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https://www.infoworld.com/database/	Databases \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Data Management Databases Databases Database \| News, how-tos, features, reviews, and videos Latest from today interview Generative AI and the future of databases Google Cloud’s lead engineer for databases discusses the challenges of integrating databases and LLMs, the tools needed to overcome these challenges, and how AI-native databases will help bridge the gap. 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The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Careers Cloud Computing Data Management Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Software Development Technology Industry Show me more Latest Articles Videos analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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https://www.infoworld.com/devops/	Devops \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Software Development Devops Devops Devops \| News, how-tos, features, reviews, and videos Explore related topics App Testing Build Automation Editor's picks feature Enterprise Spotlight: Setting the 2026 IT agenda Download the January 2026 issue of the Enterprise Spotlight from the editors of CIO, Computerworld, CSO, InfoWorld, and Network World and learn about the trends and technologies that will drive the IT agenda in the year ahead. By InfoWorld.com staff Jan 1, 2026 1 min Artificial Intelligence Enterprise Buyer’s Guides IT Leadership analysis 10 top devops practices no one is talking about By Isaac Sacolick Nov 4, 2025 10 mins Application Security DevSecOps Devops feature Rethinking operations in an agentic AI world By James Urquhart Oct 16, 2025 6 mins Artificial Intelligence Devops Generative AI feature Know your ops: Why all ops lead back to devops By Josh Fruhlinger Oct 13, 2025 7 mins Devops feature How self-learning AI agents will reshape operational workflows By Joao Freitas Oct 6, 2025 6 mins Artificial Intelligence Generative AI Machine Learning analysis Are cloud ops teams too reliant on AI? By David Linthicum Jul 29, 2025 7 mins Artificial Intelligence Cloud Computing IT Skills and Training opinion 6 techniques to reduce cloud observability cost By Neel Shah Jul 3, 2025 8 mins Cloud Computing Cloud Management Devops analysis 5 ways generative AI boosts cloud and IT operations By Isaac Sacolick Apr 29, 2025 9 mins Application Security Devops Generative AI Latest from today analysis Which development platforms and tools should you learn now? For software developers, choosing which technologies and skills to master next has never been more difficult. Experts offer their recommendations. 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By Shweta Sharma Dec 5, 2025 4 mins CI/CD Code Security Devops feature What is devops? Bringing dev and ops together to build better software It is one of the key enterprise software development trends of the past decade, but devops is still often misunderstood. Here, we define the term and explain why it has proved so popular across the industry. By Scott Carey and Josh Fruhlinger Nov 28, 2025 10 mins Devops Software Development analysis Agentic cloud ops with the new Azure Copilot Azure Copilot’s six new AI agents assist with a wide range of Azure cloud management tasks, either on their own or working together. By Simon Bisson Nov 27, 2025 8 mins Devops Generative AI Microsoft Azure brandpost Sponsored by Intel Introducing the Redis/Intel Benchmarks Specification for Performance Testing, Profiling, and Analysis Redis and Intel are collaborating on a “zero-touch” performance and profiling automation to scale Redis’s ability to pursue performance regressions and improve database code efficiency. By Filipe Oliveira and Martin Dimitrov Feb 21, 2023 8 mins Build Automation opinion 7 ways AI is changing software testing From generating test cases and transforming test data to accelerating planning and improving developer communication, AI is having a profound impact on software testing. By Fitz Nowlan Nov 24, 2025 8 mins App Testing Devops Generative AI opinion How pairing SAST with AI dramatically reduces false positives in code security In our study, a novel SAST-LLM mashup slashed false positives by 91% compared to a widely used standalone SAST tool. By Vaibhav Agrawal Nov 20, 2025 6 mins Development Tools Devops Vulnerabilities analysis How to automate the testing of AI agents Is it reasonable to develop and deploy AI agents without a continuous testing strategy? Consider these test-driven approaches to ensure the release readiness of AI agents. By Isaac Sacolick Nov 18, 2025 10 mins App Testing Devops Generative AI news Red Hat Linux bolsters AI assistance RHEL command-line assistant expands context limit for more effective AI-powered Linux management and troubleshooting, while offline version becomes available in developer preview. By Paul Krill Nov 14, 2025 3 mins Artificial Intelligence Devops Generative AI news Databricks adds customizable evaluation tools to boost AI agent accuracy New Agent Bricks features — Agent-as-a-Judge, Tunable Judges, and Judge Builder — are designed to help enterprises fine-tune agent performance and align AI behavior with business-specific standards. By Anirban Ghoshal Nov 6, 2025 4 mins Devops Generative AI Software Deployment opinion Developers don’t care about Kubernetes clusters If you force developers to learn Helm, Kustomize, or how Kubernetes manifests work, you are wasting their time. Give them environments instead. By Kostis Kapelonis Nov 6, 2025 10 mins Cloud Computing Cloud-Native Devops how-to Unit testing Spring MVC applications with JUnit 5 Learn how to write robust Spring MVC unit tests with JUnit 5 and tools such as MockMvc, Mockito, and Spring’s TestEntityManager. You’ll also get a taste of slice testing, used for optimizing unit tests on web controllers and databases. By Steven Haines Oct 30, 2025 22 mins App Testing Development Tools Java news GitHub launches Agent HQ to bring order to AI-powered coding The platform unites AI coding agents in one environment to streamline enterprise workflows and enhance governance, security, and productivity. By Prasanth Aby Thomas Oct 29, 2025 5 mins Artificial Intelligence Developer Devops Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Software Development Technology Industry Show me more Latest Articles Videos analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. All Rights Reserved.	2026-01-13T09:29:27
https://slack.engineering/were-all-just-looking-for-connection/	We’re All Just Looking for Connection \| Engineering at Slack We’re All Just Looking for Connection – Engineering at Slack Skip to main content Articles About --> Search Search Close Search October 10, 2024 Updated: October 11, 2024 9 min read We’re All Just Looking for Connection Brett Wines Senior Staff Engineer, Infrastructure Search Latest Posts December 1, 2025 10 min read Streamlining Security Investigations with Agents November 19, 2025 10 min read Android VPAT journey November 6, 2025 18 min read Build better software to build software better October 23, 2025 15 min read Advancing Our Chef Infrastructure: Safety Without Disruption October 7, 2025 11 min read Deploy Safety: Reducing customer impact from change Archives 2025  (9) 2024  (19) 2023  (16) 2022  (21) 2021  (24) 2020  (26) 2019  (21) 2018  (11) 2017  (21) 2016  (19) We’ve been working to bring components of Quip’s technology into Slack with the canvas feature, while also maintaining the stand-alone Quip product. Quip’s backend, which powers both Quip and canvas, is written in Python. This is the story of a tricky bug we encountered last July and the lessons we learned along the way about being careful with TCP state. We hope that showing you how we tackled our bug helps you avoid — or find — similar bugs in the future! Our adventure began with a spike in EOFError errors during SQL queries. The errors were distributed across multiple services and multiple database hosts: Investigation The stacktrace showed an asyncio.IncompleteReadError , which we translate to EOFError , when reading the response from the database: File "core/mysql.py", line 299, in __read_result_set header = await self.__read_packet(timeout=timeout) File "core/mysql.py", line 532, in __read_packet header = await self.conn.read_exactly(4, timeout=timeout) File "core/runtime_asyncio.py", line 1125, in read_exactly raise EOFError() from None Here’s the relevant code, which had not been touched recently, along with some associated baffled commentary: async def _perform_query_locked(...) -> core.sql.Result: ... if not self.conn.is_connected(): await self.__connect(...) await self.__send_command(...) result_set = await self.__read_result_set(...) # <-- EOFError There are a few places where we close our connection to the database, e.g. if we see one of a certain set of errors. One initial hypothesis was that another Python coroutine closed the connection for its own reasons, after we issued the query but before we read the response. We quickly discarded that theory since connection access is protected with an in-memory lock, which is acquired at a higher level in the code. Since that would be impossible, we reasoned that the other side of the connection must have closed on us. This theory was bolstered when we found that our database proxies closed a bunch of connections at the time of the event. The closes were distributed independent of database host, which was consistent with the incident’s surface area. The proxy-close metric, ClientConnectionsClosed , represents closes initiated by either side, but we have a separate metric for when we initiate the close, and there was no increase in activity from us at the time. The timing here was extremely suspicious, although it still didn’t quite make sense why this should result in such a high rate of errors on the response read since we had just ensured connection state. Something clearly wasn’t adding up, so it was time to dig deeper. Suspecting the if not self.conn.is_connected(): line, we looked at our implementation for AsyncioConnection : class AsyncioConnection(core.runtime.Connection[memoryview]): def closed(self) -> bool: return not self.writer or self.writer.is_closing() def is_connected(self) -> bool: return self.connected Both of these functions turned out to be incorrect. First, let’s look at closed() . Each Asyncio connection has a StreamReader and a StreamWriter . Our code suggested that the closed state is only a function of the writer, which is controlled by the application server, not the reader. This seemed suspiciously incomplete to us since we expected only the reader to be aware of whether the other side closed the connection. We proved this with a unit test: async def test_reader_at_eof_vs_writer_is_closing(self): conn = await self.create_connection() # Ask the unit test's server to close await conn.write(self.encode_command("/quit")) # Don't read. Still open since we haven't seen the # response yet self.assertFalse(conn.writer.is_closing()) # Read, then sleep(0) since it requires another run # through the scheduler loop so the stream can detect # the zero read/eof response = await conn.read_until(self.io_suffix) await core.runtime.sleep(0) self.assertTrue(conn.reader.at_eof()) # passes self.assertTrue(conn.writer.is_closing()) # fails Next, let’s look at is_connected() . First, it’s not a function of closed() , so the two have the potential to drift. Second, it could return a false positive: the only place where we set the instance variable self.connected to false is when the application server closes the connection, so similar to closed() it’s unaware of the reader being in the EOF state. We decided to log a metric so we could compare self.connected to not self.closed() to see exactly how much they drift. We found six more bugs, which led to one coworker coining the delightful phrase “when you go picking up rocks, you might find things under those rocks,” which we immediately adopted: is_connected() could also be a false negative. We saw that the false negatives only occurred on the services that maintain websocket connections to clients. The only place we set self.connected to true is when the application server initiates the connection, so it’s never set to true when it’s initiated by the client. There is a check we perform upon connection lock release to see if there is any data on the connection we haven’t read. It was incorrect to perform this check in some circumstances on websocket connections since it’s expected that the client can send data at any point in time. Our HTTP client pool could contain closed clients. We didn’t correctly handle exceptions during reconnect. We found another place where we should be removing connections from the pool. The Redis-specific cleanup we thought we would always do upon connection close wasn’t happening when the close wasn’t initiated by the application server. Resolution At this point we had all the pieces of the puzzle and were able to understand the sequence of events: The proxy closed database connections on us. After communicating with AWS we learned that they introduced behavior where the proxy closes connections after 24h even if it isn’t idle, so the closes were tied to our daily release, which restarts all of our servers. We failed to recognize the connections were closed since the close was not initiated by us, and as a result we did not reconnect prior to issuing SQL queries. We’d issue a query, then attempt to read the response, but the reader would be in the EOF state from the close, so it would raise EOFError . We deployed the fix and saw the near-total reduction in EOFError during SQL queries: As we deployed the fix for the case where connections are initiated by the client, the false negatives disappeared entirely, too: The Asyncio Migration The primary impact of this bug fix, however, wasn’t even the improved handling of connection closes. The primary impact was the unblocking of the Python runtime migration. The migration project began in 2020 and was from our custom runtime — we were early adopters of Python 3 — to asyncio , the standard Python IO library introduced in 3.4. The project ran smoothly and was enabled in all environments with just one exception: one service on our largest single-tenant cluster, since the customer would sporadically experience timeouts when exporting spreadsheets to PDF. The issue only occurred at times of peak load and was difficult to reproduce, so the project stalled. This PDF export handler makes an RPC request to another service that handles the PDF generation itself. That request goes over an existing connection from a connection pool, if one exists. If the RPC service is overloaded, it may close that connection, and if so we would fail to recognize that. The handler would fire off the RPC request, but the other side wouldn’t be listening, so that request would hang on write and eventually time out since the buffer would never get drained by the RPC service. For small exports we expect it would have raised an EOFError immediately instead of hanging since it wouldn’t completely fill the buffer. After launching the connection state fixes, we re-enabled asyncio on the final service, and confirmed that the errors didn’t recur. The asyncio project resumed, entered a very satisfying phase of deleting code in our custom runtime scheduler, and concluded shortly after. Conclusion This is tricky to get right! As we see from https://man7.org/linux/man-pages/man3/shutdown.3p.html a socket can be in a half-shutdown state. We had expected from the documentation that StreamWriter.is_closing() would encompass that half-shutdown state, but we should have been more careful: Return True if the stream is closed or in the process of being closed. In fact, both the default event loop and uvloop contain the same behavior as we did, where the closing state is only set upon client-initiated close. This explains why the unit test mentioned before failed both with uvloop enabled and disabled and why it was insufficient to depend only on StreamWriter.is_closing() . When the other side of a TCP connection sends FIN , we enter the CLOSE WAIT state. But in that state we can still attempt to read for as long as we like. We’ll only exit that state when we tell the OS to close or shut down the socket. Above all, my personal takeaway is to always pick up rocks[1]. In this case it could have been tempting to simply call it a day after adding EOFError to the list of exceptions upon which we reissue the query to a failover database. But with low-level code, it’s usually worth the extra time and effort to dig a bit deeper if something just doesn’t quite seem right. Even if things are mostly fine on the surface, bugs down there can have far-reaching effects. Special thanks to Ross Cohen for his hard work and camaraderie through this rollercoaster of a bug. Couldn’t ask for a better buddy on this one! If you enjoyed this post, you might also like working here. Check out our careers page ! [1] You might find things under those rocks! # database # infrastructure # networking # python Copied! Previous Post Driving a Project: Intern Edition After a lot of hard work, you’ve landed that coveted internship. Now comes the next… September 23, 2024 7 min read Next Post Empowering Engineers with AI Background and motivation In the fast-paced world of software development, having the right tools can… November 8, 2024 9 min read Recommended Reading November 6, 2025 18 min read Build better software to build software better @David Reed October 7, 2025 11 min read Deploy Safety: Reducing customer impact from change @Sam Bailey September 17, 2024 14 min read Advancing Our Chef Infrastructure @Archie Gunasekara April 18, 2024 8 min read How We Built Slack AI To Be Secure and Private @Slack Engineering Articles About --> Careers Slack Developer Blog The Slack Blog Terms of Service Privacy Information Cookie Preferences Your Privacy Choices © 2026 Slack Technologies, LLC, a Salesforce company. All rights reserved. Various trademarks held by their respective owners. scroll to top	2026-01-13T09:29:27
https://www.jenkins.io/projects/gsoc/2023/project-ideas/alternative-jenkinsio-build-tool/	Building Jenkins.io with alternative tools Building Jenkins.io with alternative tools Project goal: Using alternative tooling (i.e., Antora) to build the Jenkins static site and provide documentation per Jenkins version Skills to study/improve: Web development, AsciiDoc, Static website tooling, Proof of concept, Documentation Details Background Jenkins.io is generated as a static website using Awestruct from AsciiDoc sources, YAML data files, and HAML templates stored in GitHub. One of the drawbacks of the current build method is that the technical documentation is not product version bound. It is thus not possible to view the documentation for a given Jenkins version. Only the latest can be viewed. This can lead to unnecessary confusion and is a worse experience than many other documentation sites like the git site, FreeBSD, and others.. The preferred tool to replace Awestruct is Antora . The potential GSoC project would be to build a working site generator to demonstrate the existing site. Once the existing site is generated with Antora, the site should be extended to add version specific documentation. The project has been discussed extensively at GitHub issue #5474 , where some existing proof-of-concept code can be found referenced there. There are multiple ways to approach the implementation, but from experimentation it has been found that the backend replacement requires minimal effort for the documentation, with the frontend implementation expected to require much effort to reproduce the look and feel of the current jenkins.io website. However, the blog can be split from the documentation using something like Gatsby , which is expected to make it easier for users to submit posts in the future. While the tasks of the project are very clearly defined, the scope may vary depending on the plans of the contributor. If we split the project into milestones, we see three important ones that can be tackled in sequence: The most urgent milestone is (1) to set up the user documentation using Antora with versioning, while next would be (2) to set up the developer documentation with Antora without versioning, and finally (3) to set up the blog using Gatsby. The contributor can choose either 1, or a combination of 1 + 2, or a combination of 1 + 2 + 3, but not in any other way. The expected project outcome is at least a drop-in replacement website that is building locally. The outcome of this project is expected to produce visible impact they can showcase in their portfolio of the jenkins.io website, as the GSoC contributor is also expected to contribute via UI/UX improvements beyond the basic tooling required. Please note that for the UI/UX improvement portion we may need to deal with the jenkins-io-components repo , where the code for components shared by various Jenkins websites ( jenkins.io , plugins.jenkins.io , etc.) is currently hosted. Quick Start Documentation quick start steps include: Build the current documentation site locally Become familiar with the current site, including: Page types and how they are generated Changelogs Roadmap User handbook Developer handbook Artwork Security advisories Version specific content in tutorials (like "Improve a plugin") Page content sources Asciidoc HAML / Ruby Web components Build process Makefile Docker containers Syntax and spelling checks Fix several "good first issues" Explore jenkins-io-components repo Explore Antora Review version specific documentation techniques (some of them are Antora sites) CloudBees documentation site Git reference pages Python (sphinx is the generator) PyTorch TensorFlow Skills to Study and Improve Web development AsciiDoc Static website tooling HAML templates YAML data files Proof of concept Documentation Project Difficulty Level Beginner to Intermediate Project Size 175 to 350 hours Expected outcomes The deliverables of the project(s) would be: Iterative and incremental improvements to the site throughout the project A fully automated (CI ready) build procedure, equivalent to the existing one, but using Antora Demonstration that all the existing pages are rendered in an equivalent way Suggestions of improved page design(s) A list of all automation that are difficult/impossible to port to the new tool Suggestions and demos of alternative ways to solve this Demonstration of the versioned documentation automated tooling Description of the publication process (how does one contribute to document a new or modified feature) New features Improved layout of the existing site and its pages. Newbie Friendly Issues Basically any good-first-issue listed in the jenkins.io GitHub repo would do. These can be accessed at the GitHub repo issues tracker with the "good first issue" label . Potential Mentors Kris Stern Rajiv Ranjan Singh Mark Waite Project Links Meetings Organization Links Jenkins GSoC page - documentation, application guidelines Participate and contribute to Jenkins - landing page for newcomer contributors Newbie-friendly issues - list of organization-wide newbie-friendly issues (use them if there is no links in the project idea) > Go back to other GSoC 2023 project ideas On this page Background Quick Start Skills to Study and Improve Project Difficulty Level Project Size Expected outcomes New features Newbie Friendly Issues Connect Meetings Recent Blog Posts Google Summer of Code 2026: Volunteers Needed to Mentor Future Jenkins Contributors 2025 Jenkins Board and Officer Election Results Jenkins 2.543 and 2.541.1: New Linux Repository Signing Keys Announcing the new Jenkins Bug Bounty Program Automating Jenkins on Android with Infrastructure as Code Advancing the Jenkins Tekton Client Plugin through CRD Generation, JUnit 5 Modernization, and Automated CI GSoC 2025 Final Term: Build Retooling of jenkins.io Revamped Tests UI in Jenkins Hacktoberfest 2025 Introducing the Gradle Convention Plugin for Jenkins Plugin Development	2026-01-13T09:29:27
