learned building a global API platform, navigating hyper-growth, and API-powered AI agents. Katja Skafar 0 comment s Leaders of code The Stack Overflow Podcast Business Hub AI software development developer experience API December 2, 2025 Introducing Stack Overflow AI Assist—a tool for the modern developer The way that developers interact with knowledge has changed in the age of AI. That's why we created AI Assist—a new way for users to access our 17 years of expert knowledge, and how Stack Overflow is remaining the always-open-tab of programmers around the world. Phoebe Sajor 9 comment s community update Community generative AI AI ai assistant Company November 25, 2025 Essential ingredients for enterprise AI success Here, we’ve distilled the survey findings, laid out action items for leadership, and dug into recommendations around agentic AI for the enterprise. Spoiler alert: It all comes back to data quality. Eira May 2 comment s Leaders of code The Stack Overflow Podcast Business Hub developer survey AI developer tools November 25, 2025 You’re probably underutilizing your GPUs Ryan is joined by Jared Quincy Davis, CEO and co-founder of Mithril, to explore the importance of efficient resource allocation and GPU utilization in AI, the myth and misconceptions of the GPU shortage, and how the economics of GPU will change with new scheduling and utilization strategies. Phoebe Sajor 1 comment The Stack Overflow Podcast chip artificial intelligence AI November 21, 2025 Only you can stop AI database drops Ryan is joined by David Hsu, CEO and founder of Retool, to explore how AI is transforming the role of a software developer into a software architect, the increasing accessibility of coding for non-engineers, and the importance of placing guardrails and higher-level programming primitives on AI coding assistants. Phoebe Sajor 1 comment The Stack Overflow Podcast data primitives AI vibe coding ai coding ai assistant AI agents security software architecture November 13, 2025 One thing enterprise AI projects need to succeed? Community. Discover how leveraging an intelligent, community-driven knowledge layer is the key to grounding probabilistic tools, preventing AI hallucination, and validating high-quality code. Katja Skafar 2 comment s Leaders of code The Stack Overflow Podcast Business Hub AI software development developer experience November 7, 2025 Revealing the unknown unknowns in your software Ryan welcomes Nic Benders to discuss the complexity and abstraction crisis in software development, the importance of going beyond observability into understandability, and demystifying AI's opacity for understanding and control. Phoebe Sajor 0 comment s The Stack Overflow Podcast observability AI data observability November 4, 2025 To write secure code, be less gullible than your AI Ryan is joined by Greg Foster, CTO of Graphite, to explore how much we should trust AI-generated code to be secure, the importance of tooling in ensuring code security whether it’s AI-assisted or not, and the need for context and readability for humans in AI code. Phoebe Sajor 0 comment s The Stack Overflow Podcast AI ai coding security code review dev tools tooling developer tools October 31, 2025 Vibe coding needs a spec, too Ryan talks with Deepak Singh, VP of Developer Agents and Experiences at AWS and lead at Kiro, about spec-driven development in a vibe coding world. They explore how AI tools have evolved from autocomplete to sophisticated agents that can write code based off of just specs, and how AWS has pioneered spec-driven development through their Kiro agent. Phoebe Sajor 0 comment s The Stack Overflow Podcast vibe coding software architecture technical specs AI ai coding ai assistant artificial intelligence AI agents 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 | 2026-01-13T08:48:27 |
https://docs.devcycle.com/cli-mcp/mcp-reference#local-mcp-server-installation | MCP Reference | DevCycle Docs Skip to main content Home SDKs APIs Management API Bucketing API Integrations CLI / MCP Best Practices Community Blog Discord Search Sign Up CLI / MCP Overview CLI CLI Reference CLI User Guides Projects Environments SDK Keys Features Variables Variations Targeting Rules Self-Targeting CLI User Guides MCP MCP Getting Started MCP Reference MCP User Guides Incident Investigation MCP MCP Reference On this page DevCycle MCP Reference This page provides comprehensive documentation for all DevCycle MCP tools. For setup instructions, see MCP Getting Started . Available Tools The DevCycle MCP Server provides comprehensive feature flag management capabilities through tools organized into 6 categories : Feature Management Variable Management Project Management Self-Targeting & Overrides Results & Analytics SDK Installation info Production Safety Tools marked ⚠️ can affect production - confirm before proceeding Tools marked ⚠️⚠️ are destructive - require extra confirmation Feature Management list_features List all features in the current project with optional search and pagination. Parameters: search (optional): Search query to filter features (minimum 3 characters) page (optional): Page number (default: 1) perPage (optional): Items per page (default: 100, max: 1000) sortBy (optional): Sort field ( createdAt , updatedAt , name , key , createdBy , propertyKey ) sortOrder (optional): Sort order ( asc , desc ) staleness (optional): Filter by staleness ( all , unused , released , unmodified , notStale ) createdBy (optional): Filter by creator user ID type (optional): Feature type ( release , experiment , permission , ops ) status (optional): Feature status ( active , complete , archived ) create_feature ⚠️ Create a new feature flag. Parameters: key : Unique feature key (pattern: ^[a-z0-9-_.]