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https://www.infoworld.com/careers/	Careers \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Careers Careers Careers \| News, how-tos, features, reviews, and videos Explore related topics C-Suite Certifications Engineer IT Jobs IT Skills and Training Resumes Roles Salaries Latest from today analysis Which development platforms and tools should you learn now? For software developers, choosing which technologies and skills to master next has never been more difficult. Experts offer their recommendations. By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI opinion Why ‘boring’ VS Code keeps winning By Matt Asay Jan 12, 2026 7 mins Developer GitHub Visual Studio Code feature How to succeed with AI-powered, low-code and no-code development tools By Bob Violino Jan 12, 2026 9 mins Development Tools Generative AI No Code and Low Code opinion What the loom tells us about AI and coding By Nick Hodges Jan 7, 2026 4 mins Developer Engineer Generative AI news AI won’t replace human devs for at least 5 years By Taryn Plumb Jan 7, 2026 7 mins Artificial Intelligence Developer Roles opinion How to make AI agents reliable By Matt Asay Jan 5, 2026 7 mins Databases Generative AI IT Skills and Training analysis Back to the future: The most popular JavaScript stories and themes of 2025 By Matthew Tyson Jan 2, 2026 4 mins JavaScript Node.js TypeScript analysis 4 New Year’s resolutions for devops success By Isaac Sacolick Dec 29, 2025 10 mins Development Tools Devops Technology Industry opinion AI’s trust tax for developers By Matt Asay Dec 29, 2025 6 mins Developer Development Tools IT Skills and Training Articles analysis Reader picks: The most popular Python stories of 2025 Wind down the year with our picks from the most-read Python developer features and tutorials of 2025. By Serdar Yegulalp Dec 26, 2025 3 mins Python Rust Web Development opinion Stop letting ‘urgent’ derail delivery. Manage interruptions proactively A simple mechanism to protect your teams’ roadmap, deliverables and productivity when the next fire drill hits. By Priyank Desai and Shubham Amilkanthwar Dec 22, 2025 6 mins Careers IT Jobs IT Leadership analysis Agents, protocols, and vibes: The best AI stories of 2025 Start winding down the year with our picks from the most-read generative AI features and tutorials of 2025. By Josh Fruhlinger Dec 19, 2025 4 mins Development Tools Devops Technology Industry opinion What developers call themselves Are you a programmer, coder, developer, or engineer? The names for software makers tell us what it means to be in the software business. By Nick Hodges Dec 17, 2025 5 mins Developer Programming Languages Roles analysis What drives your cloud security strategy? As cloud breaches increase, organizations should prioritize skills and training over the latest tech to address the actual root problems. By David Linthicum Jan 6, 2026 5 mins Careers Cloud Security IT Skills and Training analysis 5 key agenticops practices to start building now The time is now for IT leaders and teams to start transforming existing operations for the incoming AI agent workforce. By Isaac Sacolick Dec 16, 2025 10 mins Artificial Intelligence Devops Generative AI analysis All I want for Christmas is a server-side JavaScript framework Could 2026 be the year of the beautiful back end? We explore the range of options for server-side JavaScript development, from Express to Next and all the rest. By Matthew Tyson Dec 5, 2025 3 mins Development Tools JavaScript TypeScript news Developers urged to immediately upgrade React, Next.js Critical vulnerability in React library should be treated by IT as they did Log4j – as an emergency, warns one expert. By Howard Solomon Dec 3, 2025 5 mins Developer Development Tools Vulnerabilities opinion Seven coding domains no developer really understands Maybe you do truly understand one or two of these areas of coding mystery. Most of your fellow programmers are faking it. By Nick Hodges Dec 3, 2025 6 mins Developer Engineer Roles feature How to succeed as an independent software developer Striking out on your own can be daunting, but for many the rewards are worth it. Here are five tips for building a successful career as a freelance software developer. By Bob Violino Dec 1, 2025 9 mins Developer Roles Technology Industry analysis Python vs. Kotlin: Which loops do you like better? Which language has the best loops? See for yourself, with our side-by-side (loop-for-loop) Python vs. Kotlin showdown. Find more stories in this week’s report. By Serdar Yegulalp Nov 28, 2025 3 mins Development Tools Kotlin Python news Developers left large cache of credentials exposed on code generation websites The discovery by a security company reveals widespread insecure use of online tools in enterprises. By John E. Dunn Nov 25, 2025 5 mins Developer Development Tools Roles analysis Where AI meets cloud-native computing Developers need to master cloud-native strategies, such as microservices, containers, and orchestration, to unlock AI’s full business potential. By David Linthicum Nov 25, 2025 5 mins Cloud Architecture Cloud-Native Generative AI Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Software Development Technology Industry Show me more Latest Articles Videos analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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https://www.networkworld.com/	Network World \| From the data center to the edge Topics Latest Newsletters Resources Buyer’s Guides Events About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters Contribute to Network World Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO CSO Computerworld InfoWorld More News Features Blogs/Opinion BrandPosts Events Videos Enterprise Buyer’s Guides Close Artificial Intelligence Generative AI Careers Cloud Computing CPUs and Processors Data Center Edge Computing Enterprise Storage Linux Virtualization Industry 5G Networking Internet of Things Network Management Software Network Security Security Analytics IT Leadership Enterprise Buyer’s Guides Back Close Americas United States Back Close Popular Topics Generative AI Networking Cloud Computing Data Center Linux Virtualization Search Topics Latest Newsletters Resources Buyer’s Guides Events About Policies Our Network More Back Topics Artificial Intelligence Generative AI Careers Cloud Computing CPUs and Processors Data Center Edge Computing Enterprise Storage Linux Virtualization Industry 5G Networking Internet of Things Network Management Software Network Security Security Analytics IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters Contribute to Network World Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO CSO Computerworld InfoWorld Back More News Features Blogs/Opinion BrandPosts Events Videos Enterprise Buyer’s Guides Latest from today News Cisco routers knocked out due to Cloudflare DNS change The Cloudflare hiccup involved a sequencing change that confused some systems, and Cloudflare quickly walked it back, but the incident showcases enterprise network fragility in an uncomfortably concrete way. By Evan Schuman Jan 9, 2026 7 mins DNS Enterprise Routers Internet News Ethernet groups keep 2026 focus on higher bandwidth, AI demands By Sean Michael Kerner Jan 7, 2026 4 mins Artificial Intelligence Networking Feature Arista rides AI wave, but battle for campus networks looms By Neal Weinberg Jan 6, 2026 11 mins Artificial Intelligence Data Center High-Performance Computing News Cisco identifies vulnerability in ISE network access control devices By Howard Solomon Jan 8, 2026 5 mins Access Control Identity and Access Management Network Security Feature Enterprise Spotlight: Setting the 2026 IT agenda By Network World Staff Jan 1, 2026 1 min Artificial Intelligence Enterprise Buyer’s Guides IT Leadership News Holes in Veeam Backup suite allow remote code execution, creation of malicious backup config files By Howard Solomon Jan 7, 2026 4 mins Backup and Recovery Data Center Vulnerabilities News Lenovo unveils purpose-built AI inferencing servers By Andy Patrizio Jan 7, 2026 3 mins Artificial Intelligence Data Center Servers News Samsung warns of memory shortages driving industry-wide price surge in 2026 By Gyana Swain Jan 7, 2026 4 mins Artificial Intelligence Data Center Data Center Design News Lenovo-Nvidia partnership targets faster AI infrastructure rollouts By Prasanth Aby Thomas Jan 7, 2026 4 mins Artificial Intelligence Cloud Computing Data Center More network and infrastructure news news Italy fines Cloudflare for refusing to block pirate sites Cloudflare argues that the requirement is technically unreasonable and would impair DNS performance globally. By Viktor Eriksson Jan 12, 2026 2 mins Internet Laws and Regulations Networking news NRF 2026: HPE expands network, server products for retailers Announcements include new HPE Aruba Networking CX switches, integration with Juniper Mist AIOps to optimize connectivity across distributed store environments, and upgrades to HPE Nonstop Compute to improve system availability. By Michael Cooney Jan 12, 2026 4 mins Artificial Intelligence Networking Remote Access news Network hiring, skills and certification trends What IT leaders need to know about expanding responsibilities, new titles and hot skills for network professionals and I&O teams. By Denise Dubie Jan 12, 2026 64 mins Careers Data Center Networking news Global tech layoffs surpass 244,000 in 2025 Economic uncertainty, elevated interest rates, and AI adoption have driven workforce reductions across tech companies worldwide, according to a RationalFX report. By Denise Dubie Jan 12, 2026 5 mins Artificial Intelligence IT Jobs IT Skills and Training news Cisco: Latest news and insights Here’s what you need to know about the networking giant’s latest product and company news. By Network World staff Jan 12, 2026 30 mins Network Management Software Network Security Networking news analysis Nvidia: Latest news and insights Here’s what you need to know about the AI and processor giant’s latest product and company news. By Dan Muse Jan 8, 2026 29 mins Artificial Intelligence news AWS stealthily raises GPU prices by 15 percent In the past, AWS has almost always lowered prices or changed pricing models instead of raising them directly. By Viktor Eriksson Jan 7, 2026 2 mins CPUs and Processors Cloud Computing news 2026 network outage report and internet health check Cisco's ThousandEyes division tracks global internet and cloud traffic and provides Network World with weekly updates on the performance of ISPs, cloud service providers, and UCaaS providers. By Denise Dubie Jan 6, 2026 3 mins Cloud Computing Network Monitoring Networking news 2025 network outage report and internet health check ThousandEyes tracks internet and cloud traffic and provides Network World with weekly updates on the performance of ISPs, cloud service providers, and UCaaS providers. By Denise Dubie Jan 6, 2026 125 mins Internet Service Providers Markets Telecommunications Industry news The top AMD stories of 2025 AMD announced new products, acquisitions and partnerships in 2025 as it worked to boost AI performance across platforms ranging from desktops and mobile devices to data centers and supercomputers. By Ann Bednarz Jan 6, 2026 10 mins Artificial Intelligence CPUs and Processors Data Center news At CES, Nvidia launches Vera Rubin platform for AI data centers The Nvidia Rubin platform consists of six new chips, including four networking processors. By Andy Patrizio Jan 6, 2026 5 mins Artificial Intelligence CPUs and Processors Data Center news AWS hikes prices for EC2 Capacity Blocks amid soaring GPU demand The move could reshape cost planning for enterprises running large-scale AI workloads. By Nidhi Singal Jan 6, 2026 5 mins Artificial Intelligence Cloud Computing Machine Learning Show more Show less Explore a topic 5G Careers Cloud Computing CPUs and Processors Data Center Edge Computing Enterprise Storage Generative AI Industry Internet of Things Linux Networking Network Management Software Network Security View all topics All topics Close Browse all topics and categories below. 5G Careers Cloud Computing CPUs and Processors Data Center Edge Computing Enterprise Storage Generative AI Industry Internet of Things Linux Networking Network Management Software Network Security Virtualization Spotlight: Setting the 2026 IT agenda Articles Buyer’s Guide Given the rapid pace of technology change today, IT leaders are setting their short-term agendas with agility, flexibility, and tangible business outcomes in mind. This month’s topic leans on Foundry’s original Tech Priorities research and external research, along with conversations with IT leaders to uncover enterprise technology trends for the year ahead. Automating, streamlining, and modernizing IT operations is a must as IT teams struggle with skill and staff shortages and increasing demands. A wide variety of tech vendors have solutions aimed at bring IT operations into the AI age. View All Popular topics Generative AI news Nvidia licenses Groq’s inferencing chip tech and hires its leaders By Peter Sayer Dec 30, 2025 4 mins Artificial Intelligence CPUs and Processors Generative AI feature AI-driven network management gains enterprise trust By Maria Korolov Dec 8, 2025 11 mins Data Center Automation Generative AI Network Management Software news Perplexity’s open-source tool to run trillion-parameter models without costly upgrades By Gyana Swain Nov 6, 2025 5 mins Artificial Intelligence Cloud Computing Generative AI View topic Networking opinion What enterprises think about quantum computing By Tom Nolle Jan 12, 2026 5 mins Data Center High-Performance Computing Networking opinion Scattered network data impedes automation efforts By Shamus McGillicuddy Jan 12, 2026 7 mins Data Center Data Center Automation Network Management Software news Wi-Fi 8 in 2026: Next-gen wireless standard prioritizes reliability over speed gains By Sean Michael Kerner Jan 5, 2026 5 mins Networking Wi-Fi View topic Data Center news AMD launches on-prem AI chip, previews higher-end systems at CES By Prasanth Aby Thomas Jan 6, 2026 4 mins Artificial Intelligence CPUs and Processors Data Center news SOCAMM memory gains ground as AI data centers proliferate By Andy Patrizio Jan 5, 2026 3 mins Data Center Servers news Everything you need to know about FLOPs By Andy Patrizio Jan 5, 2026 6 mins Data Center High-Performance Computing View topic Network Security feature SASE explained: The command center for the autonomous enterprise By Jeff Vance and Dan Muse Dec 30, 2025 16 mins Data Center Network Security SD-WAN news WatchGuard fixes ‘critical’ zero-day allowing firewall takeover By John E. Dunn Dec 19, 2025 4 mins Network Security Vulnerabilities Zero-Day Vulnerabilities news Attackers bring their own passwords to Cisco and Palo Alto VPNs By Shweta Sharma Dec 19, 2025 3 mins Network Security Security View topic CPUs and Processors news China requires chipmakers to use at least 50% domestic equipment By Viktor Eriksson Dec 31, 2025 1 min CPUs and Processors Markets Technology Industry news Top Intel stories of 2025 By Ann Bednarz Dec 29, 2025 8 mins CPUs and Processors Data Center feature Will Google throw gasoline on the AI chip arms race? By Andy Patrizio Dec 16, 2025 4 mins Artificial Intelligence CPUs and Processors Data Center Design View topic Video video Master Linux Math with the bc Command \| Easy CLI Calculations Explained! Learn how to use the powerful bc command in Linux to perform fast, accurate calculations right from the command line. In this Linux tip, Sandra Henry-Stocker—author of the Unix as a Second Language blog—walks you through examples including addition, exponents, decimals, and setting scale for precision. Whether you’re scripting or solving quick math problems, bc is a must-know tool for Linux users. Examples covered: Basic math with bc Using exponents (10^2) Decimal calculations Controlling precision with scale Jun 23, 2025 1 mins Operating Systems Master Linux Math in Seconds: How to Use the expr Command Like a Pro Jun 17, 2025 1 mins Operating Systems How to Do Math in the Command Line Using Double Parentheses Jun 6, 2025 1 mins Operating Systems How to Use the tldr Command in Linux \| Quick Alternative to Man Pages May 20, 2025 1 mins Operating Systems See all videos Podcasts podcasts Design Your Networks for the Internet of the Future Regardless of unique business goals, every service provider and enterprise relies on new technologies to help them achieve their intended business outcomes, like growing revenue, reducing costs, and mitigating risks for themselves and their customers. Today there are three important technology developments that can be critical catalysts helping these businesses achieve and even surpass their goals: Converged Software-Defined Networking Transport, Advanced Optics, and open, software-defined 5G. This series of 3 podcasts will share business drivers, real-world use cases, and actionable solutions that can change the economics of the Internet for the Future and your “today." 3 episodes Internet Ep. 02 Episode 2: Pluggable Optics and the Internet for the Future Nov 7, 2023 17 mins Cisco Systems Computers and Peripherals Internet Ep. 03 Episode 3: Looking Forward: 5G, Digital Transformation, and the Network of the Future Nov 7, 2023 14 mins 5G Cisco Systems Internet Show me more Popular Articles Podcasts Videos brandpost Sponsored by Cisco AI, edge, and security: Shaping the need for modern infrastructure management By Paul Desmond Jan 11, 2026 4 mins IT Strategy feature The State of Enterprise Linux for networking By Sean Michael Kerner Jan 8, 2026 7 mins Operating Systems news SoftBank expands AI infrastructure ambitions with $4B DigitalBridge acquisition By Varun Aggarwal Dec 29, 2025 3 mins Artificial Intelligence Data Center Technology Industry podcast Has the hype around ‘Internet of Things’ paid off? \| Ep. 145 Apr 18, 2024 36 mins IoT Platforms IoT Security podcast Episode 1: Understanding Cisco’s Converged SDN Transport Sep 24, 2021 20 mins Cisco Systems Internet Networking podcast Episode 2: Pluggable Optics and the Internet for the Future Sep 23, 2021 17 mins Cisco Systems Computers and Peripherals Internet video How to Use the column Command in Linux \| Format Output into Neat Columns Easily May 8, 2025 1 mins Operating Systems video How to Use the rev Command in Linux (Reverse Text in Terminal!) May 5, 2025 1 mins Operating Systems video How to use the groupdel comand Apr 8, 2025 1 mins Operating Systems About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts News Features Blogs/Opinion Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Online InfoWorld Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. All Rights Reserved.	2026-01-13T09:29:27
https://www.infoworld.com/data-management/	Data Management \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Data Management Data Management Data Management \| News, how-tos, features, reviews, and videos Explore related topics Data Architecture Data Governance Data Integration Data Quality Database Administration Databases SQL Latest from today interview Generative AI and the future of databases Google Cloud’s lead engineer for databases discusses the challenges of integrating databases and LLMs, the tools needed to overcome these challenges, and how AI-native databases will help bridge the gap. By Martin Heller Jan 6, 2026 14 mins Artificial Intelligence Databases Generative AI opinion How to make AI agents reliable By Matt Asay Jan 5, 2026 7 mins Databases Generative AI IT Skills and Training opinion How to build RAG at scale By Ankush Dhar Dec 30, 2025 8 mins Artificial Intelligence Data Architecture Generative AI news High severity flaw in MongoDB could allow memory leakage By Lynn Greiner Dec 26, 2025 2 mins Databases NoSQL Databases Vulnerabilities opinion Designing the agent-ready data stack By Tobie Morgan Hitchcock Dec 18, 2025 12 mins Artificial Intelligence Databases Generative AI opinion Before you build your first enterprise AI app By Matt Asay Dec 15, 2025 8 mins Analytics Data Quality Data Science feature InfoWorld’s 2025 Technology of the Year Award winners By InfoWorld Awards Team Dec 15, 2025 48 mins APIs Application Security DevSecOps opinion Document databases – understanding your options By Radek Szulgo Dec 11, 2025 8 mins Databases Document Databases NoSQL Databases news IBM to buy Confluent to extend its data and automation portfolio By Paul Barker Dec 8, 2025 6 mins Artificial Intelligence Data Integration Hybrid Cloud Articles opinion AI memory is really a database problem If we want to avoid making AI agents a huge new attack surface, we’ve got to treat agent memory the way we treat databases: with firewalls, audits, and access privileges. By Matt Asay Dec 8, 2025 9 mins Artificial Intelligence Databases Generative AI opinion Why data contracts need Apache Kafka and Apache Flink Data contracts are foundational to properly designed and well behaved data pipelines. Kafka and Flink provide the key capabilities. By Matthew OKeefe Dec 2, 2025 11 mins Analytics Big Data Data Management news Qdrant vector database adds tiered multitenancy Tiered multitenancy allows users to combine small and large tenants in a single collection and promote growing tenants to dedicated shards. By Paul Krill Dec 1, 2025 3 mins Artificial Intelligence Databases Generative AI feature Getting the enterprise data layer unstuck for AI For enterprises, proprietary data is a source of competitive advantage. Take these four steps to ready it for AI-powered applications and agents. By Travis Van Nov 26, 2025 9 mins Analytics Big Data Generative AI brandpost Sponsored by Google Unlocking data’s true potential: The open lakehouse as AI’s foundation Artificial intelligence has increased the urgency for unified data. Here’s how to achieve it. By Geeta Banda, Head of Outbound Product Management, Google Cloud May 29, 2025 5 mins Artificial Intelligence Data Management news Snowflake to acquire Select Star to enhance its Horizon Catalog The enhancements in Horizon Catalog would allow enterprises to build context for AI-driven applications and autonomous agents from data stored outside Snowflake. By Anirban Ghoshal Nov 25, 2025 4 mins Analytics Artificial Intelligence Data Warehousing feature Anatomy of an AI agent knowledge base For AI agents, a knowledge base fuels fast and accurate responses and enables complex reasoning. We asked the experts how to build one. By Bill Doerrfeld Nov 24, 2025 10 mins Artificial Intelligence Databases Generative AI analysis Azure HorizonDB: Microsoft goes big with PostgreSQL Microsoft’s latest database is a fast, scalable PostgreSQL for cloud-native and AI developers. By Simon Bisson Nov 20, 2025 8 mins Microsoft Azure PostgreSQL Relational Databases news Microsoft Fabric IQ adds ‘semantic intelligence’ layer to Fabric Where Microsoft promises enterprises better understanding of their data for workers and autonomous agents alike, analysts fear deployment hurdles and vendor lock-in. By Anirban Ghoshal Nov 19, 2025 6 mins Data Governance IaaS Microsoft Azure news Microsoft touts scalability of its new PostgreSQL-compatible managed database Third time’s the charm? Microsoft hopes the scalability of Azure HorizonDB, will lure new customers where its two existing PostgreSQL databases did not. By Anirban Ghoshal Nov 19, 2025 4 mins Microsoft Azure PostgreSQL Relational Databases opinion Building a scalable document management system: Lessons from separating metadata and content Split your metadata from your files, and suddenly your sluggish document system becomes fast, scalable and surprisingly cheap to run. By Prasanna Kumar Ramachandran Nov 19, 2025 10 mins Databases Document Databases NoSQL Databases opinion Why context engineering will define the next era of enterprise AI Agentic AI systems need a deep understanding of where they are, what they know, and the constraints that apply. Context engineering provides the foundation. By Saket Saurabh Nov 18, 2025 7 mins Artificial Intelligence Data Governance Generative AI news Databricks fires back at Snowflake with SQL-based AI document parsing The new capability supports tables, figures, and diagrams with spatial metadata, making documents searchable and actionable in AI workflows. By Anirban Ghoshal Nov 13, 2025 6 mins Artificial Intelligence Data Management SQL Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Careers Cloud Computing Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Software Development Technology Industry Show me more Latest Articles Videos analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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https://www.atlassian.com/ja/blog/	Atlassian Japan 公式ブログ \| アトラシアン株式会社 Skip to content Atlassian Japan 公式ブログ \| アトラシアン株式会社 Search for: Search Featured チームの働き方を変革するAI：Team ’25 Europe発表まとめバルセロナへようこそ！満席となったTeam ’25 Europeイベントの現地から、その熱気をお届けします。AIはこれまでにない形でチームワークを変えつつあり、まさに時代の転換点… 2025年10月08日 Mike Cannon-Brookes 共同創業者兼CEO カテゴリ全ての投稿全ての投稿 Access AI Atlas Atlassian Analytics Atlassian Data Lake Atlassian Intelligence Atlassian Rovo Bamboo Bitbucket Cloud Compass Confluence Crowd Crucible Customer Service Management DevOps Fisheye Git ITサービスマネジメント Jira Jira Align Jira Core Jira Product Discovery Jira Service Desk Jira Service Management Jira Software Jira Work Management Loom Marketplace Opsgenie Portfolio for Jira Rovo Service Collection Software Collection Sourcetree Strategy Collection System of Work Team TEAM Anywhere Team Tour Tokyo Teamwork Collection Trello アジャイルイベントエンタープライズエンタープライズサービスマネージメントお客様事例キャンペーンコミュニティサポートニュースハウツープラットフォームリモートワークワークマネージメントワークマネジメント企業ニュース継続的デリバリー製品情報アトラシアンがAWSマーケットプレイスで利用可能にこの投稿は、2025年12月2日に発表された「Atlassian now available on AWS Marketplace」の抄訳です。アトラシアンのクラウドアプリ（Ji… 2025年12月14日渡辺隆アトラシアン、Forrester Waveのエンタープライズサービスマネジメント分野のリーダーに選出アトラシアンは、2025年第4四半期のForrester Wave TM レポートでエンタープライズサービスマネジメント (ESM) のリーダー企業として選出されました。本レポー… 2025年12月14日渡辺隆第75回 ACE Tokyo Meetup イベントレポートみなさん、こんにちは。アトラシアンでコミュニティマーケティングを担当している新村です。今回は11月12日にお台場のdocomo R&D OPEN LAB ODAIBAさんに… 2025年11月18日新村剛史あらゆる所ででRovoに会いましょう：あらゆるアプリ、チーム、ワークフローをつなぐAI あなたの頼れるAIチームメイトRovoが、より豊富なコンテキスト、幅広いスキル、そして柔軟な拡張性を備えて進化しましたこの1年で、すでに何百万人ものお客様にRovoを活用いただいています。しかし、私たちは現状に満足せず、Rovoに新たなAIスキルや知能、業務を変革する機能を追加し、仕事をさらに進化… 2025年10月08日渡辺隆アトラシアンのAI搭載Teamwork Collectionで仕事をもっと速く、もっとスマートに 2025年4月に開催したアトラシアンの年次イベントTeam 25において、Teamwork Collectionを発表しましたが、すでに多くのお客様がJira、Confluence… 2025年10月08日渡辺隆 Strategy Collectionが進化：プライオリティ・人材・投資をつなぐ新たなアプローチ AIを活用したインサイトと提案を提供するRovo、投資状況を追跡するFunds、円滑な計画立案を実現するStrategic Eventsを新たに搭載 Atlassian Strategy Collectionは、企業の優先事項・人材・投資をダイナミックに結びつけ、経営層の戦略推進を強力に支援する統合ソリューションです。従来のPo… 2025年10月08日渡辺隆 AIネイティブなSDLCを支援する、Atlassian Software Collectionを発表あらゆるチームの生産性、品質、スピードを測定し向上させる 2025年10月7日よりスペインバルセロナで開催されているアトラシアン年次イベント Team ’25 Europeにおいて、ソフトウェア開発の全工程にAIを組み込んだ… 2025年10月08日渡辺隆 Dynatrace、New Relic、BigPandaとのAIOpsパートナーシップを発表アトラシアンは、Team ’25 Europeで発表した「Service Collection」の一環として、主要なオブザーバビリティ（可観測性）ベンダーであるDyna… 2025年10月08日渡辺隆 AI時代、あらゆるチームのためのサービスマネジメントソリューションAtlassian Service Collectionを発表ビジネスのスピードはかつてないほど加速しています。かつて数か月かかっていた製品リリースが、今では数日で実現する時代です。お客様は即座の対応を求め、従業員も普段使っているアプリのよう… 2025年10月08日渡辺隆製品や価格についてのご質問はこちらお問い合わせフォーム投稿ナビゲーション 1 2 … 96 次へアトラシアン株式会社コーポレートサイトチームの教科書 Atlassian Notice at Collection プライバシーポリシー利用規約 © Copyright 2026 製品情報を見る > Subscribe to the Developer Newsletter Email *	2026-01-13T09:29:27
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Articles feature How to succeed with AI-powered, low-code and no-code development tools Developers have a growing array of options for AI-powered low-code and no-code development tools. But using them to their full advantage requires adopting best practices. By Bob Violino Jan 12, 2026 9 mins Development Tools Generative AI No Code and Low Code feature Python starts 2026 with a bang The world’s most popular programming language kicks off the new year with a wicked-fast type checker, a C code generator, and a second chance for the tail-calling interpreter. By Serdar Yegulalp Jan 9, 2026 2 mins Programming Languages Python Software Development feature 6 incredibly hyped software trends that failed to deliver In hindsight, what were we thinking? By Bill Doerrfeld Jan 5, 2026 13 mins Big Data Blockchain Technology Industry feature Enterprise Spotlight: Setting the 2026 IT agenda Download the January 2026 issue of the Enterprise Spotlight from the editors of CIO, Computerworld, CSO, InfoWorld, and Network World and learn about the trends and technologies that will drive the IT agenda in the year ahead. By InfoWorld.com staff Jan 1, 2026 1 min Artificial Intelligence Enterprise Buyer’s Guides IT Leadership feature What is cloud computing? From infrastructure to autonomous, agentic-driven ecosystems Cloud computing has become the ideal way to deliver enterprise applications—and the preferred solution for companies extending their infrastructure or launching new innovations. By Dan Muse and Eric Knorr Dec 31, 2025 19 mins Hybrid Cloud IaaS Serverless Computing feature Understanding AI-native cloud Traditional cloud architectures are buckling under the weight of generative AI. To move from pilots to production, enterprises must adopt a 'design-first' architecture that treats intelligence as a core utility. By Taryn Plumb Dec 29, 2025 11 mins Cloud Architecture Cloud-Native Generative AI feature 8 old programming languages developers won’t quit Newer languages might soak up all the glory, but these die-hard languages have their place. Here are eight languages developers still use daily, and what they’re good for. By Peter Wayner Dec 22, 2025 7 mins C++ Java Python feature Cloud native explained: How to build scalable, resilient applications Cloud-native computing takes advantage of many modern software development techniques including microservices, containers, CI/CD, agile methodologies, and devops. By Scott Carey and Josh Fruhlinger Dec 19, 2025 11 mins Agile Development Cloud Computing Devops feature InfoWorld’s 2025 Technology of the Year Award winners The InfoWorld Technology of the Year Awards recognize the year’s best and most innovative products in AI, cloud, data analytics, devops, and software development. By InfoWorld Awards Team Dec 15, 2025 48 mins APIs Application Security DevSecOps feature Spotlight: Making the most of multicloud For IT leaders navigating multicloud environments, success depends on strategic alignment across business units, robust governance frameworks, and proactive security postures. While multicloud offers agility and vendor flexibility, it also introduces challenges in visibility, compliance, and developer productivity. In this special report, you’ll learn how to take advantage of the benefits of using multiple clouds, avoid common pitfalls, and ensure that multicloud is worth the investment. By InfoWorld.com staff Dec 9, 2025 1 min Cloud Computing Enterprise Buyer’s Guides Multicloud feature 10 MCP servers for devops Tap these Model Context Protocol servers to supercharge your AI-assisted coding tools with powerful devops automation capabilities. By Bill Doerrfeld Dec 8, 2025 12 mins Artificial Intelligence Development Tools Generative AI feature The complete guide to Node.js frameworks Take a tour of the best web frameworks for Node, from minimalist crowd pleasers like Express, Koa, and Fastify to progressive and full-stack options like Nest, Next, SvelteKit, and more. By Matthew Tyson Dec 3, 2025 16 mins Development Tools JavaScript Web Development Show more Show less analysis Which development platforms and tools should you learn now? For software developers, choosing which technologies and skills to master next has never been more difficult. Experts offer their recommendations. Jan 13, 2026 8 mins Development Tools Devops Generative AI analysis Why hybrid cloud is the future of enterprise platforms The rise of artificial intelligence makes cloud and on-premises integration the best path forward for scalable, effective deployments. Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news Oracle unveils Java development plans for 2026 OpenJDK project teams will focus work on features such as value types, code reflection, AOT compilation, and structured concurrency in the coming year. Jan 12, 2026 3 mins Java Programming Languages Software Development news AI is causing developers to abandon Stack Overflow Many are also tired of being treated like idiots by other users. Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development opinion Stack thinking: Why a single AI platform won’t cut it It’s time to build an AI toolbench instead. Jan 12, 2026 8 mins Artificial Intelligence Development Tools Software Development news Postman snaps up Fern to reduce developer friction around API documentation and SDKs By acquiring Fern, Postman is aiming to bridge developer experience gaps that hinder API adoption and drive up integration and support costs for enterprises, analysts say. Jan 12, 2026 3 mins APIs Software Development opinion Why ‘boring’ VS Code keeps winning Developer trust in tools and a reliable ecosystem are a hard combination to beat. Competing tools, like Google’s Antigravity, need to deliver more than innovation. Jan 12, 2026 7 mins Developer GitHub Visual Studio Code news Visual Studio Code adds support for agent skills An experimental feature in VS Code 1.108, Agent Skills are folders of instructions, scripts, and resources that GitHub Copilot can load for specialized tasks. Jan 9, 2026 3 mins Development Tools Integrated Development Environments Visual Studio Code news analysis Snowflake: Latest news and insights Stay up-to-date on how Snowflake and its underlying architecture has changed how cloud developers, data managers and data scientists approach cloud data management and analytics Jan 9, 2026 5 mins Cloud Architecture Cloud Computing Cloud Management news Snowflake to acquire Observe to boost observability in AIops The acquisition could position Snowflake as a control plane for production AI, giving CIOs visibility across data, models, and infrastructure without the pricing shock of traditional observability stacks, analysts say. Jan 9, 2026 3 mins Artificial Intelligence Software Development news Microsoft open-sources XAML Studio Forthcoming update of the rapid prototyping tool for WinUI developers, now available on GitHub, adds a new Fluent UI design, folder support, and a live properties panel. Jan 8, 2026 1 min Development Tools Integrated Development Environments Visual Studio news Databricks says its Instructed Retriever offers better AI answers than RAG in the enterprise Databricks says Instructed Retriever outperforms RAG and could move AI pilots to production faster, but analysts warn it could expose data, governance, and budget gaps that CIOs can’t ignore. Jan 8, 2026 5 mins Artificial Intelligence Generative AI opinion The hidden devops crisis that AI workloads are about to expose Devops teams that cling to component-level testing and basic monitoring will struggle to keep pace with the data demands of AI. Jan 8, 2026 6 mins Artificial Intelligence Devops Generative AI news AI-built Rue language pairs Rust memory safety with ease of use Developed using Anthropic’s Claude AI model, the new language is intended to provide memory safety without garbage collection while being easier to use than Rust and Zig. Jan 7, 2026 2 mins Generative AI Programming Languages Rust news Microsoft acquires Osmos to ease data engineering bottlenecks in Fabric The acquisition could help enterprises push analytics and AI projects into production faster while acting as the missing autonomy layer that connects Fabric’s recent enhancements into a coherent system. Jan 7, 2026 4 mins Analytics Artificial Intelligence Data Engineering analysis Generative UI: The AI agent is the front end In a new model for user interfaces, agents paint the screen with interactive UI components on demand. Let’s take a look. Jan 7, 2026 8 mins Development Tools Generative AI Libraries and Frameworks opinion What the loom tells us about AI and coding Like the loom, AI may turn the job market upside down. And enable new technologies and jobs that we simply can’t predict. Jan 7, 2026 4 mins Developer Engineer Generative AI news AI won’t replace human devs for at least 5 years Progress towards full AI-driven coding automation continues, but in steps rather than leaps, giving organizations time to prepare, according to a new study. Jan 7, 2026 7 mins Artificial Intelligence Developer Roles news Automated data poisoning proposed as a solution for AI theft threat For hackers, the stolen data would be useless, but authorized users would have a secret key that filters out the fake information. Jan 7, 2026 6 mins Artificial Intelligence Data Privacy Privacy news Ruby 4.0.0 introduces ZJIT compiler, Ruby Box isolation Ruby Box is an experimental feature that provides separate spaces in a Ruby process to isolate application code, libraries, and monkey patches. Jan 6, 2026 3 mins Programming Languages Ruby Software Development 1 2 3 4 5 6 7 8 9 10 … 1,850 Show me more Latest Articles Videos news Open WebUI bug turns the ‘free model’ into an enterprise backdoor By Shweta Sharma Jan 6, 2026 3 mins Artificial Intelligence Security Vulnerabilities interview Generative AI and the future of databases By Martin Heller Jan 6, 2026 14 mins Artificial Intelligence Databases Generative AI analysis What drives your cloud security strategy? By David Linthicum Jan 6, 2026 5 mins Careers Cloud Security IT Skills and Training video How to generate C-like programs with Python Dec 16, 2025 5 mins Python video Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python video Python vs. Kotlin Nov 13, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. All Rights Reserved.	2026-01-13T09:29:27
https://www.infoworld.com/technology-business/	Technology Industry \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Industry Markets Technology Industry Technology Industry Technology Industry \| News, how-tos, features, reviews, and videos Latest from today feature 6 incredibly hyped software trends that failed to deliver In hindsight, what were we thinking? By Bill Doerrfeld Jan 5, 2026 13 mins Big Data Blockchain Technology Industry analysis 4 New Year’s resolutions for devops success By Isaac Sacolick Dec 29, 2025 10 mins Development Tools Devops Technology Industry analysis When is an AI agent not really an agent? By David Linthicum Dec 23, 2025 7 mins Artificial Intelligence Generative AI Technology Industry opinion Building AI agents the safe way By Matt Asay Dec 22, 2025 7 mins Code Security Generative AI Technology Industry opinion 6 AI breakthroughs that will define 2026 By Dwarak Rajagopal Dec 22, 2025 5 mins Artificial Intelligence Generative AI Technology Industry analysis Agents, protocols, and vibes: The best AI stories of 2025 By Josh Fruhlinger Dec 19, 2025 4 mins Development Tools Devops Technology Industry news It’s everyone but Meta in a new AI standards group By Paul Barker Dec 10, 2025 5 mins Artificial Intelligence Open Source Technology Industry news Linux Foundation launches Agentic AI Foundation By Paul Krill Dec 9, 2025 1 min Artificial Intelligence Generative AI Technology Industry analysis Local clouds shape Europe’s AI future By David Linthicum Dec 5, 2025 5 mins Artificial Intelligence Data and Information Security Technology Industry Articles analysis The ripple effects of a VPN ban Some state lawmakers are considering limiting VPN access. The far-reaching consequences would cripple business, education, and everyday internet use. By David Linthicum Dec 2, 2025 5 mins Cloud Computing Network Security Technology Industry feature How to succeed as an independent software developer Striking out on your own can be daunting, but for many the rewards are worth it. Here are five tips for building a successful career as a freelance software developer. By Bob Violino Dec 1, 2025 9 mins Developer Roles Technology Industry opinion How much will openness matter to AI? The history of open source is not a straight line toward total openness. The value in AI will come from proprietary guardrails, agents, and data. By Matt Asay Dec 1, 2025 8 mins Generative AI Open Source Technology Industry opinion Software development has a ‘996’ problem Letting AI churn out an endless supply of crappy code that humans then have to debug and maintain doesn’t move anybody’s business forward. By Matt Asay Nov 24, 2025 7 mins Development Tools Generative AI Technology Industry brandpost Sponsored by Catchpoint Systems, Inc. How Internet Performance Monitoring (IPM) provides visibility into the end user experience IT teams can proactively spot site issues before they impact the user experience with IPM. Mar 25, 2024 3 mins Technology Industry analysis It’s the end of vibe coding, already As genAI takes hold in the enterprise, improvisation is giving way to engineering. Can organizations build the guardrails needed to turn clever prompts into dependable systems? By Josh Fruhlinger Nov 21, 2025 3 mins Artificial Intelligence Machine Learning Technology Industry analysis How to alienate cloud customers and undermine revenue As the big cloud providers prioritize artificial intelligence, they risk leaving traditional cloud technologies—and cloud customers—in the dust. By David Linthicum Nov 20, 2025 5 mins Artificial Intelligence Generative AI Technology Industry opinion The rebellion against robot drivel When we use large language models to augment, improve, or accelerate our writing, they erase our human voice in the process. Let’s not be erased. By Matt Asay Nov 17, 2025 6 mins Artificial Intelligence Generative AI Technology Industry analysis Tech mega-deals are a distraction, not a breakthrough Tech executives and journalists get caught up in the buzz over expensive deals, but enterprises are still waiting for affordable, reliable solutions to real business problems. By David Linthicum Nov 14, 2025 6 mins Amazon Web Services IaaS Technology Industry opinion The economics of the software development business Decade after decade, software and software business models keep changing. But the economics never really do. By Nick Hodges Nov 12, 2025 9 mins Software Development Technology Industry analysis Breaking Europe’s cloud deadlock Can Europe balance sovereignty with innovation? A US perspective on sovereign clouds and economic pragmatism. By David Linthicum Nov 11, 2025 6 mins Critical Infrastructure Hybrid Cloud Technology Industry opinion AI is all about inference now You train the model once, but you run it every day. Making sure your model has business context and guardrails to guarantee reliability is more valuable than fussing over LLMs. By Matt Asay Nov 10, 2025 8 mins Data Governance Generative AI Technology Industry feature What is generative AI? How artificial intelligence creates content Generative AI models can carry on conversations, answer questions, write stories, produce source code, and create images and videos of almost any description. Here's how generative AI works, how it's being used, and why it’s more limited than you might think. By Josh Fruhlinger Nov 7, 2025 13 mins Data Science Generative AI Technology Industry Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Software Development Show me more Latest Articles Videos analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. All Rights Reserved.	2026-01-13T09:29:27
https://wiki.jenkins.io/infra/Home.html	Jenkins Infrastructure : Home Jenkins Infrastructure Jenkins Infrastructure : Home Created by Unknown User (kohsuke) , last modified by Olivier Vernin on Mar 06, 2019 Problems that need to be investigated. The servers we run: JIRA - issues.jenkins-ci.org Confluence - wiki.jenkins-ci.org Jenkins - ci.jenkins-ci.org LDAP (ldap.jenkins.io) - ldap.jenkins.io Apache Account Application Monitoring on OSOUSL: Munin at OSUOSL Datadog checks defined in a Git repository The service we use: Artifactory Procedures: Ban user spamming Wiki Receiving donations Placing site wide banner Adding a new mirror Document generated by Confluence on Sep 29, 2021 15:45 Wiki home	2026-01-13T09:29:27
https://www.linkedin.com/products/splunk-security-orchestration-automation-and-response-soar/	Splunk Security Orchestration, Automation and Response (SOAR) \| LinkedIn Skip to main content LinkedIn Splunk in Asan Expand search This button displays the currently selected search type. When expanded it provides a list of search options that will switch the search inputs to match the current selection. Jobs People Learning Clear text Clear text Clear text Clear text Clear text Join now Sign in Splunk Security Orchestration, Automation and Response (SOAR) Security Orchestration, Automation, and Response (SOAR) Software by Splunk See who's skilled in this Add as skill Learn more Report this product About Orchestrate security workflows and automate tasks in seconds to empower your SOC, work smarter and respond faster. Similar products aiXDR-PMAX aiXDR-PMAX Security Orchestration, Automation, and Response (SOAR) Software CFTR - Cyware Fusion and Threat Response CFTR - Cyware Fusion and Threat Response Security Orchestration, Automation, and Response (SOAR) Software Secureworks Taegis™ ManagedXDR Secureworks Taegis™ ManagedXDR Security Orchestration, Automation, and Response (SOAR) Software Cyware Orchestrate Cyware Orchestrate Security Orchestration, Automation, and Response (SOAR) Software Security Maturity and Compliance Lifecycle Management - AI-Powered Security Posture Command Center Security Maturity and Compliance Lifecycle Management - AI-Powered Security Posture Command Center Security Orchestration, Automation, and Response (SOAR) Software Swimlane Turbine Agentic AI Automation Platform Swimlane Turbine Agentic AI Automation Platform Security Orchestration, Automation, and Response (SOAR) Software Sign in to see more Show more Show less Splunk products Splunk Cloud Platform Splunk Cloud Platform Application Performance Monitoring (APM) Software Splunk Enterprise Splunk Enterprise Big Data Analytics Software Splunk Enterprise Security Splunk Enterprise Security Security Information & Event Management (SIEM) Software Splunk IT Service Intelligence (ITSI) Splunk IT Service Intelligence (ITSI) AIOps Platforms Splunk Mission Control Splunk Mission Control Splunk User Behavior Analytics Splunk User Behavior Analytics User & Entity Behavior Analytics (UEBA) Software Show more Show less LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines English (English) Language	2026-01-13T09:29:27
https://wiki.jenkins.io/infra/Account-Application.html	Jenkins Infrastructure : Account Application Jenkins Infrastructure Home Jenkins Infrastructure : Account Application Created by Unknown User (kohsuke) , last modified by Unknown User (rtyler) on Apr 13, 2016 jenkins-ci.org runs LDAP in the backend to manage its user accounts. The entrance of the system for the general users is accounts.jenkins.io Support Those of us with special karma can reset the password for other users. Sometimes people have trouble gaining access to their account, so please help them by using this mechanism. To do so, Login Go to admin page Type in the user's user ID or the e-mail address Click the appropriate "reset password" button Tell the guy his new password Spam rejection in sign-up StopForumSpam service is integrated into the sign-up process to watch out for spammers, but this process does have some false-positives. To stream-line the false-positive handling, when the system rejects an attempt to create a new user because of the spam flag, we send an e-mail to jenkinsci-account-admins@googlegroups.com with a link to go ahead and create this user. The user receives an message saying he needs to contact jenkinsci-account-admins@googlegroups.com. If we decide to create this user account, click this link in the e-mail, and press a button to confirm. This would actually create a new account, and the details will be sent to the user. Document generated by Confluence on Sep 29, 2021 15:45 Wiki home	2026-01-13T09:29:27
https://wiki.jenkins.io/infra/Adding-a-new-mirror.html	Jenkins Infrastructure : Adding a new mirror Jenkins Infrastructure Home Jenkins Infrastructure : Adding a new mirror Created by Unknown User (kohsuke) , last modified on Feb 19, 2015 Steps A new mirror would have to periodically rsync from rsync://ftp.osuosl.org/jenkins/ (say every 4 hours?). We need to know their URL and country the server is located. We need their contact person email address on file. Mirror addition needs to be blessed by the infra team. On cucumber, "mb list --region --country" to list up current mirrors Run mb new to insert a new mirror with appropriate region and country. Let it sit for a day to allow for mirror scanning, and check status page to ensure it's up-to-date. Document generated by Confluence on Sep 29, 2021 15:45 Wiki home	2026-01-13T09:29:27