+$ ) name : Human-readable name (max 100 chars) description (optional): Feature description (max 1000 chars) type (optional): Feature type ( release , experiment , permission , ops ) tags (optional): Array of tags for organization variations (optional): Array of variations with key, name, and variables configurations (optional): Environment-specific configurations sdkVisibility (optional): SDK visibility settings variables (optional): Array of variables to create or reassociate with this feature controlVariation (optional): The key of the variation that is used as the control for Metrics settings (optional): Feature-level settings configuration update_feature ⚠️ Update an existing feature flag. Parameters: key : Feature key to update name (optional): New name description (optional): New description type (optional): New type tags (optional): New tags variations (optional): Updated variations variables (optional): Updated array of variables for this feature settings (optional): Updated feature-level settings configuration sdkVisibility (optional): Updated SDK visibility settings controlVariation (optional): Updated control variation key for Metrics update_feature_status ⚠️ Update the status of a feature flag. Parameters: key : Feature key status : New status ( active , complete , archived ) staticVariation (optional): Variation to serve if status is complete delete_feature ⚠️⚠️ Delete a feature flag from ALL environments. Parameters: key : Feature key to delete cleanup_feature Fetch the DevCycle Feature Cleanup prompt and return its markdown content to guide safe cleanup of a completed feature and its variables in codebases. Parameters: featureKey : The feature key you plan to clean up (used for context in the prompt) get_feature_audit_log_history Get feature flag audit log history from DevCycle. Returns audit log entities matching the DevCycle API schema with date, a0_user, and changes fields. Parameters: feature_key : Feature key page (optional): Page number for pagination (default: 1) perPage (optional): Number of items per page (default: 100, max: 1000) sortBy (optional): Field to sort by ( createdAt , updatedAt , action , user ) (default: createdAt ) sortOrder (optional): Sort order ( asc , desc ) (default: desc ) startDate (optional): Start date for filtering (ISO 8601 format) endDate (optional): End date for filtering (ISO 8601 format) environment (optional): Environment key to filter by user (optional): User ID to filter by action (optional): Action type to filter by Variable Management list_variables List all variables in the current project. Parameters: search (optional): Search query page (optional): Page number perPage (optional): Items per page create_variable ⚠️ Create a new variable. Parameters: key : Unique variable key (pattern: ^[a-z0-9-_.]+$ ) type : Variable type ( String , Boolean , Number , JSON ) name (optional): Variable name description (optional): Variable description defaultValue (optional): Default value _feature (optional): Associated feature key validationSchema (optional): Validation rules update_variable ⚠️ Update an existing variable. Parameters: key : Variable key to update name (optional): New name description (optional): New description type (optional): New type validationSchema (optional): New validation rules delete_variable ⚠️⚠️ Delete a variable from ALL environments. Parameters: key : Variable key to delete SDK Installation install_devcycle_sdk Fetch DevCycle SDK installation instructions and follow the guide to install the SDK. Includes documentation and examples for using the SDK in your application. Parameters: guide : One of android , android-openfeature , angular , dotnet , dotnet-openfeature , flutter , go , go-openfeature , ios , ios-openfeature , java , java-openfeature , javascript , javascript-openfeature , nestjs , nestjs-openfeature , nextjs , nodejs , nodejs-openfeature , php , php-openfeature , python , python-openfeature , react , react-native , react-openfeature , roku , ruby , ruby-openfeature Project Management list_projects List all projects in the organization. Parameters: search (optional): Search query page (optional): Page number (default: 1) perPage (optional): Items per page (default: 100, max: 1000) sortBy (optional): Sort field ( createdAt , updatedAt , name , key , createdBy ) sortOrder (optional): Sort order ( asc , desc ) createdBy (optional): Filter by creator user ID get_current_project Get details of the currently selected project. Parameters: None select_project Select a project to use for subsequent MCP operations. Returns the current project, its environments, and SDK keys. Parameters: projectKey (optional): Project key to select (if omitted, lists available projects to choose from) Self-Targeting & Overrides get_self_targeting_identity Get current DevCycle identity for self-targeting. Parameters: None update_self_targeting_identity Update DevCycle identity for testing. Parameters: dvc_user_id : DevCycle User ID (use empty string to clear) list_self_targeting_overrides List all active overrides for the current project. Parameters: None set_self_targeting_override ⚠️ Set an override to test a specific variation. Parameters: feature_key : Feature key environment_key : Environment key variation_key : Variation to serve clear_feature_self_targeting_overrides ⚠️ Clear overrides for a specific feature/environment. Parameters: feature_key : Feature key environment_key : Environment key Results & Analytics get_feature_total_evaluations Get total variable evaluations per time period for a specific feature. Parameters: featureKey : Feature key startDate (optional): Start date as Unix timestamp (milliseconds since epoch) endDate (optional): End date as Unix timestamp (milliseconds since epoch) platform (optional): Platform filter for evaluation results variable (optional): Variable key filter for evaluation results environment (optional): Environment key to filter results period (optional): Time aggregation period ( day , hour , month ) sdkType (optional): Filter by SDK type ( client , server , mobile , api ) get_project_total_evaluations Get total variable evaluations per time period for the entire project. Parameters: startDate (optional): Start date as Unix timestamp (milliseconds since epoch) endDate (optional): End date as Unix timestamp (milliseconds since epoch) platform (optional): Platform filter for evaluation results variable (optional): Variable key filter for evaluation results environment (optional): Environment key to filter results period (optional): Time aggregation period ( day , hour , month ) sdkType (optional): Filter by SDK type ( client , server , mobile , api ) Authentication Methods 1. CLI Authentication (Recommended for local development) dvc login sso dvc projects select 2. Environment Variables (Recommended for CI/CD) export DEVCYCLE_CLIENT_ID="your-client-id" export DEVCYCLE_CLIENT_SECRET="your-client-secret" export DEVCYCLE_PROJECT_KEY="your-project-key" Advanced Configuration Local MCP Server Installation For users who prefer to run the DevCycle MCP server locally rather than using the hosted version, you can install and configure the local server: Prerequisites Node.js 18+ installed DevCycle CLI installed globally: npm install -g @devcycle/cli DevCycle account with API credentials or SSO authentication Installation Install the DevCycle CLI which includes the local MCP server: npm install -g @devcycle/cli Authentication Choose one of the following authentication methods: Option 1: CLI Authentication (Recommended for local development) # Authenticate via SSO dvc login sso # Select your project dvc projects select Option 2: Environment Variables (Recommended for CI/CD) export DEVCYCLE_CLIENT_ID="your-client-id" export DEVCYCLE_CLIENT_SECRET="your-client-secret" export DEVCYCLE_PROJECT_KEY="your-project-key" AI Editor Configuration Cursor VS Code Claude Code Claude Desktop Windsurf Codex CLI Gemini CLI Add the following to your ~/.cursor/mcp_settings.json file: { "mcpServers" : { "devcycle" : { "command" : "dvc-mcp" } } } Add the following to your settings.json file: { "mcp.servers" : { "devcycle" : { "command" : "dvc-mcp" } } } Run the following command: claude mcp add --transport stdio devcycle dvc-mcp Locate and edit your Claude Desktop configuration file: macOS : ~/Library/Application Support/Claude/claude_desktop_config.json Windows : %APPDATA%\Claude\claude_desktop_config.json Add the following configuration: { "mcpServers" : { "devcycle" : { "command" : "dvc-mcp" } } } In Windsurf Settings → Cascade → Manage MCPs → View raw config: { "mcpServers" : { "devcycle" : { "command" : "dvc-mcp" } } } Locate and edit your configuration file at ~/.codex/config.toml : [mcp_servers.devcycle] command = "dvc-mcp" For more details, see the OpenAI Codex MCP documentation . Locate and edit your configuration file at ~/.gemini/settings.json : { "mcpServers" : { "devcycle" : { "command" : "dvc-mcp" } } } For more details, see the Gemini CLI MCP documentation . Error Handling The MCP server returns structured error responses: { "errorType" : "AUTHENTICATION_ERROR" , "errorMessage" : "401 Unauthorized" , "toolName" : "list_features" , "suggestions" : [ "Re-authenticate with DevCycle (run \"dvc login sso\" for CLI for local MCP or re-login through OAuth for remote MCP)" , "Verify your API credentials are correct" , "Check if your token has expired" ] , "timestamp" : "2025-07-01T00:00:00.000Z" } Fields: errorType : One of AUTHENTICATION_ERROR , PERMISSION_ERROR , RESOURCE_NOT_FOUND , VALIDATION_ERROR , SCHEMA_VALIDATION_ERROR , RATE_LIMIT_ERROR , NETWORK_ERROR , PROJECT_ERROR , UNKNOWN_ERROR . errorMessage : Human-readable error description. toolName : The MCP tool that produced the error. suggestions : Remediation steps tailored to the error type. timestamp : ISO 8601 timestamp when the error was generated. Common error scenarios: Authentication failures : Check credentials and project configuration API rate limits : Implement retry logic in your automation Validation