https://www.linkedin.com/products/splunk-enterprise/?trk=products_details_guest_other_products_by_org_section_product_link_result-card_image-click#main-content	Splunk Enterprise \| LinkedIn Skip to main content LinkedIn Splunk in Asan Expand search This button displays the currently selected search type. When expanded it provides a list of search options that will switch the search inputs to match the current selection. Jobs People Learning Clear text Clear text Clear text Clear text Clear text Join now Sign in Splunk Enterprise Big Data Analytics Software by Splunk See who's skilled in this Add as skill Learn more Report this product About Search, analysis and visualization for actionable insights from all of your data. Similar products BigQuery BigQuery Big Data Analytics Software Mindtree Decision Moments Mindtree Decision Moments Big Data Analytics Software Momenta+ Momenta+ Big Data Analytics Software TEDAx TEDAx Big Data Analytics Software moneo moneo Big Data Analytics Software Data Analyst Data Analyst Big Data Analytics Software Sign in to see more Show more Show less Splunk products Splunk Cloud Platform Splunk Cloud Platform Application Performance Monitoring (APM) Software Splunk Enterprise Security Splunk Enterprise Security Security Information & Event Management (SIEM) Software Splunk IT Service Intelligence (ITSI) Splunk IT Service Intelligence (ITSI) AIOps Platforms Splunk Mission Control Splunk Mission Control Splunk Security Orchestration, Automation and Response (SOAR) Splunk Security Orchestration, Automation and Response (SOAR) Security Orchestration, Automation, and Response (SOAR) Software Splunk User Behavior Analytics Splunk User Behavior Analytics User & Entity Behavior Analytics (UEBA) Software Show more Show less LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines English (English) Language	2026-01-13T09:29:27
https://www.linkedin.com/uas/login?session_redirect=%2Fproducts%2Fvtex-commerce-cloud%3FviewConnections%3Dtrue&trk=products_details_guest_face-pile-cta	LinkedIn Login, Sign in \| LinkedIn Sign in Sign in with Apple Sign in with a passkey By clicking Continue, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . or Email or phone Password Show Forgot password? Keep me logged in Sign in We’ve emailed a one-time link to your primary email address Click on the link to sign in instantly to your LinkedIn account. If you don’t see the email in your inbox, check your spam folder. Resend email Back New to LinkedIn? Join now Agree & Join LinkedIn By clicking Continue, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . LinkedIn © 2026 User Agreement Privacy Policy Community Guidelines Cookie Policy Copyright Policy Send Feedback Language 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))	2026-01-13T09:29:27
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http://mirror.freedif.org/GNU-Sa/aamfp/7.0.0/	Index of /GNU-Sa/aamfp/7.0.0/ Index of /GNU-Sa/aamfp/7.0.0/ ../ v.7.0.0.tar.bz2 26-Feb-2020 16:11 450K v.7.0.0.tar.bz2.asc 26-Feb-2020 16:11 499 v.7.0.0.tar.bz2.sig 26-Feb-2020 16:11 310 v.7.0.0.tar.gz 26-Feb-2020 16:11 399K v.7.0.0.tar.gz.asc 26-Feb-2020 16:11 499 v.7.0.0.tar.gz.sig 26-Feb-2020 16:11 310 v.7.0.0.zip 26-Feb-2020 16:11 399K v.7.0.0.zip.asc 26-Feb-2020 16:11 499 v.7.0.0.zip.sig 26-Feb-2020 16:11 310	2026-01-13T09:29:27
http://mirror.freedif.org/GNU-Sa/aamfp/11.0.0/	Index of /GNU-Sa/aamfp/11.0.0/ Index of /GNU-Sa/aamfp/11.0.0/ ../ v.11.0.0.bz2 26-Feb-2020 00:05 3M v.11.0.0.bz2.asc 26-Feb-2020 00:05 499 v.11.0.0.bz2.sig 26-Feb-2020 00:05 310 v.11.0.0.gz 26-Feb-2020 00:05 3M v.11.0.0.gz.asc 26-Feb-2020 00:05 499 v.11.0.0.gz.sig 26-Feb-2020 00:05 310 v.11.0.0.zip 26-Feb-2020 00:05 3M v.11.0.0.zip.asc 26-Feb-2020 00:05 499 v.11.0.0.zip.sig 26-Feb-2020 00:05 310	2026-01-13T09:29:27
http://mirror.freedif.org/GNU-Sa/aamfp/15.1.0/	Index of /GNU-Sa/aamfp/15.1.0/ Index of /GNU-Sa/aamfp/15.1.0/ ../ aamfp.tar.bz2 24-Sep-2019 15:37 11M aamfp.tar.bz2.asc 24-Sep-2019 15:37 499 aamfp.tar.bz2.sig 24-Sep-2019 15:37 310 aamfp.tar.gz 24-Sep-2019 15:37 11M aamfp.tar.gz.asc 24-Sep-2019 15:37 499 aamfp.tar.gz.sig 24-Sep-2019 15:37 310 aamfp.zip 24-Sep-2019 15:38 11M aamfp.zip.asc 24-Sep-2019 15:38 499 aamfp.zip.sig 24-Sep-2019 15:38 310	2026-01-13T09:29:27
http://mirror.freedif.org/GNU-Sa/aamfp/15.0.0/	Index of /GNU-Sa/aamfp/15.0.0/ Index of /GNU-Sa/aamfp/15.0.0/ ../ 15.0.0.tar.bz2 19-Sep-2019 23:22 11M 15.0.0.tar.bz2.asc 19-Sep-2019 23:22 499 15.0.0.tar.bz2.sig 19-Sep-2019 23:22 310 15.0.0.tar.gz 19-Sep-2019 23:22 11M 15.0.0.tar.gz.asc 19-Sep-2019 23:22 499 15.0.0.tar.gz.sig 19-Sep-2019 23:22 310 15.0.0.zip 19-Sep-2019 23:22 11M 15.0.0.zip.asc 19-Sep-2019 23:22 499 15.0.0.zip.sig 19-Sep-2019 23:22 310	2026-01-13T09:29:27
http://mirror.freedif.org/GNU/auctex/12.1-extra/	Index of /GNU/auctex/12.1-extra/ Index of /GNU/auctex/12.1-extra/ ../ CHANGES 11-Dec-2017 04:51 39K CHANGES.sig 11-Dec-2017 04:51 566 ChangeLog.1 11-Dec-2017 04:51 723K ChangeLog.1.sig 11-Dec-2017 04:51 566 auctex.pdf 11-Dec-2017 04:52 637K auctex.pdf.sig 11-Dec-2017 04:52 566 auctex.ps 11-Dec-2017 04:52 1M auctex.ps.sig 11-Dec-2017 04:52 566 tex-ref.pdf 11-Dec-2017 04:52 150K tex-ref.pdf.sig 11-Dec-2017 04:52 566 tex-ref.ps 11-Dec-2017 04:52 309K tex-ref.ps.sig 11-Dec-2017 04:53 566	2026-01-13T09:29:27
http://mirror.freedif.org/GNU-Sa/aamfp/11.0.5/	Index of /GNU-Sa/aamfp/11.0.5/ Index of /GNU-Sa/aamfp/11.0.5/ ../ v.11.0.5.bz2 25-Feb-2020 23:48 3M v.11.0.5.bz2.asc 25-Feb-2020 23:48 499 v.11.0.5.bz2.sig 25-Feb-2020 23:48 310 v.11.0.5.gz 25-Feb-2020 23:48 3M v.11.0.5.gz.asc 25-Feb-2020 23:48 499 v.11.0.5.gz.sig 25-Feb-2020 23:48 310 v.11.0.5.zip 25-Feb-2020 23:48 3M v.11.0.5.zip.asc 25-Feb-2020 23:48 499 v.11.0.5.zip.sig 25-Feb-2020 23:48 310	2026-01-13T09:29:27
http://mirror.freedif.org/GNU/auctex/11.90-extra/	Index of /GNU/auctex/11.90-extra/ Index of /GNU/auctex/11.90-extra/ ../ CHANGES 11-Jan-2017 05:40 35K CHANGES.sig 11-Jan-2017 05:40 566 ChangeLog.1 11-Jan-2017 05:40 670K ChangeLog.1.sig 11-Jan-2017 05:40 566 auctex.pdf 11-Jan-2017 05:42 632K auctex.pdf.sig 11-Jan-2017 05:42 566 auctex.ps 11-Jan-2017 05:43 1M auctex.ps.sig 11-Jan-2017 05:43 566 tex-ref.pdf 11-Jan-2017 05:43 150K tex-ref.pdf.sig 11-Jan-2017 05:43 566 tex-ref.ps 11-Jan-2017 05:43 310K tex-ref.ps.sig 11-Jan-2017 05:43 566	2026-01-13T09:29:27
https://play.google.com/store/apps/details?id=com.bitazza.freedom.wallet&hl=eu	Freedom World - Apps on Google Play Games Apps Books Kids google_logo Play Games Apps Books Kids none search help_outline Sign in with Google play_apps Library & devices payment Payments & subscriptions reviews My Play activity redeem Offers Play Pass Personalization in Play settings Settings Privacy Policy • Terms of Service Games Apps Books Kids Freedom World Bitazza Company Limited 100K+ Downloads Rated for 3+ info Install Share Add to wishlist About this app arrow_forward Freedom World – Chat, Make Friends, Earn Points, and Redeem Real Rewards! Freedom World is an all-in-one community platform that lets you chat, connect, and make new friends easily through a user-friendly chat app. Enjoy a variety of fun missions to collect “Freedom Shards” and redeem them for real rewards – no extra cost. The more you engage, the more you get! One app, endless fun – community, games, and rewards in one place! Whether you're looking to chat, find friends with similar interests, or enjoy rewarding activities, Freedom World is the app for you! Join interest-based communities – finance, gaming, lifestyle, restaurants, top shops, and more – and easily connect and chat with new people through our smooth chat and social feed features. Plus, enjoy live streaming to keep up with real-time content and entertainment. Complete fun missions to collect Freedom Shards and exchange them for exclusive prizes – from in-app rewards to gift cards and real products. Every shard you earn has real value! 🎮 Battle on with “The Scape” – our strategy card game Fight, train your tactics, and collect shards to redeem rewards. Complete daily missions and start earning right away! 💡 Why choose Freedom World? ■ Make new friends – chat, play, and connect based on shared interests ■ Smooth, user-friendly chat and messaging system ■ Join communities that match your interests – from gaming and finance to lifestyle ■ Enjoy live streaming – stay updated with knowledge or entertainment in real time ■ Collect Freedom Shards and redeem real rewards – no hidden costs ■ Join branded missions and campaigns – the more you join, the more you earn 🎁 What kind of rewards can you get? Use the points you collect from chatting, playing games, or engaging with communities to redeem: ■ Gift cards from leading stores ■ Limited edition items ■ Discount codes ■ Everyday essentials ■ And many more rewards, updated regularly! Whether you're here to make friends, chat, share stories, or earn and redeem points – Freedom World has everything you need to have fun every day. Download now and start your shard-earning journey today! Updated on Nov 20, 2025 Social Data safety arrow_forward Safety starts with understanding how developers collect and share your data. Data privacy and security practices may vary based on your use, region, and age. The developer provided this information and may update it over time. No data shared with third parties Learn more about how developers declare sharing This app may collect these data types Personal info, Financial info, and App info and performance Data is encrypted in transit You can request that data be deleted See details What’s new Bug fixes and Improvements flag Flag as inappropriate App support expand_more public Website email Support email support@freedom.world shield Privacy Policy About the developer BITAZZA COMPANY LIMITED hamidreza.momeni@bitazza.com 2922/280 New Phetchaburi Road 24 Floor HUAI KHWANG 10310 Thailand +49 1590 1400651 Similar apps arrow_forward TCG Card Value Scanner - Shiny Shiny Cardboard LLC Ronin Wallet Sky Mavis Pte. Ltd. 4.0 star Wombat - Powered by PlayMind PlayMind 5.0 star Ledger Wallet™ crypto app Ledger 4.7 star Tykr: Confident Investing Tykr LLC Seeking Alpha: News & Analysis SeekingAlpha 4.6 star flag Flag as inappropriate Google Play Play Pass Play Points Gift cards Redeem Refund policy Kids & family Parent Guide Family sharing Terms of Service Privacy About Google Play Developers Google Store All prices include VAT. South Korea (English) 상호명: Google LLC. \| 대표자: Sundar Pichai \| 주소: 1600 Amphitheatre Parkway, Mountain View, CA 94043, United States \| 고객센터: 080-085-1500 (무료) / gpk-usersupport@google.com \| 호스팅 서비스 제공: Google LLC. \| 사업자정보 Google Play에 등록된 앱과 게임은 각 개발자가 제공하고 판매하는 것이며, Google LLC가 개발자로 표시된 앱과 게임 이외에 Pla	2026-01-13T09:29:27
https://www.jenkins.io/doc/book/platform-information/support-policy-web-browsers/	Browser compatibility > User Documentation Home User Handbook User Handbook Overview Installing Jenkins Platform Information Java Support Policy Linux Support Policy Windows Support Policy Browser compatibility Servlet Container Support Policy Upgrade to Java 17 Upgrade to Java 21 Using Jenkins Pipeline Blue Ocean Managing Jenkins Securing Jenkins System Administration Scaling Jenkins Troubleshooting Jenkins Glossary Tutorials Guided Tour Jenkins Pipeline Using Build Tools Resources Pipeline Syntax reference Pipeline Steps reference LTS Upgrade guides ⇐ Windows Support Policy ⇑ Platform Information Index Servlet Container Support Policy ⇒ Browser compatibility This page documents the browser support policy for Jenkins controllers. NOTE: Content here does not apply to the Jenkins website or other services hosted by the Jenkins project. Support model Jenkins web browser support falls into one of three levels: Level 1: Aim to proactively support these browsers and provide an equal UX across all. Level 2: Accept patches to fix issues and make the best effort to ensure there is at least one way to do any action. Level 3: No guarantees. We will accept patches, but only if they are low risk. This is the default unless a browser/version is listed below . We do not claim any compatibility with or accept bug reports and patches for pre-release (e.g., alpha, beta, or canary) versions of browsers. Browser compatibility matrix Browser Level 1 Level 2 Level 3 Google Chrome Latest regular release/patch Version N-1, latest patch Other versions Mozilla Firefox Latest regular release/patch Version N-1, latest patch; Latest ESR release Other versions Microsoft Edge Latest regular release/patch Version N-1, latest patch Other versions Apple Safari Latest regular release/patch Version N-1, latest patch Other versions Support for mobile browsers (e.g. iOS Safari) has not yet been determined. Change history 2025-06-16 - Move Firefox ESR to level 2 from level 1 ( discussion in the developer mailing list ) 2022-02-01 - Remove support for Internet Explorer, Add Edge ( discussion in the developer mailing list ) 2019-11-19 - Policy update ( discussion in the developer mailing list ) 2014-09-03 - Original policy for Jenkins 1.579 ( governance meeting notes ) ⇐ Windows Support Policy ⇑ Platform Information Index Servlet Container Support Policy ⇒ Was this page helpful? Please submit your feedback about this page through this quick form . Alternatively, if you don't wish to complete the quick form, you can simply indicate if you found this page helpful? Yes      No Submit See existing feedback here .	2026-01-13T09:29:27
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The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. 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For software developers, choosing which technologies and skills to master next has never been more difficult. Experts offer their recommendations. By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development opinion Stack thinking: Why a single AI platform won’t cut it By Tom Popomaronis Jan 12, 2026 8 mins Artificial Intelligence Development Tools Software Development news Postman snaps up Fern to reduce developer friction around API documentation and SDKs By Anirban Ghoshal Jan 12, 2026 3 mins APIs Software Development opinion Why ‘boring’ VS Code keeps winning By Matt Asay Jan 12, 2026 7 mins Developer GitHub Visual Studio Code feature How to succeed with AI-powered, low-code and no-code development tools By Bob Violino Jan 12, 2026 9 mins Development Tools Generative AI No Code and Low Code news Visual Studio Code adds support for agent skills By Paul Krill Jan 9, 2026 3 mins Development Tools Integrated Development Environments Visual Studio Code news Snowflake to acquire Observe to boost observability in AIops By Anirban Ghoshal Jan 9, 2026 3 mins Artificial Intelligence Software Development Articles feature Python starts 2026 with a bang The world’s most popular programming language kicks off the new year with a wicked-fast type checker, a C code generator, and a second chance for the tail-calling interpreter. By Serdar Yegulalp Jan 9, 2026 2 mins Programming Languages Python Software Development news Microsoft open-sources XAML Studio Forthcoming update of the rapid prototyping tool for WinUI developers, now available on GitHub, adds a new Fluent UI design, folder support, and a live properties panel. By Paul Krill Jan 8, 2026 1 min Development Tools Integrated Development Environments Visual Studio opinion The hidden devops crisis that AI workloads are about to expose Devops teams that cling to component-level testing and basic monitoring will struggle to keep pace with the data demands of AI. By Joseph Morais Jan 8, 2026 6 mins Artificial Intelligence Devops Generative AI news AI-built Rue language pairs Rust memory safety with ease of use Developed using Anthropic’s Claude AI model, the new language is intended to provide memory safety without garbage collection while being easier to use than Rust and Zig. By Paul Krill Jan 7, 2026 2 mins Generative AI Programming Languages Rust brandpost Sponsored by Intel Introducing the Redis/Intel Benchmarks Specification for Performance Testing, Profiling, and Analysis Redis and Intel are collaborating on a “zero-touch” performance and profiling automation to scale Redis’s ability to pursue performance regressions and improve database code efficiency. By Filipe Oliveira and Martin Dimitrov Feb 21, 2023 8 mins Build Automation analysis Generative UI: The AI agent is the front end In a new model for user interfaces, agents paint the screen with interactive UI components on demand. Let’s take a look. By Matthew Tyson Jan 7, 2026 8 mins Development Tools Generative AI Libraries and Frameworks opinion What the loom tells us about AI and coding Like the loom, AI may turn the job market upside down. And enable new technologies and jobs that we simply can’t predict. By Nick Hodges Jan 7, 2026 4 mins Developer Engineer Generative AI news Ruby 4.0.0 introduces ZJIT compiler, Ruby Box isolation Ruby Box is an experimental feature that provides separate spaces in a Ruby process to isolate application code, libraries, and monkey patches. By Paul Krill Jan 6, 2026 3 mins Programming Languages Ruby Software Development interview Generative AI and the future of databases Google Cloud’s lead engineer for databases discusses the challenges of integrating databases and LLMs, the tools needed to overcome these challenges, and how AI-native databases will help bridge the gap. By Martin Heller Jan 6, 2026 14 mins Artificial Intelligence Databases Generative AI news C# wins Tiobe Programming Language of the Year honors for 2025 C# saw the largest increase in ranking in the index year over year, while Java held steady, C and C++ swapped positions, R and Perl rose, and Go and Ruby faded. By Paul Krill Jan 5, 2026 4 mins C# Java JavaScript feature 6 incredibly hyped software trends that failed to deliver In hindsight, what were we thinking? By Bill Doerrfeld Jan 5, 2026 13 mins Big Data Blockchain Technology Industry analysis Back to the future: The most popular JavaScript stories and themes of 2025 The major themes that defined the year behind us will also shape the one ahead. The most-read articles of 2025 tracked a return to simplicity; coalescence on the server side; AI promises (with some delivery); and the steady evolution of the JavaScript specification. By Matthew Tyson Jan 2, 2026 4 mins JavaScript Node.js TypeScript news Critical vulnerability in IBM API Connect could allow authentication bypass Rated 9.8 out of 10 in severity, the flaw could allow a remote attacker to gain unauthorized access to applications. By Lynn Greiner Dec 31, 2025 5 mins Artificial Intelligence Development Tools Security Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Technology Industry Show me more Latest Articles Videos analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news analysis Snowflake: Latest news and insights By Dan Muse Jan 9, 2026 5 mins Cloud Architecture Cloud Computing Cloud Management news Databricks says its Instructed Retriever offers better AI answers than RAG in the enterprise By Anirban Ghoshal Jan 8, 2026 5 mins Artificial Intelligence Generative AI video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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Sell on desktop and mobile. glossier.com thesill.com vacation.inc aurabora.com kitandace.com supersmalls.com happymondaycoffee.com onlyny.com jp.bonaventura.shop rowingblazers.com kirrinfinch.com brooklinen.com shop.a-morir.com carawayhome.com thirstyturtl.com For everyone from entrepreneurs to enterprise Millions of merchants of every size have collectively made over $1,000,000,000,000 in sales on Shopify. Get started fast Solo seller Megan Bre Camp started Summer Solace Tallow to sell her organic candles and skincare online and at local farmers markets. Grow as big as you want Athleisure brand Gymshark grew from working out of a garage to the global juggernaut it is today, with $500M+ sales annually. Raise the bar With the help of Shopify for enterprise, Mattel sells their iconic toys direct to customers around the world. Pick a plan that fits Online and in person Sell here, there, and everywhere Get a stunning store that’s made to sell. Design fast with AI, choose a stylish theme, or build completely custom for full control. In-person point of sale Sell face to face and keep offline and online sales in sync with Shopify POS . Publish across channels Show up where shoppers scroll, search, and shop with multichannel integration . Powered by the world’s best checkout Shopify Checkout is fast, fully customizable, and optimized to close more sales. Direct and wholesale Find your forever customers Reach the right customers for less Acquire new customers and keep them coming back for more with integrated marketing tools and insightful analytics . Unlock new growth with B2B Create custom experiences for wholesale buyers with flexible pricing, discounts, and payment terms. Local and global Grow around the world Buy now 🇺🇸 Order for US$40.00 Buy now 🇺🇸 Order for US$125.00 Buy now 🇺🇸 Order for US$125.00 Buy now 🇺🇸 Order for US$125.00 Buy now 🇺🇸 Order for US$125.00 Buy now 🇺🇸 Order for US$125.00 Sell and ship everywhere Shopify takes the complexity out of international selling, from delivering products faster and more affordably to localising your experience with Shopify Markets . Desktop and mobile Take care of business Manage everything in one place From back office to front of store, you’re always in control with the fully centralized Shopify Admin . Run your store from anywhere Do it all right from your pocket with the full-featured Shopify mobile app . Apps for anything else Shopify offers all the essentials out of the box, but if your business calls for something extra you have the Shopify App Store —with 13,000+ commerce apps for whatever specialized features you might need. By developers, for developers APIs, primitives, and tools empower devs and partners to build the apps, themes, and custom storefronts businesses are looking for. Hydrogen: Shopify’s headless commerce framework Create custom storefronts Extend checkout Build apps shopify.dev There’s no better place for you to build The world’s best-converting checkout Higher conversions 15 % High-intent shoppers 150M + Shopify Checkout converts 15% higher on average than other commerce platforms and exposes your brand to 150 million buy-ready shoppers. Based on external study with a Big Three global consulting firm in April, 2023. Rock steady and blazing fast Shopify puts your store within 50 milliseconds of every shopper on the planet, with the capacity to handle even the most epic product drops. Shopify never stops innovating Our fleet of 4000+ world-class developers never stops leveraging the latest tech to make your business stronger, faster, and more successful. AI designed for commerce Shopify Magic taps the power of AI to save you time, whether it’s generating product content or suggesting ways to get the most out of Shopify. Nonstop innovation Every 6 months, Shopify ships 150+ new features and upgrades—all showcased in Shopify Editions . It’s easy to start selling 01 Add your first product 02 Customize your store 03 Set up payments Take your shot Shopify About Investors Partners Affiliates Legal Service Status Support Merchant Support Shopify Help Center Hire a Partner Shopify Academy Shopify Community Developers Shopify.dev API Documentation Dev Degree Products Shop Shop Pay Shopify for Enterprise Global Impact Sustainability Build Black Solutions Online Store Builder Website Builder Ecommerce Website Israel \| English Argentina Español \| English Australia English Austria Deutsch \| English Belarus Russian \| English Belgium Nederlands \| German \| Français \| English Brazil Português \| English Bulgaria Bulgarian \| English Canada English \| Français Chile Español \| English Colombia Español \| English Czech Republic Čeština \| English Denmark Dansk \| English Finland Suomi \| English France Français \| English Germany Deutsch \| English Greece Greek \| English Hong Kong SAR 繁體中文 \| English Hungary Hungarian \| English India Hindi \| English Indonesia Indonesian \| English Ireland English Israel English Italy Italiano \| English Japan 日本語 Korea 한국어 \| English Lithuania Lithuanian \| English Malaysia English Mexico Español \| English Netherlands Nederlands \| English New Zealand English Nigeria English Norway Norge \| English Pakistan English Peru Español \| English Philippines English Poland Polski \| English Portugal Português \| English Romania Romanian \| English Singapore English South Africa English Spain Español \| English Sweden Svenska \| English Switzerland Deutsch \| Français \| Italiano \| English Taiwan 繁體中文 \| English Thailand ไทย \| English Türkiye Türkçe \| English UAE English UK English USA English \| Español (Intl.) \| 简体中文 Israel \| English Choose a region & language Argentina Español \| English Australia English Austria Deutsch \| English Belarus Russian \| English Belgium Nederlands \| German \| Français \| English Brazil Português \| English Bulgaria Bulgarian \| English Canada English \| Français Chile Español \| English Colombia Español \| English Czech Republic Čeština \| English Denmark Dansk \| English Finland Suomi \| English France Français \| English Germany Deutsch \| English Greece Greek \| English Hong Kong SAR 繁體中文 \| English Hungary Hungarian \| English India Hindi \| English Indonesia Indonesian \| English Ireland English Israel English Italy Italiano \| English Japan 日本語 Korea 한국어 \| English Lithuania Lithuanian \| English Malaysia English Mexico Español \| English Netherlands Nederlands \| English New Zealand English Nigeria English Norway Norge \| English Pakistan English Peru Español \| English Philippines English Poland Polski \| English Portugal Português \| English Romania Romanian \| English Singapore English South Africa English Spain Español \| English Sweden Svenska \| English Switzerland Deutsch \| Français \| Italiano \| English Taiwan 繁體中文 \| English Thailand ไทย \| English Türkiye Türkçe \| English UAE English UK English USA English \| Español (Intl.) \| 简体中文 Terms of Service Privacy Policy Sitemap Your Privacy Choices	2026-01-13T09:29:27
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https://www.shopify.com/br	Shopify Brasil Pular para o conteúdo Soluções Comece Abra um negócio . Crie a sua marca Crie seu próprio site . Editor de loja virtual Personalize sua loja . Temas da loja Encontre apps comerciais . Shopify App Store Tenha o seu próprio domínio . Domínios e hospedagem Conheça ferramentas comerciais gratuitas . Ferramentas para administrar sua empresa Venda Venda seus produtos . Venda na loja física ou virtual Venda online . Faça sua empresa crescer online Venda em vários canais . Alcance milhões de compradores e aumente as vendas Venda no mundo todo . Vendas internacionais Venda por atacado ou direto ao cliente . Comércio entre empresas (B2B) Divulgue Divulgue sua loja . Alcance e fidelize clientes Anuncie nas redes . Integrações com redes sociais Fidelize clientes . Shopify Email Conheça seu público . Receba insights dos clientes Gerenciar Gerencie sua empresa . Acompanhe vendas, pedidos e análises Avalie seu desempenho . Análises e relatórios Gerencie estoque e pedidos . Gestão de pedidos e estoque Desenvolvedores da Shopify . Crie sua loja com as APIs mais avançadas da Shopify Plus . Uma solução comercial para marcas digitais em expansão Todos os produtos . Conheça todos os produtos e recursos da Shopify Preços Recursos Ajuda e atendimento Ajuda e atendimento . Conte com nosso atendimento ininterrupto ao cliente Blog da Shopify . Dicas de estratégia comercial Tópicos mais acessados O que é a Shopify? . Como nossa plataforma de comércio funciona? Histórias de fundadores . Aprenda com lojistas de sucesso Branding . Crie sua marca do zero Marketing . Crie um plano de marketing SEO para e-commerce . Melhore seu posicionamento nas buscas Estratégia para redes sociais . Transforme seguidores em clientes Crescimento dos negócios . Amplie seus negócios Ferramentas essenciais Criador de logos . Banco de imagens . Modelo de plano de negócios . Gerador de código QR . Fazer login Comece gratuitamente Comece gratuitamente Seu futuro pode ser uma grande sensação Seu futuro pode ser uma loja que atrai filas uma grande sensação uma promessa de mercado criar uma categoria uma startup unicórnio uma marca famosa um império global empreender uma loja que atrai filas Sonhe alto. Desenvolva rápido. Vá longe com a Shopify. Comece a usar sem pagar nada por isso! Depois, curta seu primeiro mês por US$ 1 Digite seu e-mail Ao digitar seu e-mail, você concorda em receber e-mails de marketing da Shopify. Comece gratuitamente Comece gratuitamente Ver planos Por que criamos a Shopify Por que criamos a Shopify Uma única plataforma de comércio, mil possibilidades Venda online e pessoalmente. Faça vendas nacionais e internacionais. Venda no varejo e no atacado. Venda em desktop e dispositivos móveis. glossier.com thesill.com vacation.inc aurabora.com kitandace.com supersmalls.com happymondaycoffee.com onlyny.com jp.bonaventura.shop rowingblazers.com kirrinfinch.com brooklinen.com shop.a-morir.com carawayhome.com thirstyturtl.com Para todo mundo, de empresários a grandes empresas Milhões de lojistas de todos os portes já faturaram coletivamente mais de US$ 1 trilhão em vendas na Shopify. Coloque os planos em ação A empreendedora solo Megan Bre Camp queria vender velas orgânicas e produtos para a pele na internet e também em feiras locais. Foi assim que nasceu a Summer Solace Tallow . Cresça o quanto quiser A marca esportiva Gymshark começou como uma lojinha de garagem e virou a potência mundial que é hoje, com mais de US$ 500 milhões em vendas anuais. Suba de nível A Mattel conta com a ajuda da Shopify para empresas na hora de vender os brinquedos icônicos da marca pelos quatro cantos do mundo. Escolha um plano Online e pessoalmente Venda aqui, ali e em qualquer lugar Obtenha uma loja deslumbrante desenvolvida para vender. Crie um design rapidamente com IA, escolha um tema elegante ou desenvolva algo totalmente personalizado para ter controle total. Ponto de venda presencial Venda presencialmente e mantenha as vendas offline e online sincronizadas com o Shopify PDV Publique em vários canais Use a integração multicanal e apareça em todos os lugares em que os clientes navegam, pesquisam e fazem compras. Com a tecnologia do melhor checkout do mundo O Shopify Checkout é rápido, totalmente personalizável e otimizado para fechar mais vendas Venda no varejo e no atacado Descubra seus clientes mais fiéis Alcance os clientes certos gastando menos Conte com o Shopify Audiences para cortar os custos de aquisição em 50% e fidelize novos clientes com ferramentas de marketing integradas e análises criteriosas . Comece a crescer com B2B Crie experiências personalizadas para compradores atacadistas com preços, descontos e condições de pagamento flexíveis Local e global Cresça globalmente Buy now 🇺🇸 Comprar por US$ 40,00 Buy now 🇺🇸 Comprar por US$ 125,00 Buy now 🇺🇸 Comprar por US$ 125,00 Buy now 🇺🇸 Comprar por US$ 125,00 Buy now 🇺🇸 Comprar por US$ 125,00 Buy now 🇺🇸 Comprar por US$ 125,00 Venda e envie para qualquer lugar A Shopify simplifica todos os aspectos das vendas internacionais. Os produtos chegam mais rápido, custando bem menos e traduzindo todo o seu conteúdo com o Shopify Markets . Desktop e dispositivos móveis Cuide dos seus negócios Gerencie tudo em um só lugar Do back office à linha de frente, você está sempre no controle com o admin da Shopify totalmente centralizado Administre sua loja de qualquer lugar Faça tudo em qualquer lugar com o app da Shopify para dispositivos móveis Apps para tudo o que você precisar A Shopify já vem com itens essenciais prontos para uso. Mas, se você precisar de algo bem específico, é só dar um pulinho até a Shopify App Store : temos mais de 13.000 apps de e-commerce para recursos especializados. Criado por desenvolvedores para desenvolvedores APIs, primitivas e ferramentas para que desenvolvedores e parceiros criem os apps, temas e vitrines externas personalizadas que as empresas procuram. Hydrogen: estrutura de comércio headless da Shopify Crie vitrines externas personalizadas Checkout extensível Crie apps shopify.dev O melhor lugar para construir sua empresa O checkout com a melhor conversão Mais conversões 15 % Compradores de alta intenção 150 M + O Shopify Checkout converte em média 15% mais do que outras plataformas de comércio e expõe sua marca a 150 milhões de compradores prontos para comprar. Com base em um estudo externo de uma das três maiores empresas de consultoria global em abril de 2023 Incrível, constante e muito rápida Com a Shopify, sua loja fica a apenas 50 milissegundos de todos os compradores do planeta. E pode lidar até mesmo com os lançamentos de produtos mais concorridos. A Shopify nunca para de inovar Nossa equipe tem mais de 4.000 desenvolvedores de nível mundial e usa tecnologias de ponta para tornar seu negócio mais forte, rápido e bem-sucedido. IA projetada para o comércio O Shopify Magic usa o poder da IA para ajudar você a trabalhar mais rápido. Conte com ela para gerar conteúdo de produto ou encontrar sugestões sobre como aproveitar nossa plataforma ao máximo. Inovação ininterrupta A cada 6 meses, a Shopify lança mais de 150 novos recursos e upgrades, todos apresentados no Shopify Editions . 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https://www.linkedin.com/legal/cookie-policy?session_redirect=%2Fservices%2Fproducts%2Fatlassian-rovo%2F&trk=registration-frontend_join-form-cookie-policy#lithograph-app	Cookie Policy \| LinkedIn Skip to main content User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws User Agreement Summary of User Agreement Privacy Policy Professional Community Policies Cookie Policy Copyright Policy Regional Info EU Notice California Privacy Disclosure U.S. State Privacy Laws Cookie Policy Effective on June 3, 2022 At LinkedIn, we believe in being clear and open about how we collect and use data related to you. This Cookie Policy applies to any LinkedIn product or service that links to this policy or incorporates it by reference. We use cookies and similar technologies such as pixels, local storage and mobile ad IDs (collectively referred to in this policy as “cookies”) to collect and use data as part of our Services, as defined in our Privacy Policy (“Services”) and which includes our sites, communications, mobile applications and off-site Services, such as our ad services and the “Apply with LinkedIn” and “Share with LinkedIn” plugins or tags. In the spirit of transparency, this policy provides detailed information about how and when we use these technologies.  By continuing to visit or use our Services, you are agreeing to the use of cookies and similar technologies for the purposes described in this policy. What technologies are used? ENTER A SUMMARY Type of technology Description Cookies A cookie is a small file placed onto your device that enables LinkedIn features and functionality. Any browser visiting our sites may receive cookies from us or cookies from third parties such as our customers, partners or service providers. We or third parties may also place cookies in your browser when you visit non-LinkedIn sites that display ads or that host our plugins or tags .   We use two types of cookies: persistent cookies and session cookies. A persistent cookie lasts beyond the current session and is used for many purposes, such as recognizing you as an existing user, so it’s easier to return to LinkedIn and interact with our Services without signing in again. Since a persistent cookie stays in your browser, it will be read by LinkedIn when you return to one of our sites or visit a third party site that uses our Services. Session cookies last only as long as the session (usually the current visit to a website or a browser session). Pixels A pixel is a tiny image that may be embedded within web pages and emails, requiring a call (which provides device and visit information) to our servers in order for the pixel to be rendered in those web pages and emails. We use pixels to learn more about your interactions with email content or web content, such as whether you interacted with ads or posts. Pixels can also enable us and third parties to place cookies on your browser. Local storage Local storage enables a website or application to store information locally on your device(s). Local storage may be used to improve the LinkedIn experience, for example, by enabling features, remembering your preferences and speeding up site functionality. Other similar technologies We also use other tracking technologies, such as mobile advertising IDs and tags for similar purposes as described in this Cookie Policy. References to similar technologies in this policy includes pixels, local storage, and other tracking technologies. Our cookie tables lists cookies and similar technologies that are used as part of our Services. Please note that the names of cookies and similar technologies may change over time. What are these technologies used for? Below we describe the purposes for which we use these technologies. ENTER SUMMARY Purpose Description Authentication We use cookies and similar technologies to recognize you when you visit our Services.   If you’re signed into LinkedIn, these technologies help us show you the right information and personalize your experience in line with your settings. 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We or our service providers, use these technologies to determine and measure the performance of ads or posts on and off LinkedIn and to learn whether you have interacted with our websites, content or emails and provide analytics based on those interactions.   We also use these technologies to provide aggregated information to our customers and partners as part of our Services.   If you are a LinkedIn member but logged out of your account on a browser, LinkedIn may still continue to log your interaction with our Services on that browser until the expiration of the cookie in order to generate usage analytics for our Services. We may share these analytics in aggregate form with our customers. What third parties use these technologies in connection with our Services? Third parties such as our customers, partners and service providers may use cookies in connection with our Services. For example, third parties may use cookies in their LinkedIn pages, job posts and their advertisements on and off LinkedIn for their own marketing purposes. For an illustration, please visit  LinkedIn’s Help Center . Third parties may also use cookies in connection with our off-site Services, such as LinkedIn ad services. Third parties may use cookies to help us to provide our Services. We may also work with third parties for our own marketing purposes and to enable us to analyze and research our Services. Your Choices You have choices on how LinkedIn uses cookies and similar technologies. Please note that if you limit the ability of LinkedIn to set cookies and similar technologies, you may worsen your overall user experience, since it may no longer be personalized to you. It may also stop you from saving customized settings like login information. Opt out of targeted advertising As described in Section 2.4 of the Privacy Policy , you have choices regarding the personalized ads you may see. LinkedIn Members can adjust their settings here . Visitor controls can be found here . Some mobile device operating systems such as Android provide the ability to control the use of mobile advertising IDs for ads personalization. You can learn how to use these controls by visiting the manufacturer’s website. We do not use iOS mobile advertising IDs for targeted advertising. Browser Controls Most browsers allow you to control cookies through their settings, which may be adapted to reflect your consent to the use of cookies. Further, most browsers also enable you to review and erase cookies, including LinkedIn cookies. To learn more about browser controls, please consult the documentation that your browser manufacturer provides. What is Do Not Track (DNT)? DNT is a concept that has been promoted by regulatory agencies such as the U.S. Federal Trade Commission (FTC), for the Internet industry to develop and implement a mechanism for allowing Internet users to control the tracking of their online activities across websites by using browser settings. As such, LinkedIn does not generally respond to “do not track” signals. 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https://www.linkedin.com/products/solarwinds-netflow-traffic-analyzer/	NetFlow Traffic Analyzer \| LinkedIn Skip to main content LinkedIn SolarWinds in Asan Expand search This button displays the currently selected search type. When expanded it provides a list of search options that will switch the search inputs to match the current selection. Jobs People Learning Clear text Clear text Clear text Clear text Clear text Join now Sign in NetFlow Traffic Analyzer Network Traffic Analysis (NTA) Tools by SolarWinds See who's skilled in this Add as skill Learn more Report this product About Identify how bandwidth is being used with NetFlow Traffic Analyzer for SolarWinds Network Performance Monitor. Download free 30-day analyzer software trial! Media Products media viewer No more previous content No more next content Similar products ExtraHop RevealX ExtraHop RevealX Network Traffic Analysis (NTA) Tools Sangfor Cyber Command Sangfor Cyber Command Network Traffic Analysis (NTA) Tools Gurucul Network Traffic Analysis (NTA) Gurucul Network Traffic Analysis (NTA) Network Traffic Analysis (NTA) Tools NextRay AI Detection & Response Inc NextRay AI Detection & Response Inc Network Traffic Analysis (NTA) Tools Spiceworks Connectivity Dashboard Spiceworks Connectivity Dashboard Network Traffic Analysis (NTA) Tools Network Detection and Response - NDR Network Detection and Response - NDR Network Traffic Analysis (NTA) Tools Sign in to see more Show more Show less SolarWinds products Security Event Manager Security Event Manager Security Information & Event Management (SIEM) Software Serv-U File Transfer Protocol Server Serv-U File Transfer Protocol Server File Transfer Protocol (FTP) Software Serv-U Managed File Transfer Server Serv-U Managed File Transfer Server Managed File Transfer (MFT) Software SolarWinds AppOptics APM SolarWinds AppOptics APM Application Performance Monitoring (APM) Software Solarwinds Mail Assure Solarwinds Mail Assure Email Security Software SolarWinds Papertrail SolarWinds Papertrail Log Management Software SolarWinds Service Desk SolarWinds Service Desk Service Desk Software SolarWinds Web Performance Monitor SolarWinds Web Performance Monitor Website Monitoring Software Show more Show less LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines English (English) Language	2026-01-13T09:29:27
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By Anirban Ghoshal Nov 13, 2025 6 mins Artificial Intelligence Data Management SQL Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. 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https://slack.engineering/migration-automation-easing-the-jenkins-%e2%86%92-gha-shift-with-help-from-ai/	Migration Automation: Easing the Jenkins → GHA shift with help from AI \| Engineering at Slack Migration Automation: Easing the Jenkins → GHA shift with help from AI – Engineering at Slack Skip to main content Articles About --> Search Search Close Search December 16, 2024 15 min read Migration Automation: Easing the Jenkins → GHA shift with help from AI Emmanuel Zerefa Search Latest Posts December 1, 2025 10 min read Streamlining Security Investigations with Agents November 19, 2025 10 min read Android VPAT journey November 6, 2025 18 min read Build better software to build software better October 23, 2025 15 min read Advancing Our Chef Infrastructure: Safety Without Disruption October 7, 2025 11 min read Deploy Safety: Reducing customer impact from change Archives 2025  (9) 2024  (19) 2023  (16) 2022  (21) 2021  (24) 2020  (26) 2019  (21) 2018  (11) 2017  (21) 2016  (19) Overview The past few months have been exciting times for Slack’s CI infrastructure. After years of developer frustration with Jenkins (everything from security issues to downtime to generally poor UX) internal pressure led us to move a majority of Slack’s CI jobs from Jenkins to GitHub Actions. My intern project at Slack this summer involved creating a conversion tool that could automatically migrate Jenkins pipelines to GitHub Actions, saving developers time and accelerating the migration. The project was successful, and is expected to cut the migration time by half and save over 1,300 hours. This blog is focused on that conversion tool, and the 7 week journey to design, implement, and improve it. Before we start though, you should know some terminology: Pipeline: A set of Jenkins plugins used for organizing Jenkins jobs. “Jenkins pipeline” refers to a set of one or more ordered Jenkins jobs. At the beginning of this project we had242 Jenkins pipelines to migrate. Instance: A Jenkins instance is where Jenkins pipelines are hosted. We were migrating off of 3 Jenkins instances. Workflow: a GitHub Actions CI job. GHA: GitHub Actions. Planning for the Project Pondering the Problem The success criteria for the project are as follows: Create tooling that automates the difficulties of manually migrating a Jenkins pipeline to GHA Run this tooling on a large subset of existing Jenkins jobs Create documentation around the conversion process Tools of the Trade After doing some research, we identified a few useful tools to use to convert from Jenkins to GHA: The GitHub Actions Importer . GitHub publishes a tool that can audit a Jenkins instance and either fully convert, partially convert, or fail to convert all pipelines on it to GitHub Actions. Although generally most pipelines fully convert, not all do. So a few more tools will be needed after using the Importer. Python scripting: It seemed likely that some amount of the Importer’s errors would be easy to fix with just regex scripts. We expected to use Large Language Models (LLMs) for any errors that were too intricate to fix with regular expressions. The Solution Part 1 – The Importer Over the span of a week, we ran the Importer on several of our Jenkins instances. The tool was simple. You install it from the GitHub CLI, configure it, and run a command like this: gh actions-importer audit jenkins --output-dir <output-dir> The Importer would then output GitHub Actions workflow files for each Jenkins pipeline on the Jenkins instance being audited. Upon running the Importer, we were curious as to how well it performed. Fortunately, the Importer creates an audit summary upon completing its audit of a Jenkins instance. The audit file contains information about how many Jenkins jobs were fully converted, partially converted, and failed to convert from Jenkins to GHA. About 50% of the time the Importer moved the pipeline from Jenkins to GHA without error. 