errors : Ensure parameters meet requirements (patterns, lengths, etc.) Permission errors : Verify your API key has necessary permissions Development & Local Testing Running from Source # Clone the repository git clone https://github.com/DevCycleHQ/cli.git cd cli # Install dependencies yarn install # Build the project yarn build # Run the MCP server node dist/mcp/index.js Testing with AI Assistants For local testing, update your AI assistant configuration to point to the local build: { "mcpServers" : { "devcycle" : { "command" : "node" , "args" : [ "/path/to/cli/dist/mcp/index.js" ] } } } Debug Logging The MCP server logs all operations to stderr, which can be viewed in: Cursor: Developer Tools console Claude Desktop: Log files in the application support directory Environment Variables for Development # Enable verbose logging export DEBUG=1 # Use specific DevCycle API endpoint export DEVCYCLE_API_URL="https://api.devcycle.com" Getting Help GitHub Issues : GitHub Issues General Documentation : DevCycle Docs DevCycle Community : Discord Support : Contact Support Edit this page Last updated on Jan 9, 2026 Previous MCP Getting Started Next Incident Investigation Available Tools Feature Management Variable Management SDK Installation Project Management Self-Targeting & Overrides Results & Analytics Authentication Methods 1. CLI Authentication (Recommended for local development) 2. Environment Variables (Recommended for CI/CD) Advanced Configuration Local MCP Server Installation Error Handling Development & Local Testing Running from Source Testing with AI Assistants Debug Logging Environment Variables for Development Getting Help DevCycle Dashboard Blog Privacy Policy Twitter Discord GitHub Copyright © 2026 DevCycle. All rights reserved. | 2026-01-13T08:48:27 |
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https://support.apple.com/en-jo/105082 | Delete your Safari history, cache, and cookies on iPhone - Apple Support (JO) Apple Mac iPad iPhone Watch AirPods TV & Home Entertainment Support Where to Buy Delete your Safari history, cache, and cookies on iPhone In your iPhone settings, you can choose to delete your Safari history, cookies, cache, or a specific website from your history. You can also turn on content blockers. Delete history, cache, and cookies Clear cookies and cache, but keep your history Delete a website from your history Block cookies Use content blockers Delete history, cache, and cookies Go to Settings > Apps > Safari. Scroll down and tap Clear History and Website Data. Confirm the timeframe that you want to clear, then tap Clear History. This doesn't change your AutoFill information. If this button is gray, there is either no data to clear, or you might need to check your web content restrictions in Screen Time . Clear cookies and cache, but keep your history Go to Settings > Apps > Safari > Advanced > Website Data. Tap Remove All Website Data. If this button is gray, there is either no data to clear, or you might need to check your web content restrictions in Screen Time . Tap Remove Now. This clears data that's used for tracking, and by websites to save login information for faster browsing. Delete a website from your history Open the Safari app, then tap the More button . Tap Bookmarks. Tap the History button , then tap the More button again. Tap Select Websites, then select one or more websites to delete from your history. Tap the Trash button . Block cookies If you want to block cookies (data a site places on your device to remember you), go to Settings > Apps > Safari > Advanced. Turn on Block All Cookies. Tap Block All. This removes all existing cookies and website data. Safari quits, and your tabs are reloaded. If you block cookies, some webpages might not work. Here are some examples: You will likely not be able to sign in to a site, even when using your correct username and password. You might see a message that cookies are required or that your browser's cookies are off. Some features on a site might not work. Use content blockers Go to the App Store and download a content blocking app (third-party apps and extensions that let Safari block cookies, images, resources, pop-ups, and other content). Then tap Settings > Apps > Safari > Extensions. Tap to turn on a listed content blocker. You can use more than one content blocker. If you need help, contact the app developer . Information about products not manufactured by Apple, or independent websites not controlled or tested by Apple, is provided without recommendation or endorsement. Apple assumes no responsibility with regard to the selection, performance, or use of third-party websites or products. Apple makes no representations regarding third-party website accuracy or reliability. Contact the vendor for additional information. Published Date: September 17, 2025 Helpful? Yes No Character limit: 250 Maximum character limit is 250. Please don’t include any personal information in your comment. Submit Thanks for your feedback. Related topics Apple Footer Apple Support Delete your Safari history, cache, and cookies on iPhone Jordan Copyright © 2025 Apple Inc. All rights reserved. Privacy Policy Terms of Use Site Map | 2026-01-13T08:48:27 |
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