5% of the time the importer failed completely, and the rest of the jobs were partially-imported — it created a workflow YAML file, but wasn’t able to populate it fully. In addition to the success and failure rates, we were curious as to exactly what Jenkins build steps and environments were unsupported by the Importer. Fortunately the audit summaries contain information about this as well. Glancing at the audit summary, it was initially concerning to see that there were hundreds of Jenkins pipelines that weren’t able to fully convert to GitHub Actions. A deeper inspection revealed a pleasant surprise – only eight unsupported Jenkins build steps and environments were responsible for over 90% of those failures. This was good news. Instead of needing to spread ourselves thin looking at dozens of unsupported Jenkins steps, we instead only had to look at eight. For those key few unsupported items, we’d need to look at the following: Is this actually unsupported by GHA, or do equivalents exist? If equivalents do exist, is it easy to write scripts to edit the Importer’s outputs accordingly? Part 2 – Research At this point in the project, it was known that the Importer’s workflows had a lot of room for improvement. Around half of the pipelines didn’t fully convert, so a big objective was to look into the unsupported Jenkins steps that caused them to not fully convert. Another task though was to investigate the pipelines that fully converted. Can we really trust the Importer when it claims that it could fully convert something? So really every pipeline that got (or didn’t get) converted to a workflow had to be looked at. After looking through several dozen of the YAML files the Importer made, it was clear that there were 4 main types of corrections we’d need to make to the workflow YAML files: Replacing rate-limited actions with internal mirrors Replacing actions with other actions Adding useful comments for end users Removing unnecessary comments Over the course of 2 weeks, we studied each of these: 1 – Replacing rate limited actions with internal mirrors RoI: Very High Overview By default, if you use an arbitrary action from the GitHub Actions marketplace, like say actions/github-script, any requests made by the action will hit the github.com API. There are rate limits for this. Actions that hit our self-hosted GitHub Enterprise instance have far higher rate limits however. So a task we had to do was replace rate-limited actions with internal mirrors of those actions that we have on our GitHub Enterprise instance. End-User Value Correcting rate-limited actions is simple to do on our end, and prevents end users from dealing with the headache that is having jobs fail from rate limits. So high RoI here. 2 – Replacing actions with other actions RoI: High Overview There were a few instances where, to perform a certain task, the Importer would use one action whereas we’d prefer if it had used another. For instance, for sending Slack messages the Importer often elected to use the rtCamp/action-slack-notify action. Naturally, Slack has internal actions for sending Slack messages, and we’d rather use internal libraries for this purpose. So something to look into was replacing rtCamp/action-slack-notify with Slack’s internal messaging action. This type of task seemed suitable for an LLM to do, since two actions often have disparate syntax which is hard to convert between by just using Python’s string methods. Preliminary testing also showed perfect LLM performance for this task which was reassuring. End-User Value Replacing one action with a different action would require end users to know both actions well. So automating this saves quite a bit of time and effort on their end, and it’s not that hard to write LLM prompts for these tasks. The RoI is thus high. 3 – Adding Useful Comments for End Users RoI: Medium Overview Some action items in the workflow files could only be done manually. For example, the syntax used in the workflow files to access secrets assumed that the secrets would be stored on GitHub. However, we don’t store our secrets on GitHub, and it would be time prohibitive and against our security policies to move them to GitHub. It would instead be better for end users to edit the workflow files such that secrets get read from where we store them instead of from GitHub. This couldn’t really be automated on the conversion tool side, since only the end users know where their secrets are and how to access them. All the conversion tool could do in such situations was leave a comment like: “Change these lines so that secrets are being read from where we store them instead of from GitHub. Go to a certain slack channel to find relevant docs about this.” End-User Value It’s definitely useful for end users to know where they should look to fix problems, but they still have to do the actual work of fixing the problem. So overall, medium RoI. 4 – Removing Unnecessary Comments RoI: Low-medium Overview Recall that around 45% of pipelines only partially converted. What this means is that the Importer couldn’t find a GHA equivalent for a Jenkins environment or build step. When this happened, the Importer left a comment in the workflow that looked something like “X Jenkins item was unsupported.” As it turns out, the reason why a lot of Jenkins pipelines were unsupported is because that piece of functionality in Jenkins was either already included or not necessary in GHA. So most of those “X was unsupported” comments weren’t too important and would probably be better off removed. End-User Value The benefits here to end users was small, as all it really does is declutter the workflows. So overall this had a low return. However, a script to delete strings is also very easy to write. So overall low-medium RoI. Part 3 – Corrections Tool Overview The last part of the implementation is the corrections tool, which would correct the Importer’s workflows. We knew from the start that the tool would have a balance of using Python’s string methods and using LLMs. From the last section, note that out of the 4 categories of action items for the correction tool, the only one that needed AI was “replacing actions with other actions”. So the corrections tool was largely non-AI. It took around 3 weeks to make the corrections tool. Implementation Architecture Here’s the bird’s-eye view. The input to the corrections tool was the path to a directory containing workflow yaml files. The following chain of events then happened: The path to each yaml file in that directory was written to an array. Then, for each element in that array: The contents of the yaml file at that path were read. Then: Every relevant non-AI correction was made to those file contents, and written back to the original file Every relevant AI correction was made to those file contents, and written back to the original file The end result is that every yaml file in the directory inputted to the corrections tool was edited in place. Implementing the Non-AI Corrections As mentioned previously, a large part of what needed to happen to the Importer’s yaml files boiled down to “add a comment after a line containing a certain string” or “replace a string with another string”. Python’s String.replace() method was used extensively here. Implementing the AI Corrections Prompt engineering is both science and art. It’s science, because there’s a formula that’s useful for doing prompt engineering: Use the following structure: Context Setting (let the LLM know what the task is and why it’s doing it) Specific Steps (Several instructions, each about very specific individual tasks the LLM must do. Too long of a prompt is much less dangerous than too vague of a prompt) Output Instructions (Instructions about how the LLM should present its output) In the context setting part of the prompt, include any relevant syntax and documentation Prompt engineering is also art, because experimenting with the prompt and seeing how you feel about the AI’s output is a key part too. There were a few rounds of this process: Start with a very basic prompt See the LLM’s response to it Add detail and context to the prompt to prevent any errors the LLM made An example of a prompt we’d end up at: I’m going to provide you with a GitHub Actions workflow yaml file. In the file an action called rtCamp/action-slack-notify@v2.2.1 is being used. Your job is to replace every rtCamp/action-slack-notify@v2.2.1 action with the slack/message-action@v1.0 action, and output the resulting workflow yaml file. For reference, I will provide you with the syntax for the slack/message-action@v1.0 action. I’ll put it between <syntax></syntax> XML tags: <syntax> - uses: slack/message-action@v1.0 with: channel: channel-name text: text-message </syntax> Now, perform the following steps: Find every instance of the rtCamp/action-slack-notify@v2.2.1 action being used. Replace each instance with the slack/message-action@v1.0 action with the aforementioned syntax. Replace channel-name with the value of the SLACK_CHANNEL field in the rtCamp/action-slack-notify@v2.2.1 action. Replace text-message with the value of the SLACK_MESSAGE field in the rtCamp/action-slack-notify@v2.2.1 action. Also, there are a few things you should absolutely never do: Do not remove any comments from the file Do not alter any other action in the file besides rtCamp/action-slack-notify@v2.2.1 I will now provide you with the workflow file you will be making edits to between <workflow></workflow> XML tags. When providing your output, only provide the contents of a YAML file. Do not describe what you did. Do not provide any justifications for your decisions. Only provide the corrected GitHub Actions yaml file, with nothing else before or after the yaml file in your output. Now, please perform the instructions I gave you: We examined about 2 dozen of the LLM’s outputs and noticed something stunning — 100% accuracy in performing the requested tasks. A big concern with asking LLMs to do these corrections were hallucinations and other unexpected side effects, so seeing the LLM’s performance was reassuring. Overall, the LLM ended up being really useful for the migration. Even though prompt engineering isn’t trivial, it doesn’t take that long either, and after doing it the LLM could perform as well as any human for these “replace A with B” tasks. LLMs filled a crucial gap for fixing those errors that were too hard to fix with Python’s string methods. Impact and End User Feedback Impact First, consider the process of converting a pipeline from Jenkins to GHA manually: Looking at your Jenkins pipeline as a reference, write a GHA workflow yaml file. Test that workflow yaml and do debugging as needed. Write the documentation for the workflow. Delete the pipeline from its Jenkins instance. Note how the steps are in descending order of difficulty and time cost. The conversion tool lets end users skip step 1 entirely and have a much easier time with step 2. End users are given workflow files that have few, if any, flaws. They can skip straight to debugging, which will be accelerated since the workflows they get are highly accurate. There are about 242 pipelines that this tool attempted to convert from Jenkins to GitHub Actions. The amount of time it would take a developer to manually convert one Jenkins pipeline to GHA varies. Here are some estimates for averages based on the type of developer: Highly experienced with Jenkins and GHA: 2 hours So basically, a good chunk of a day Highly experienced with Jenkins but not GHA: 5 hours These folks would need to learn GHA syntax. So most of a day Not experienced with either: 10 hours This could take over a day for someone who’s brand new to Jenkins and GHA. This number includes the time it may take others to help them. Assuming 10% of end users are type 1, 40% are type 2 and 50% are type 3, it gives a total amount of time of about 1700 hours to convert all pipelines to GHA Suppose that with this tool, half of pipelines run with no edits necessary (this is realistic, since half of pipelines are fully converted), and that the other half may take an average of 3 hours to debug. It would then take about 360 hours to convert all pipelines to GHA. This tool is thus projected to save over 1,300 hours, 80% of the time it would take to move every Jenkins pipeline to GHA. Final Comments At time of writing, two weeks have passed since the outputs from the conversion tool have been published, and end-user feedback is now starting to arrive. It’s clear that developers at Slack have found the tool useful, but I’ve also heard that there are a few errors in the generated workflows. Even from the very start of my internship, I expected this to happen, but was worried that it might be hard to triage those incidents. As it turns out, there wasn’t a problem. I made a Canvas doc for this conversion, and whenever end-users of the tool encountered an issue I updated the canvas with details about the problem and its solution. As more users used the tool, I got more feedback, and the canvas became more comprehensive. If I were to pick the best thing about Slack, both the app and the company, it would be the ease of communication and collaboration. It’s easy to let people know things, to find out who to go to for help, to meet people, to take notes and keep track of info. All these things have made my internship experience more fun, pleasant, and educational than it would’ve been otherwise. And, if you join us, it’d make your time here great too 🙂. Acknowledgments Thank you everyone who contributed your knowledge and helped this project get to where it is: Jerry Shen Buddhadev Veeramallu Ellen Wong Shane Gearon Sergii Gorbachov Catherine Li Nick Matute Now more than ever, Slack needs GHA specialists. 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Social-Media-Fans in Umsatz verwandeln Geschäftswachstum . Dein Geschäft skalieren Grundlegende Tools Logo-Generator . Stock-Fotos . Businessplan-Vorlagen . QR-Code-Generator . Enterprise Winter Edition Einloggen Kostenlos starten Kostenlos starten Was steckt in dir? Der nächste große Renner Was steckt in dir? Der nächste große Renner Der nächste große Renner Pionier Disruptor Traumfabrik Haushaltsname Weltmarke Senkrechtstarter Popup-Sensation Größer träumen, schneller wachsen, mehr verkaufen auf Shopify. Kostenlos einsteigen und den ersten Monat nur 1 $ zahlen E-Mail-Adresse eingeben Mit der Eingabe deiner E-Mail-Adresse erklärst du dich damit einverstanden, Marketing-E-Mails von Shopify zu erhalten. Kostenlos starten Kostenlos starten Abos anzeigen Warum wir Shopify entwickeln Warum wir Shopify entwickeln Die Commerce-Plattform, die's möglich macht Verkaufe online und im Laden. Verkaufe lokal und global. Verkaufe im Direktvertrieb und im Großhandel. Verkaufe auf Desktops und Mobilgeräten. taschen.com thesill.com pesoclo.com pukkaberlin.com kitandace.com glossier.com happymondaycoffee.com junglueck.de jp.bonaventura.shop oace.de islaberlin.com brooklinen.com shop.a-morir.com carawayhome.com thirstyturtl.com Einfach über alle Kanäle gleichzeitig: Verkaufe so, wie es am besten zu deinem Shop passt Millionen Shops jeder Größenordnung generierten zusammen mehr als 1.000.000.000.000 USD Umsatz mit Shopify. Schneller Einstieg Nach einem TV-Auftritt bei "Die Höhle der Löwen" verkauft das Paar hinter 3Bears seine Porridge-Mischungen an Menschen in ganz Deutschland. Einzigartige Skalierbarkeit Die in Berlin ansässige Schmuckmarke PUKKA integrierte ihren Einzelhandels- und Online-Verkauf und steigerte so Traffic und Kundenzufriedenheit. Setze neue Maßstäbe Der beliebte Spielzeughersteller Schleich migrierte zu Shopify, um seine globale Präsenz zu stärken, und verzeichnete einen Umsatzanstieg von 25 %. Passendes Abo auswählen Online und im Laden Verkaufe schneller, höher, weiter Mit einem einzigartigen Shop wird das Verkaufen zum Kinderspiel – ganz gleich, ob du mit KI designst, ein stylisches Theme wählst oder mit einem benutzerdefinierten Ansatz die volle Kontrolle behältst. Point of Sale für den Verkauf im Ladengeschäft Für dein Ladengeschäft lassen sich mit Shopify POS deine Offline- und Online-Verkäufe ganz einfach synchronisieren. Auf allen Kanälen veröffentlichen Zeige dich mithilfe von Multichannel-Integration dort, wo Käufer:innen scrollen, suchen und einkaufen. Unterstützt durch den weltbesten Checkout Der Shopify Checkout ist schnell, vollständig anpassbar und für mehr Verkaufsabschlüsse optimiert. Im Direktvertrieb und im Großhandel Finde deine treuesten Kunden Für weniger Geld die richtigen Menschen erreichen Mit integrierten Marketing-Tools und aufschlussreichen Analysen neue Kundschaft gewinnen und zum Wiederkommen animieren. Neue Wachstumschancen mit B2B eröffnen Individuelle Erfahrungen für Großhandelskäufer:innen mit flexiblen Preisen, Rabatten und Zahlungsbedingungen schaffen. Lokal und global Wachse weltweit Buy now 🇺🇸 Bestellen für 40,00 $ Buy now 🇺🇸 Bestellen für 125,00 $ Buy now 🇺🇸 Bestellen für 125,00 $ Buy now 🇺🇸 Bestellen für 125,00 $ Buy now 🇺🇸 Bestellen für 125,00 $ Buy now 🇺🇸 Bestellen für 125,00 $ Überall verkaufen und versenden Shopify vereinfacht den internationalen Verkauf – von der schnelleren und kostengünstigeren Lieferung von Produkten mit Shopify Shipping bis hin zu einer lokalisierten Benutzererfahrung mit Shopify Markets . Desktop und Mobilgeräte Dein Geschäft. Läuft auf Shopify. Alles an einem Ort verwalten Vom Backoffice bis hin zur Ladenfront, mit dem vollständig zentralisierten Shopify-Adminbereich hast du immer alles unter Kontrolle. Deinen Shop von überall aus betreiben Erledige alles von unterwegs aus mit der voll funktionsfähigen Shopify Mobile-App . Apps für alles andere Shopify bietet dir das Wesentliche. Wenn dein Unternehmen jedoch ausgefallene Funktionen benötigt, besuche den Shopify App Store . Dort findest du mehr als 13.000 Commerce-Apps für eine Vielzahl spezifischer Anforderungen. Von Entwickler:innen, für Entwickler:innen Mit APIs, primitiven Datentypen und Tools können Entwicklerteams und Partner genau die Apps, Themes und personalisierten Storefronts entwickeln, die Unternehmen brauchen. Hydrogen – das Headless Commerce Framework von Shopify Benutzerdefinierte Storefronts erstellen Checkout erweitern Apps entwickeln shopify.dev Hier werden Entwicklerträume wahr Der Checkout mit der weltweit besten Conversion Höhere Conversion 15 % Interessierte mit hoher Kaufabsicht 150Mio. + Der Shopify Checkout bietet eine durchschnittlich 15 % höhere Conversion als andere Commerce-Plattformen und präsentiert deine Marke 150 Millionen kaufwilligen Kund:innen. Basierend auf einer im April 2023 in Kooperation mit einer der drei weltweit größten Beratungsunternehmen durchgeführten externen Studie. Felsenfest und blitzschnell Mit Shopify ist dein Shop innerhalb von 50 Millisekunden für alle potentiellen Käufer:innen weltweit erreichbar und kann selbst den größten Ansturm in Zeiten von Produktangeboten bewältigen. Die aktuellste Technologie auf dem Markt Unser Team von über 4.000 äußerst kompetenten Entwickler:innen arbeitet fortwährend mit den neuesten Technologien, um dein Unternehmen leistungsstärker, schneller und erfolgreicher zu machen. KI für den Commerce-Bereich Shopify Magic nutzt künstliche Intelligenz und hilft dir so, Zeit zu sparen. Der KI-Assistent unterstützt dich in vielerlei Hinsicht – von der Erstellung von Produktinhalten bis hin zu Vorschlägen, wie du Shopify am besten nutzen kannst. Grenzenlose Innovation Alle sechs Monate stellt Shopify über 150 neue Funktionen und Upgrades vor – die alle in Shopify Editions gezeigt werden. Im Handumdrehen zum eigenen Shop 01 Erstes Produkt hinzufügen 02 Shop anpassen 03 Zahlungen einrichten Jetzt bist du dran Shopify Mehr Infos Investor:innen Partner Affiliates Rechtliches Service-Status Support Händler-Support Shopify Help Center Einen Partner engagieren Shopify Academy Shopify Community Entwicklung Shopify.dev API-Dokumentation Dev Degree Produkte Shop Shop Pay Shopify Plus Shopify für große Unternehmen Lösungen Onlineshop erstellen Website-Builder E-Commerce-Website Deutschland \| Deutsch Argentinien Español \| English Australien English Belarus Russian \| English Belgien Nederlands \| German \| Français \| English Brasilien Português \| English Bulgarien Bulgarian \| English Chile Español \| English Dänemark Dansk \| English Deutschland Deutsch \| English Finnland Suomi \| English Frankreich Français \| English Griechenland Greek \| English Hongkong (Sonderverwaltungszone) 繁體中文 \| English in den Vereinigten Arabischen Emiraten English Indien Hindi \| English Indonesien Indonesian \| English Irland English Israel English Italien Italiano \| English Japan 日本語 Kanada English \| Français Kolumbien Español \| English Korea 한국어 \| English Litauen Lithuanian \| English Malaysia English Mexiko Español \| English Neuseeland English Niederlande Nederlands \| English Nigeria English Norwegen Norge \| English Österreich Deutsch \| English Pakistan English Peru Español \| English Philippinen English Polen Polski \| English Portugal Português \| English Rumänien Romanian \| English Schweden Svenska \| English Schweiz Deutsch \| Français \| Italiano \| English Singapur English Spanien Español \| English Südafrika English Taiwan 繁體中文 \| English Thailand ไทย \| English Tschechische Republik Čeština \| English Türkei Türkçe \| English Ungarn Hungarian \| English USA English \| Español (Intl.) \| 简体中文 Vereinigtes Königreich English Deutschland \| Deutsch Region und Sprache auswählen Argentinien Español \| English Australien English Belarus Russian \| English Belgien Nederlands \| German \| Français \| English Brasilien Português \| English Bulgarien Bulgarian \| English Chile Español \| English Dänemark Dansk \| English Deutschland Deutsch \| English Finnland Suomi \| English Frankreich Français \| English Griechenland Greek \| English Hongkong (Sonderverwaltungszone) 繁體中文 \| English in den Vereinigten Arabischen Emiraten English Indien Hindi \| English Indonesien Indonesian \| English Irland English Israel English Italien Italiano \| English Japan 日本語 Kanada English \| Français Kolumbien Español \| English Korea 한국어 \| English Litauen Lithuanian \| English Malaysia English Mexiko Español \| English Neuseeland English Niederlande Nederlands \| English Nigeria English Norwegen Norge \| English Österreich Deutsch \| English Pakistan English Peru Español \| English Philippinen English Polen Polski \| English Portugal Português \| English Rumänien Romanian \| English Schweden Svenska \| English Schweiz Deutsch \| Français \| Italiano \| English Singapur English Spanien Español \| English Südafrika English Taiwan 繁體中文 \| English Thailand ไทย \| English Tschechische Republik Čeština \| English Türkei Türkçe \| English Ungarn Hungarian \| English USA English \| Español (Intl.) \| 简体中文 Vereinigtes Königreich English Allgemeine Geschäftsbedingungen Datenschutzerklärung Sitemap Impressum	2026-01-13T09:29:27
https://www.infoworld.com/emerging-technology/	Emerging Technology \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Emerging Technology Emerging Technology Emerging Technology \| News, how-tos, features, reviews, and videos Explore related topics Blockchain Quantum Computing Virtual Reality Latest from today feature 6 incredibly hyped software trends that failed to deliver In hindsight, what were we thinking? 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By Matt Asay Aug 25, 2025 10 mins Artificial Intelligence Emerging Technology Generative AI feature The successes and challenges of AI agents Autonomous systems are quietly changing the way we work. Bigger benefits will come when businesses redesign their workflows with agents at the center. By Aravind Chandramouli Aug 19, 2025 5 mins Artificial Intelligence Emerging Technology Generative AI feature A pragmatic approach to enterprise AI Consider these six ways to approach AI to help your organization unlock efficiencies while preventing major setbacks and significant cost overruns. By Jason Hardy Jul 22, 2025 6 mins Artificial Intelligence Generative AI IT Strategy analysis Artificial general intelligence is an artificial general illusion Big cloud brands are using nonexistent AGI as a marketing gimmick to boost interest in their cloud offerings. By David Linthicum Jul 22, 2025 5 mins Artificial Intelligence IT Strategy Technology Industry analysis AI’s not-so-secret agents Agent-based development is here, and everyone from Google to Deutsche Telekom is figuring out how to make it work. By Josh Fruhlinger Jul 18, 2025 3 mins Artificial Intelligence Development Tools Generative AI opinion Arriving at ‘Hello World’ in enterprise AI Enterprises move slowly and are looking for solid value, not flashy demos. Increase developer adoption and they’ll create a bottom-up wave of momentum. By Matt Asay Jul 7, 2025 5 mins Artificial Intelligence Emerging Technology Engineer feature How to succeed (or fail) with AI-driven development Developers and tech leaders share their risks, rewards, and best practices for integrating AI into the software development lifecycle. By Bob Violino Jun 23, 2025 11 mins Artificial Intelligence Careers Generative AI opinion Why AI projects fail, and how developers can help them succeed AI initiatives fail for a handful of well-known reasons. Developers, data scientists, and technology leaders hold the keys to keeping them on track. By Matt Asay Jun 23, 2025 8 mins Artificial Intelligence Engineer Generative AI analysis Design a better customer experience with agentic AI AI agents are rewriting the future of customer experience. Here's what developers and tech leaders need to know now. By Isaac Sacolick Jun 17, 2025 10 mins Business Intelligence Generative AI SaaS Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. 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By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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By InfoWorld.com staff Jan 1, 2026 1 min Artificial Intelligence Enterprise Buyer’s Guides IT Leadership analysis 2026: The year we stop trusting any single cloud By David Linthicum Dec 30, 2025 6 mins Business Continuity Cloud Architecture Hybrid Cloud analysis 4 New Year’s resolutions for devops success By Isaac Sacolick Dec 29, 2025 10 mins Development Tools Devops Technology Industry opinion Stop letting ‘urgent’ derail delivery. Manage interruptions proactively By Priyank Desai and Shubham Amilkanthwar Dec 22, 2025 6 mins Careers IT Jobs IT Leadership analysis 5 key agenticops practices to start building now By Isaac Sacolick Dec 16, 2025 10 mins Artificial Intelligence Devops Generative AI opinion Why software development slows to a crawl By Rohit Dhawan Nov 17, 2025 9 mins IT Governance IT Leadership Software Development analysis Breaking Europe’s cloud deadlock By David Linthicum Nov 11, 2025 6 mins Critical Infrastructure Hybrid Cloud Technology Industry analysis We can’t ignore cloud governance anymore By David Linthicum Nov 7, 2025 6 mins Artificial Intelligence IT Governance Risk Management analysis 10 top devops practices no one is talking about By Isaac Sacolick Nov 4, 2025 10 mins Application Security DevSecOps Devops Articles analysis Diversifying cloud resources is essential Although complexity increases with diversity, the advantages of multicloud and hybrid cloud environments far outweigh the challenges. By David Linthicum Nov 4, 2025 5 mins Cloud Management Hybrid Cloud IT Strategy opinion Boring governance is the path to real AI adoption The shiniest new technology rarely wins unless it can inherit the boring controls enterprises already trust. This is the paradox of enterprise innovation. By Matt Asay Nov 3, 2025 6 mins Data Governance Generative AI Technology Industry analysis Learning from the AWS outage: Actions and resources The recent AWS outage has lessons about contracts, options, and risk management for cloud-dependent businesses. By David Linthicum Oct 31, 2025 6 mins Business Continuity Digital Transformation Hybrid Cloud analysis It takes an AWS outage to prioritize diversification Sometimes people need to touch the stove, but endangering your revenue pipeline or losing customers is a hard lesson. By David Linthicum Oct 28, 2025 6 mins Cloud Architecture IT Strategy Technology Industry opinion Building a golden path to AI Developers aren’t waiting while leadership dithers over a standardized, official AI platform. Better to treat a platform as a set of services or composable APIs to guide developer innovation. By Matt Asay Oct 27, 2025 6 mins Development Approaches Generative AI IT Strategy opinion How AI is reshaping the future of startups Startups that embrace AI are unlocking growth like never before — smarter, faster and ready to take on the world. By Neel Shah Oct 20, 2025 12 mins IT Strategy Markets Technology Industry analysis An EU breakup with US cloud providers The motivations, complexities, and steps toward European cloud independence run up against enterprise multicloud strategy. By David Linthicum Oct 17, 2025 6 mins Hybrid Cloud IT Strategy Multicloud analysis The rise of purpose-built clouds Specialized cloud solutions continue to drive multicloud adoption as AI requirements and compliance regulations grow. By David Linthicum Oct 14, 2025 5 mins Cloud Architecture Hybrid Cloud IT Strategy opinion Java or Python for building agents? The surest way to value with AI is to use the tools that leverage your organization’s hard-won expertise and that integrate with the systems you have now. By Matt Asay Oct 13, 2025 7 mins Devops Java Python opinion AI’s biggest supply chain shortage is people Rather than compete with every other company for skilled staff, teach the people who already understand your business the skills to leverage artificial intelligence. By Matt Asay Oct 6, 2025 7 mins Artificial Intelligence IT Skills and Training Technology Industry analysis Who stops wasteful cloud spending? A lack of discipline from cloud leadership drives runaway expenses. Finops offers a path forward, but IT leaders must create a culture of cost awareness and accountability. By David Linthicum Oct 3, 2025 5 mins Cloud Computing Cloud Management IT Leadership analysis Cloud computing has an ROI problem Data from Australia confirms that the high cost of scalability and agility is forcing some enterprises to rethink their cloud strategies. By David Linthicum Sep 23, 2025 6 mins Hybrid Cloud Multicloud ROI and Metrics Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Show me more Latest Articles Videos analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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https://www.cio.com/	Japan 日本 \| CIO トピックス CIO30 Awards Japan 2025 ニュースレター動画インタビューライブラリー BrandPosts 会社案内会社概要広告についてお問い合わせ採用案内著作権についてニュースレターサイトポリシーサービス利用規約プライバシーポリシークッキーポリシー著作権に関するお知らせプリファリンスの設定 AdChoicesについてメディア Computerworld CSO InfoWorld Network World コンテンツ一覧 CIO30 Awards Japan 2025 BrandPosts 動画インタビューポッドキャストライブラリー閉じる分析人工知能生成AI 事業運営キャリアクラウドコンピューティングデーターセンターデータ管理 Emerging Technology エンタープライズ・アプリケーション業種 ITリーダー DX（デジタルトランスフォーメーション） IT戦略 ITマネジメントイノベーションダイバーシティ推進 IT業務プロジェクトマネジメントネットワークセキュリティソフトウェア開発 Vendors and Providers エンタープライズルーター戻る閉じる Africa Africa Americas Canada United States Asia ASEAN India Middle East 日本 (Japan) 대한민국(Korea) Europe España (Spain) Ireland Italia (Italy) Netherlands United Kingdom Deutschland (Germany) Oceania Australia New Zealand 戻る閉じる人気のトピック IT リーダーシップデジタルトランスフォーメーション IT業界でのキャリア解析学クラウドコンピューティング人工知能検索 JP-JA トピックス CIO30 Awards Japan 2025 ニュースレター動画インタビューライブラリー BrandPosts 会社案内サイトポリシーメディアコンテンツ一覧戻るトピックス分析人工知能生成AI 事業運営キャリアクラウドコンピューティングデーターセンターデータ管理 Emerging Technology エンタープライズ・アプリケーション業種 ITリーダー DX（デジタルトランスフォーメーション） IT戦略 ITマネジメントイノベーションダイバーシティ推進 IT業務プロジェクトマネジメントネットワークセキュリティソフトウェア開発 Vendors and Providers エンタープライズルーター戻る会社案内会社概要広告についてお問い合わせ採用案内著作権についてニュースレター戻るサイトポリシーサービス利用規約プライバシーポリシークッキーポリシー著作権に関するお知らせプリファリンスの設定 AdChoicesについて戻るメディア Computerworld CSO InfoWorld Network World 戻るコンテンツ一覧 CIO30 Awards Japan 2025 BrandPosts 動画インタビューポッドキャストライブラリー新着記事 2026年のITトレンドを読む：国内トップITリーダーの提言 2026年01月13日 2分人工知能 C-level Chief Information Officer IPOかM&Aか？スタートアップの「ゴール」で変わるストックオプションの現金化ルールと注意点 2026年01月13日 1分キャリア採用力を最大化する「SOの魅せ方」とオファーレターの書き方 2026年01月12日 1分キャリア信託型SOのその後と、新しいインセンティブプラン（有償SO・RSU） 2026年01月11日 2分キャリア誰に・いつ・どれくらい配る？資本政策としてのSO配分ロジック 2026年01月10日 1分キャリアブラックボックスを扱う技術：LLMの挙動を調べる方法 2026年01月10日 1分人工知能生成AI 天国と地獄を分けるストックオプションの「税制適格」と「税制非適格」の壁 2026年01月09日 1分キャリア LLMはなぜ自信満々に間違えるのか：ハルシネーションの原因と減らし方 2026年01月09日 1分人工知能生成AI 2026年のITトレンドを読む：国内トップITリーダーの提言 2026年01月08日 1分 C-level Chief Information Officer キャリアビデオオンデマンド「物語を語れるCIO」であれ——ランスタッドCIOが語るリーダーシップの真髄完璧を目指さず、まず踏み出す──次世代CIOへのメッセージ 2026年01月13日 20分 Chief Information Officer 変化に強い基盤づくりでグローバル企業へ——トリドールCIOが挑む改革とは 2026年01月13日 28分 Chief Information Officer カルビー情報システム本部本部長に聞く、AI時代のIT部門のあり方 2025年12月04日 28分 Chief Information Officer 三菱マテリアルのCIOが語る「CIOの役割や魅力」とは 2025年11月25日 31分 Chief Information Officer すべての動画インタビュー PwC JapanグループのCITO（最高情報技術責任者）が語る「CIOの魅力」とは 2025年05月22日 1分 Chief Information Officer ITコンサルティングサービス EYのCOOが語る「COOの魅力」とは – コンサルから見た成功するCIOの条件とITリーダーの役割 2025年05月08日 1分 Chief Operating Officer ITコンサルティングサービス AI時代のサイバーセキュリティ、企業は何を優先すべきなのか？ 2025年04月23日 1分人工知能さくらインターネットのCIOが語る「CIOの役割や魅力」とは 2025年04月22日 1分 Chief Information Officer キャリア電気通信事業 NVIDIAでの新たな挑戦：25年のITキャリアを語る 2025年04月10日 1分 Chief Information Officer キャリアワークデイのCTOが語る「CTOの魅力」とは 2025年04月01日 2分 Chief Technical Officer キャリアゼネラルモーターズ・ジャパンのCIOが語る「CIOの役割や魅力」とは 2025年03月27日 2分 Chief Information Officer キャリアカナデビアの常務執行役員が語る「事業会社でのデジタル化の魅力」とは 2025年03月13日 2分キャリア DX（デジタルトランスフォーメーション）トピックを探す分析キャリアクラウドコンピューティング ITリーダーセキュリティ人工知能データーセンターソフトウェア開発 DX（デジタルトランスフォーメーション） IT戦略すべてのトピックス閉じる Browse all topics and categories below. 分析キャリアクラウドコンピューティング ITリーダーセキュリティ人工知能データーセンターソフトウェア開発 DX（デジタルトランスフォーメーション） IT戦略ニュースレターを購読するその日の注目ニュースを編集から直接読者へお届け！ CIO.comのニュースレターでは、IT戦略、イノベーション、マネジメント、CIOの役割、人材管理、調達、運用、規制対応などの経営トピックに加え、クラウド、AI、アナリティクス、セキュリティ、モバイル、リモートワーク、ソフトウェア開発などの最新技術も幅広くカバー。中堅・大企業や公共機関向けに、CIOやCxOの独自インタビュー、国内事例、そして示唆に富むグローバル視点の海外情報も読者にお届けします。メールアドレスを入力して今すぐご登録ください！有効なEメールアドレスを入力してくださいサブスクライブもっと見る最新情報記事ポッドキャストビデオ特集 LLMはなぜ指示に従えるようになるのか：SFTと好み学習（RLHF／DPO）をやさしく整理する著者：石井大智 2026年01月08日 1分人工知能生成AI 特集速く賢く生成する仕組み：デコーディング、KVキャッシュ、バッチング、量子化著者：石井大智 2026年01月08日 1分人工知能生成AI 特集【基礎解説】スタートアップ経営の武器「ストックオプション」とは？仕組み・メリット・リスクを完全網羅著者：石井大智 2026年01月07日 2分キャリアポッドキャスト「物語を語れるCIO」であれ——ランスタッドCIOが語るリーダーシップの真髄 2026年01月13日 20分 Chief Information Officer ポッドキャスト変化に強い基盤づくりでグローバル企業へ——トリドールCIOが挑む改革とは 2026年01月13日 28分 Chief Information Officer ポッドキャストカルビー情報システム本部本部長に聞く、AI時代のIT部門のあり方 2025年12月04日 28分 Chief Information Officer ビデオリコーのCTOが語る「CTOの役割や魅力」とは\| CIO 2025年11月11日 22分 CIO Leadership Live ビデオ花王の情報システムセンター長が語る「デジタル戦略のやりがいや魅力」とは 2025年10月28日 24分 CIO Leadership Live ビデオアイリスオーヤマのロボティクス事業部の責任者が語る「現場と社会課題から生まれたロボティクス戦略」 2025年10月14日 16分 CIO Leadership Live 企業概要当サイトについて広告のご案内お問い合わせ採用情報転載と著作権についてニュースレターサイトポリシーサービス利用規約プライバシーポリシークッキーポリシー著作権に関するお知らせ会員設定 AdChoicesについて CCPA プライバシー設定当社ウェブサイト Computerworld CSO Infoworld Network World Facebook X（旧Twitter) YouTube Google ニュース LinkedIn © 2026 FoundryCo, Inc. All Rights Reserved.	2026-01-13T09:29:27
http://mirror.freedif.org/GNU/auctex/11.82-extra/	Index of /GNU/auctex/11.82-extra/ Index of /GNU/auctex/11.82-extra/ ../ CHANGES 18-Dec-2005 00:17 18K CHANGES.sig 18-Dec-2005 00:17 65 ChangeLog 18-Dec-2005 00:17 337K ChangeLog.sig 18-Dec-2005 00:17 65 auctex.pdf 18-Dec-2005 00:17 610K auctex.pdf.sig 18-Dec-2005 00:17 65 auctex.ps 18-Dec-2005 00:17 806K auctex.ps.sig 18-Dec-2005 00:17 65 tex-ref.pdf 18-Dec-2005 00:17 96K tex-ref.pdf.sig 18-Dec-2005 00:17 65 tex-ref.ps 18-Dec-2005 00:17 178K tex-ref.ps.sig 18-Dec-2005 00:17 65	2026-01-13T09:29:27
http://mirror.freedif.org/GNU/auctex/11.89-extra/	Index of /GNU/auctex/11.89-extra/ Index of /GNU/auctex/11.89-extra/ ../ CHANGES 13-Nov-2015 17:00 30K CHANGES.sig 13-Nov-2015 17:00 543 ChangeLog 13-Nov-2015 17:00 590K ChangeLog.sig 13-Nov-2015 17:00 543 auctex.pdf 13-Nov-2015 17:01 617K auctex.pdf.sig 13-Nov-2015 17:01 543 auctex.ps 13-Nov-2015 17:01 1M auctex.ps.sig 13-Nov-2015 17:01 543 tex-ref.pdf 13-Nov-2015 17:01 150K tex-ref.pdf.sig 13-Nov-2015 17:01 543 tex-ref.ps 13-Nov-2015 17:01 310K tex-ref.ps.sig 13-Nov-2015 17:01 543	2026-01-13T09:29:27
http://mirror.freedif.org/GNU/auctex/11.54-extra/	Index of /GNU/auctex/11.54-extra/ Index of /GNU/auctex/11.54-extra/ ../ CHANGES 12-Jan-2005 23:33 11K CHANGES.sig 12-Jan-2005 23:33 64 ChangeLog 12-Jan-2005 23:34 244K ChangeLog.sig 12-Jan-2005 23:34 65 auctex.pdf 12-Jan-2005 23:36 537K auctex.pdf.sig 12-Jan-2005 23:36 65 auctex.ps 12-Jan-2005 23:36 731K auctex.ps.sig 12-Jan-2005 23:36 65 tex-ref.pdf 12-Jan-2005 23:36 88K tex-ref.pdf.sig 12-Jan-2005 23:36 65 tex-ref.ps 12-Jan-2005 23:36 169K tex-ref.ps.sig 12-Jan-2005 23:36 65	2026-01-13T09:29:27
https://slack.engineering/migration-automation-easing-the-jenkins-%e2%86%92-gha-shift-with-help-from-ai/	Migration Automation: Easing the Jenkins → GHA shift with help from AI \| Engineering at Slack Migration Automation: Easing the Jenkins → GHA shift with help from AI – Engineering at Slack Skip to main content Articles About --> Search Search Close Search December 16, 2024 15 min read Migration Automation: Easing the Jenkins → GHA shift with help from AI Emmanuel Zerefa Search Latest Posts December 1, 2025 10 min read Streamlining Security Investigations with Agents November 19, 2025 10 min read Android VPAT journey November 6, 2025 18 min read Build better software to build software better October 23, 2025 15 min read Advancing Our Chef Infrastructure: Safety Without Disruption October 7, 2025 11 min read Deploy Safety: Reducing customer impact from change Archives 2025  (9) 2024  (19) 2023  (16) 2022  (21) 2021  (24) 2020  (26) 2019  (21) 2018  (11) 2017  (21) 2016  (19) Overview The past few months have been exciting times for Slack’s CI infrastructure. After years of developer frustration with Jenkins (everything from security issues to downtime to generally poor UX) internal pressure led us to move a majority of Slack’s CI jobs from Jenkins to GitHub Actions. My intern project at Slack this summer involved creating a conversion tool that could automatically migrate Jenkins pipelines to GitHub Actions, saving developers time and accelerating the migration. The project was successful, and is expected to cut the migration time by half and save over 1,300 hours. This blog is focused on that conversion tool, and the 7 week journey to design, implement, and improve it. Before we start though, you should know some terminology: Pipeline: A set of Jenkins plugins used for organizing Jenkins jobs. “Jenkins pipeline” refers to a set of one or more ordered Jenkins jobs. At the beginning of this project we had242 Jenkins pipelines to migrate. Instance: A Jenkins instance is where Jenkins pipelines are hosted. We were migrating off of 3 Jenkins instances. Workflow: a GitHub Actions CI job. GHA: GitHub Actions. Planning for the Project Pondering the Problem The success criteria for the project are as follows: Create tooling that automates the difficulties of manually migrating a Jenkins pipeline to GHA Run this tooling on a large subset of existing Jenkins jobs Create documentation around the conversion process Tools of the Trade After doing some research, we identified a few useful tools to use to convert from Jenkins to GHA: The GitHub Actions Importer . GitHub publishes a tool that can audit a Jenkins instance and either fully convert, partially convert, or fail to convert all pipelines on it to GitHub Actions. Although generally most pipelines fully convert, not all do. So a few more tools will be needed after using the Importer. Python scripting: It seemed likely that some amount of the Importer’s errors would be easy to fix with just regex scripts. We expected to use Large Language Models (LLMs) for any errors that were too intricate to fix with regular expressions. The Solution Part 1 – The Importer Over the span of a week, we ran the Importer on several of our Jenkins instances. The tool was simple. You install it from the GitHub CLI, configure it, and run a command like this: gh actions-importer audit jenkins --output-dir <output-dir> The Importer would then output GitHub Actions workflow files for each Jenkins pipeline on the Jenkins instance being audited. Upon running the Importer, we were curious as to how well it performed. Fortunately, the Importer creates an audit summary upon completing its audit of a Jenkins instance. The audit file contains information about how many Jenkins jobs were fully converted, partially converted, and failed to convert from Jenkins to GHA. About 50% of the time the Importer moved the pipeline from Jenkins to GHA without error. 5% of the time the importer failed completely, and the rest of the jobs were partially-imported — it created a workflow YAML file, but wasn’t able to populate it fully. In addition to the success and failure rates, we were curious as to exactly what Jenkins build steps and environments were unsupported by the Importer. Fortunately the audit summaries contain information about this as well. Glancing at the audit summary, it was initially concerning to see that there were hundreds of Jenkins pipelines that weren’t able to fully convert to GitHub Actions. A deeper inspection revealed a pleasant surprise – only eight unsupported Jenkins build steps and environments were responsible for over 90% of those failures. This was good news. Instead of needing to spread ourselves thin looking at dozens of unsupported Jenkins steps, we instead only had to look at eight. For those key few unsupported items, we’d need to look at the following: Is this actually unsupported by GHA, or do equivalents exist? If equivalents do exist, is it easy to write scripts to edit the Importer’s outputs accordingly? Part 2 – Research At this point in the project, it was known that the Importer’s workflows had a lot of room for improvement. Around half of the pipelines didn’t fully convert, so a big objective was to look into the unsupported Jenkins steps that caused them to not fully convert. Another task though was to investigate the pipelines that fully converted. Can we really trust the Importer when it claims that it could fully convert something? So really every pipeline that got (or didn’t get) converted to a workflow had to be looked at. After looking through several dozen of the YAML files the Importer made, it was clear that there were 4 main types of corrections we’d need to make to the workflow YAML files: Replacing rate-limited actions with internal mirrors Replacing actions with other actions Adding useful comments for end users Removing unnecessary comments Over the course of 2 weeks, we studied each of these: 1 – Replacing rate limited actions with internal mirrors RoI: Very High Overview By default, if you use an arbitrary action from the GitHub Actions marketplace, like say actions/github-script, any requests made by the action will hit the github.com API. There are rate limits for this. Actions that hit our self-hosted GitHub Enterprise instance have far higher rate limits however. So a task we had to do was replace rate-limited actions with internal mirrors of those actions that we have on our GitHub Enterprise instance. End-User Value Correcting rate-limited actions is simple to do on our end, and prevents end users from dealing with the headache that is having jobs fail from rate limits. So high RoI here. 2 – Replacing actions with other actions RoI: High Overview There were a few instances where, to perform a certain task, the Importer would use one action whereas we’d prefer if it had used another. For instance, for sending Slack messages the Importer often elected to use the rtCamp/action-slack-notify action. Naturally, Slack has internal actions for sending Slack messages, and we’d rather use internal libraries for this purpose. So something to look into was replacing rtCamp/action-slack-notify with Slack’s internal messaging action. This type of task seemed suitable for an LLM to do, since two actions often have disparate syntax which is hard to convert between by just using Python’s string methods. Preliminary testing also showed perfect LLM performance for this task which was reassuring. End-User Value Replacing one action with a different action would require end users to know both actions well. So automating this saves quite a bit of time and effort on their end, and it’s not that hard to write LLM prompts for these tasks. The RoI is thus high. 3 – Adding Useful Comments for End Users RoI: Medium Overview Some action items in the workflow files could only be done manually. For example, the syntax used in the workflow files to access secrets assumed that the secrets would be stored on GitHub. However, we don’t store our secrets on GitHub, and it would be time prohibitive and against our security policies to move them to GitHub. It would instead be better for end users to edit the workflow files such that secrets get read from where we store them instead of from GitHub. This couldn’t really be automated on the conversion tool side, since only the end users know where their secrets are and how to access them. All the conversion tool could do in such situations was leave a comment like: “Change these lines so that secrets are being read from where we store them instead of from GitHub. Go to a certain slack channel to find relevant docs about this.” End-User Value It’s definitely useful for end users to know where they should look to fix problems, but they still have to do the actual work of fixing the problem. So overall, medium RoI. 4 – Removing Unnecessary Comments RoI: Low-medium Overview Recall that around 45% of pipelines only partially converted. What this means is that the Importer couldn’t find a GHA equivalent for a Jenkins environment or build step. When this happened, the Importer left a comment in the workflow that looked something like “X Jenkins item was unsupported.” As it turns out, the reason why a lot of Jenkins pipelines were unsupported is because that piece of functionality in Jenkins was either already included or not necessary in GHA. So most of those “X was unsupported” comments weren’t too important and would probably be better off removed. End-User Value The benefits here to end users was small, as all it really does is declutter the workflows. So overall this had a low return. However, a script to delete strings is also very easy to write. So overall low-medium RoI. Part 3 – Corrections Tool Overview The last part of the implementation is the corrections tool, which would correct the Importer’s workflows. We knew from the start that the tool would have a balance of using Python’s string methods and using LLMs. From the last section, note that out of the 4 categories of action items for the correction tool, the only one that needed AI was “replacing actions with other actions”. So the corrections tool was largely non-AI. It took around 3 weeks to make the corrections tool. Implementation Architecture Here’s the bird’s-eye view. The input to the corrections tool was the path to a directory containing workflow yaml files. The following chain of events then happened: The path to each yaml file in that directory was written to an array. Then, for each element in that array: The contents of the yaml file at that path were read. Then: Every relevant non-AI correction was made to those file contents, and written back to the original file Every relevant AI correction was made to those file contents, and written back to the original file The end result is that every yaml file in the directory inputted to the corrections tool was edited in place. Implementing the Non-AI Corrections As mentioned previously, a large part of what needed to happen to the Importer’s yaml files boiled down to “add a comment after a line containing a certain string” or “replace a string with another string”. Python’s String.replace() method was used extensively here. Implementing the AI Corrections Prompt engineering is both science and art. It’s science, because there’s a formula that’s useful for doing prompt engineering: Use the following structure: Context Setting (let the LLM know what the task is and why it’s doing it) Specific Steps (Several instructions, each about very specific individual tasks the LLM must do. Too long of a prompt is much less dangerous than too vague of a prompt) Output Instructions (Instructions about how the LLM should present its output) In the context setting part of the prompt, include any relevant syntax and documentation Prompt engineering is also art, because experimenting with the prompt and seeing how you feel about the AI’s output is a key part too. There were a few rounds of this process: Start with a very basic prompt See the LLM’s response to it Add detail and context to the prompt to prevent any errors the LLM made An example of a prompt we’d end up at: I’m going to provide you with a GitHub Actions workflow yaml file. In the file an action called rtCamp/action-slack-notify@v2.2.1 is being used. Your job is to replace every rtCamp/action-slack-notify@v2.2.1 action with the slack/message-action@v1.0 action, and output the resulting workflow yaml file. For reference, I will provide you with the syntax for the slack/message-action@v1.0 action. I’ll put it between <syntax></syntax> XML tags: <syntax> - uses: slack/message-action@v1.0 with: channel: channel-name text: text-message </syntax> Now, perform the following steps: Find every instance of the rtCamp/action-slack-notify@v2.2.1 action being used. Replace each instance with the slack/message-action@v1.0 action with the aforementioned syntax. Replace channel-name with the value of the SLACK_CHANNEL field in the rtCamp/action-slack-notify@v2.2.1 action. Replace text-message with the value of the SLACK_MESSAGE field in the rtCamp/action-slack-notify@v2.2.1 action. Also, there are a few things you should absolutely never do: Do not remove any comments from the file Do not alter any other action in the file besides rtCamp/action-slack-notify@v2.2.1 I will now provide you with the workflow file you will be making edits to between <workflow></workflow> XML tags. When providing your output, only provide the contents of a YAML file. Do not describe what you did. Do not provide any justifications for your decisions. Only provide the corrected GitHub Actions yaml file, with nothing else before or after the yaml file in your output. Now, please perform the instructions I gave you: We examined about 2 dozen of the LLM’s outputs and noticed something stunning — 100% accuracy in performing the requested tasks. A big concern with asking LLMs to do these corrections were hallucinations and other unexpected side effects, so seeing the LLM’s performance was reassuring. Overall, the LLM ended up being really useful for the migration. Even though prompt engineering isn’t trivial, it doesn’t take that long either, and after doing it the LLM could perform as well as any human for these “replace A with B” tasks. LLMs filled a crucial gap for fixing those errors that were too hard to fix with Python’s string methods. Impact and End User Feedback Impact First, consider the process of converting a pipeline from Jenkins to GHA manually: Looking at your Jenkins pipeline as a reference, write a GHA workflow yaml file. Test that workflow yaml and do debugging as needed. Write the documentation for the workflow. Delete the pipeline from its Jenkins instance. Note how the steps are in descending order of difficulty and time cost. The conversion tool lets end users skip step 1 entirely and have a much easier time with step 2. End users are given workflow files that have few, if any, flaws. They can skip straight to debugging, which will be accelerated since the workflows they get are highly accurate. There are about 242 pipelines that this tool attempted to convert from Jenkins to GitHub Actions. The amount of time it would take a developer to manually convert one Jenkins pipeline to GHA varies. Here are some estimates for averages based on the type of developer: Highly experienced with Jenkins and GHA: 2 hours So basically, a good chunk of a day Highly experienced with Jenkins but not GHA: 5 hours These folks would need to learn GHA syntax. So most of a day Not experienced with either: 10 hours This could take over a day for someone who’s brand new to Jenkins and GHA. This number includes the time it may take others to help them. Assuming 10% of end users are type 1, 40% are type 2 and 50% are type 3, it gives a total amount of time of about 1700 hours to convert all pipelines to GHA Suppose that with this tool, half of pipelines run with no edits necessary (this is realistic, since half of pipelines are fully converted), and that the other half may take an average of 3 hours to debug. It would then take about 360 hours to convert all pipelines to GHA. This tool is thus projected to save over 1,300 hours, 80% of the time it would take to move every Jenkins pipeline to GHA. Final Comments At time of writing, two weeks have passed since the outputs from the conversion tool have been published, and end-user feedback is now starting to arrive. It’s clear that developers at Slack have found the tool useful, but I’ve also heard that there are a few errors in the generated workflows. Even from the very start of my internship, I expected this to happen, but was worried that it might be hard to triage those incidents. As it turns out, there wasn’t a problem. I made a Canvas doc for this conversion, and whenever end-users of the tool encountered an issue I updated the canvas with details about the problem and its solution. As more users used the tool, I got more feedback, and the canvas became more comprehensive. If I were to pick the best thing about Slack, both the app and the company, it would be the ease of communication and collaboration. It’s easy to let people know things, to find out who to go to for help, to meet people, to take notes and keep track of info. All these things have made my internship experience more fun, pleasant, and educational than it would’ve been otherwise. And, if you join us, it’d make your time here great too 🙂. Acknowledgments Thank you everyone who contributed your knowledge and helped this project get to where it is: Jerry Shen Buddhadev Veeramallu Ellen Wong Shane Gearon Sergii Gorbachov Catherine Li Nick Matute Now more than ever, Slack needs GHA specialists. 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https://www.jenkins.io/blog/authors/jagruti/	The Jenkins Blog Jagruti Tiwari Jagruti works as a Senior Project Engineer in one of the reputable firms in India. Her open-source journey started in Jan 2022. She has a strong background in Java, JavaScript, and an intermediate knowledge of Python. Jagruti’s association with Jenkins started in Hacktoberfest 2022. This year (in 2023) she has been selected in the GSoC project titled "Adding Probes to Plugin Health Score System" which is her first GSoC. She hopes to continue being involved in the community and someday help mentoring new open source enthusiasts in the near future. Incremental Build Detection Probe Introduction The Incremental Build Detection Probe was developed as a part of Google Summer of Code 2023 for the plugin health scoring system project. Incremental builds aid in continuous delivery of plugins, deploying only the modules affected by new commits [1]. Jenkins core and plugins can be deployed incrementally, rather than waiting for the developer to manually deploy the release [2]. This probe identifies... Jagruti Tiwari September 22, 2023 Renovate Probe Introduction Bots are used to automate tasks in a plugin. The Plugin Health Scoring System tracks usage of two bots - Dependabot and Renovate. Dependabot looks for dependencies that are outdated in a plugin. It can also raise a security alert if a security breach is found, like when the code depends on an insecure package. Renovate provides automated dependency updates. It can also schedule PRs... Jagruti Tiwari September 20, 2023 Detecting deprecated JSR-305 imports Probe Introduction This blog post describes the latest addition to the plugin health scoring system developed as part of my Google summer of Code Project: a probe that detects usages of the JSR-305 framework in plugins. The JSR-305 framework provides annotations to detect software defects. Its executive committee voted it as dormant since May 2012. It is important to stop using the framework for the... Jagruti Tiwari September 9, 2023 Number of Open Issues Probe Introduction An alarming number of issues in a plugin may signify that the plugin is outdated, in need of a new maintainer, or in need of a complete revamp. Open issues might also mean that there are a lot of new feature requests, which in turn means the plugin has quite a number of active users. The number of open issue probe counts... Jagruti Tiwari August 28, 2023 Jenkins in Google Summer of Code Midterm Recap The Jenkins in GSoC program recently reached its midterm milestone for GSoC 2023. This milestone served to assess performance, and precipitate pass/fail decisions. Taking time to evaluate the progress and workflow of the project provides an opportunity to correct course and address underlying issues. Earlier this month, on the Jenkins Online Meetup, GSoC contributors presented midterm status and progress for their projects, below... Ashutosh Saxena Harsh Pratap Singh Jagruti Tiwari Vandit Singh July 22, 2023 Third Party Repository Detection Probe Introduction A third-party repository is a repository that is not hosted at https://repo.jenkins-ci.org/. The Jenkins Infra team was concerned about the dependencies used by third-party repositories. These repositories are a concern, not just for security reasons, but also for reliability. The third-party repository detection probe ensures that plugins are built only from trusted and reliable Maven repositories. Importance of the probe This probe was requested by... Jagruti Tiwari July 20, 2023 Unreleased Production Changes Probe Introduction A bug fix, security fix, or new features are of no use unless they are released. A production release not only provides users with an updated plugin, but also gives the developers a chance to get feedback on their work. The "unreleased production changes" probe looks for unreleased commits in the production files. If an unreleased file is found in the production path,... Jagruti Tiwari July 16, 2023 Security Scan Probe Introduction The Jenkins Security team offers a GitHub action that automatically scans the plugin source code during Continuous Integration and reports security issues. The Jenkins community considers using such tools to ensure a high-security level for plugins as a good practice. The Security Scan probe identifies whether the plugin is configured to execute the security action. Importance of the Probe This probe is essential from... Jagruti Tiwari July 16, 2023 Introducing Jagruti Tiwari as the GSoC 2023 Contributor Working on Adding Probes to Plugin Health Scoring System Background I started contributing to open-source projects in Jan 2022. I tried setting up well-known projects like Django, Brave browser, and Chromium but failed miserably. I didn’t know that open source is not about projects but about community. Gradually I stumbled upon freeCodeCamp. That’s where I wrote my first test case and fixed minor bugs. I gained the confidence to continue... Jagruti Tiwari May 22, 2023	2026-01-13T09:29:27
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Jobs People Learning Clear text Clear text Clear text Clear text Clear text Join now Sign in Clear text Used by Used by Software Engineer (8) Cyber Security Analyst (7) Site Reliability Engineer (6) Information Technology Manager (5) Cyber Security Specialist (4) See all products Find top products in Log Management Software category Software used to create, collect, analyze, and store computer-generated event logs. - Consolidate logs in a central location and store them for an indefinite time period - Organize logs to allow search and reporting - Analyze logs for incident prevention purposes 63 results SolarWinds Papertrail Log Management Software by SolarWinds A cloud-hosted log management service that easily troubleshoots your infrastructure and apps. Free plan. Instant visibility. Syslog, text, Apache®, and Ruby on Rails. View product Devo Security Data Platform Log Management Software by Devo The Devo Security Data Platform, powered by HyperStream, provides speed and scale, real-time analytics, and actionable intelligence to protect growing and evolving environments. View product IBM QRadar Log Insights Log Management Software by IBM Security IBM Security® QRadar® Log Insights can help you gain complete visibility over your exponential and continuously growing digital footprint. Designed to address security observability needs with simple data ingestion, rapid search and powerful visualization, it's optimized to perform analytics on data with greater efficiency, providing faster insights. Plus, with the "AWS Built-in" designation, you can trust that QRadar Log Insights has been independently verified by AWS to include automated configuration elements across foundational cloud domains. ∙ Extract, investigate and pull data from anywhere ∙ Perform multiple, concurrent searches on large data subsets in seconds ∙ Detect, investigate and plan action against threats faster with smart, interactive dashboards and analytics View product Kron TLMP (Telemetry Pipeline) Log Management Software by Kron Kron Telemetry Pipeline solution simplifies communication between multiple sources and destinations, enabling you to manage your data effectively and optimize observability data infrastructure. With our telemetry pipeline, you can easily route data from a single source to multiple destinations, such as SIEM and log management tools. Data can be processed and reshaped to meet the needs of each destination as it flows through the pipelines. These modifications can include tasks such as parsing, reformatting, enriching, and masking PII (Personally identifiable information), or simply filtering out noisy data to manage infrastructure and licensing costs more efficiently. View product Log360 Log Management Software by ManageEngine Log360, a security information and event management solution, offers real-time security analytics coupled with machine-learning-based behavioral analytics and dynamic threat intelligence to simplify threat detection, prioritize and automate critical threat responses based on risks, secure data on the cloud, monitor privileged user activities, and comply with IT mandates. Key capabilities of Log360: -Dynamic threat intelligence and real-time threat detection -Actionable security analytics -End-to-end incident management -In-depth cloud security analytics -Anomaly detection driven by behavioral analytics -Real-time Active Directory auditing -Integrated compliance management -High-speed forensic analysis engine View product Find products trusted by professionals in your network See which products are used by connections in your network and those that share similar job titles Sign in to view full insights Kron IPDR Log Management Software by Kron As log data continues to increase exponentially, the need for efficient mechanisms that address data retention, cost management, and compliance with regulatory requirements is becoming increasingly crucial. The Kron IPDR Logging Product excels in meeting your regulatory requirements through its high-capacity data ingestion, processing, and efficient storage capabilities. Extensive Reference with Different Vendors and Topologies The product has strong references across various CGNAT topologies, multi-vendor network devices, and DPI solutions. It is designed for collecting, processing, correlating, and enriching logs with contextual information. Stream Data Integration For  Data Lakes Kron IPDR Logging is a key component of data management products in your big data environment with solid references. Kron IPDR Logging allows you to reduce and reshape streaming data for existing data lakes, with distributed scalable architecture. Stored logs can be shared across the organization of the e View product Mezmo Log Management Software by Mezmo Mezmo provides a central observability platform to help control, enrich, and correlate machine data to make business decisions faster. View product vuLogX Log Management Software by VuNet Systems Discover, unify, and analyse data from across 500+ structured, unstructured, and proprietary data sources. vuLogX is built on model-driven architecture to give you enterprise-wide intelligent insights and accelerated diagnostics that enable proactive IT operations. View product Logs Monitoring Log Management Software by Atatus Atatus enables organizations to collect, analyze, and visualize log data from various systems and applications. Users can view their infrastructure and applications holistically by monitoring logs, metrics, and traces through a unified platform. 1. Gain a centralized view of your logs by tailing them from a single user interface. 2. Get real-time access to log entries, identify anomalies, and respond promptly to critical incidents. 3. Use tailing logs to track log streams continuously and pinpoint issues faster than the "tail -f" command. 4. Analyze log data to troubleshoot and resolve problems promptly, reducing downtime and improving system reliability. 5. Integrate logs from various sources into a single user interface, facilitating holistic log monitoring and enabling comprehensive analysis across your entire infrastructure. 6. You can set up automated alerts based on log patterns to mitigate potential issues before they become a problem. 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https://www.jenkins.io/blog/2023/05/17/vandit1604-introduction-blog-post/	Introducing Vandit Singh as the GSoC 2023 Contributor Working on Building Jenkins.io with Alternative Tools Back to blog Introducing Vandit Singh as the GSoC 2023 Contributor Working on Building Jenkins.io with Alternative Tools Vandit Singh May 17, 2023 Share Dear Jenkins Community, I am thrilled to have this opportunity to introduce myself as the Google Summer of Code (GSoC) 2023 contributor who will be working on the exciting project of "Building jenkins.io with alternative tools". I am genuinely excited to join this vibrant community and contribute to the development of Jenkins, a widely adopted and powerful automation server. Project Description/Motivation: The project I will be working on aims to generate the existing Jenkins.io website using alternative tools like Antora and Gatsby. The primary goal of this project is to make the Jenkins user documentation Product Version Bound. Both tools are used for site generation however we will be using Antora for most parts of the site as its best fits our current needs. Introduction: Let me take a moment to introduce myself. My name is Vandit Singh, and I am an aspiring software developer from India with a passion for automation and continuous integration/continuous delivery (CI/CD) practices. I have a strong interest in Java, DevOps and Web, and I am eager to leverage my skills to have a fruitful summer under Google Summer of Code. Throughout my academic journey, I have realized the tremendous potential of automation in streamlining software development processes. My exposure to Jenkins, both as a user and an admirer of its capabilities, has inspired me to become an active contributor to its growth and evolution. Plans for the Near Future: As I embark on this GSoC journey, I have laid out some plans for the initial phase of the project before the mid-term evaluations. Firstly, I will focus on developing a prototype of jenkins.io with Antora with Versioned User Documentation. After that developer documentation will be non-versioned and at last blogs will be generated with Gatsby. For more details, you can refer to the project page . In parallel, I will collaborate with the Jenkins community to gather feedback and suggestions on the existing Jenkins.io structure. By understanding the needs and pain points of the community, I aim to enhance the user experience and ensure that the alternative tools project aligns seamlessly with the existing content and architecture and enhances UI/UX in some way. Technical Details: From a technical perspective, my work will involve tools that are used to generate static sites. This may include solutions like Antora and Gatsby , with a focus on maintaining the current theme and layout. Throughout the GSoC period, I am eager to collaborate with the Jenkins community, engage in discussions, and learn from the experienced members who have been instrumental in shaping Jenkins into the remarkable tool it is today. I genuinely believe that this project will be a collective effort, and I am excited to collaborate and contribute in a meaningful way. In Closing: As I embark on this incredible journey as a GSoC 2023 contributor, I would like to express my gratitude to the Jenkins community for giving me this opportunity. I am honoured to be part of a community that fosters innovation and promotes open-source collaboration. I am filled with a sense of enthusiasm and anticipation as I dive into the project and get to know the community better. Together, we can unlock new possibilities and ensure that Jenkins remains at the forefront of continuous integration and delivery. Please stay tuned for updates and feel free to reach out to me via the Jenkins community channels. Your guidance, feedback, and support are invaluable as I work towards building a more vibrant and resourceful jenkins.io. Thank you all for your warm welcome, and here’s to an exciting and fruitful GSoC. gsoc gsoc2023 About the author Vandit Singh Vandit is a computer science engineering undergraduate student from India. In July 2022, he began his Opensource journey with Jenkins. He is interested in a variety of technologies, including DevOps, Web Development and building things. He mostly communicates with computers using Java, C, and C++ and Golang. He was selected as a Google Summer of Code 2023 (GSoC'23) student to work on the project Building Jenkins.io using Alternative Tools .	2026-01-13T09:29:27
https://www.networkworld.com/	Network World \| From the data center to the edge Topics Latest Newsletters Resources Buyer’s Guides Events About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters Contribute to Network World Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO CSO Computerworld InfoWorld More News Features Blogs/Opinion BrandPosts Events Videos Enterprise Buyer’s Guides Close Artificial Intelligence Generative AI Careers Cloud Computing CPUs and Processors Data Center Edge Computing Enterprise Storage Linux Virtualization Industry 5G Networking Internet of Things Network Management Software Network Security Security Analytics IT Leadership Enterprise Buyer’s Guides Back Close Americas United States Back Close Popular Topics Generative AI Networking Cloud Computing Data Center Linux Virtualization Search Topics Latest Newsletters Resources Buyer’s Guides Events About Policies Our Network More Back Topics Artificial Intelligence Generative AI Careers Cloud Computing CPUs and Processors Data Center Edge Computing Enterprise Storage Linux Virtualization Industry 5G Networking Internet of Things Network Management Software Network Security Security Analytics IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters Contribute to Network World Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO CSO Computerworld InfoWorld Back More News Features Blogs/Opinion BrandPosts Events Videos Enterprise Buyer’s Guides Latest from today News Cisco routers knocked out due to Cloudflare DNS change The Cloudflare hiccup involved a sequencing change that confused some systems, and Cloudflare quickly walked it back, but the incident showcases enterprise network fragility in an uncomfortably concrete way. By Evan Schuman Jan 9, 2026 7 mins DNS Enterprise Routers Internet News Ethernet groups keep 2026 focus on higher bandwidth, AI demands By Sean Michael Kerner Jan 7, 2026 4 mins Artificial Intelligence Networking Feature Arista rides AI wave, but battle for campus networks looms By Neal Weinberg Jan 6, 2026 11 mins Artificial Intelligence Data Center High-Performance Computing News Cisco identifies vulnerability in ISE network access control devices By Howard Solomon Jan 8, 2026 5 mins Access Control Identity and Access Management Network Security Feature Enterprise Spotlight: Setting the 2026 IT agenda By Network World Staff Jan 1, 2026 1 min Artificial Intelligence Enterprise Buyer’s Guides IT Leadership News Holes in Veeam Backup suite allow remote code execution, creation of malicious backup config files By Howard Solomon Jan 7, 2026 4 mins Backup and Recovery Data Center Vulnerabilities News Lenovo unveils purpose-built AI inferencing servers By Andy Patrizio Jan 7, 2026 3 mins Artificial Intelligence Data Center Servers News Samsung warns of memory shortages driving industry-wide price surge in 2026 By Gyana Swain Jan 7, 2026 4 mins Artificial Intelligence Data Center Data Center Design News Lenovo-Nvidia partnership targets faster AI infrastructure rollouts By Prasanth Aby Thomas Jan 7, 2026 4 mins Artificial Intelligence Cloud Computing Data Center More network and infrastructure news news Italy fines Cloudflare for refusing to block pirate sites Cloudflare argues that the requirement is technically unreasonable and would impair DNS performance globally. By Viktor Eriksson Jan 12, 2026 2 mins Internet Laws and Regulations Networking news NRF 2026: HPE expands network, server products for retailers Announcements include new HPE Aruba Networking CX switches, integration with Juniper Mist AIOps to optimize connectivity across distributed store environments, and upgrades to HPE Nonstop Compute to improve system availability. By Michael Cooney Jan 12, 2026 4 mins Artificial Intelligence Networking Remote Access news Network hiring, skills and certification trends What IT leaders need to know about expanding responsibilities, new titles and hot skills for network professionals and I&O teams. By Denise Dubie Jan 12, 2026 64 mins Careers Data Center Networking news Global tech layoffs surpass 244,000 in 2025 Economic uncertainty, elevated interest rates, and AI adoption have driven workforce reductions across tech companies worldwide, according to a RationalFX report. By Denise Dubie Jan 12, 2026 5 mins Artificial Intelligence IT Jobs IT Skills and Training news Cisco: Latest news and insights Here’s what you need to know about the networking giant’s latest product and company news. By Network World staff Jan 12, 2026 30 mins Network Management Software Network Security Networking news analysis Nvidia: Latest news and insights Here’s what you need to know about the AI and processor giant’s latest product and company news. By Dan Muse Jan 8, 2026 29 mins Artificial Intelligence news AWS stealthily raises GPU prices by 15 percent In the past, AWS has almost always lowered prices or changed pricing models instead of raising them directly. By Viktor Eriksson Jan 7, 2026 2 mins CPUs and Processors Cloud Computing news 2026 network outage report and internet health check Cisco's ThousandEyes division tracks global internet and cloud traffic and provides Network World with weekly updates on the performance of ISPs, cloud service providers, and UCaaS providers. By Denise Dubie Jan 6, 2026 3 mins Cloud Computing Network Monitoring Networking news 2025 network outage report and internet health check ThousandEyes tracks internet and cloud traffic and provides Network World with weekly updates on the performance of ISPs, cloud service providers, and UCaaS providers. By Denise Dubie Jan 6, 2026 125 mins Internet Service Providers Markets Telecommunications Industry news The top AMD stories of 2025 AMD announced new products, acquisitions and partnerships in 2025 as it worked to boost AI performance across platforms ranging from desktops and mobile devices to data centers and supercomputers. By Ann Bednarz Jan 6, 2026 10 mins Artificial Intelligence CPUs and Processors Data Center news At CES, Nvidia launches Vera Rubin platform for AI data centers The Nvidia Rubin platform consists of six new chips, including four networking processors. By Andy Patrizio Jan 6, 2026 5 mins Artificial Intelligence CPUs and Processors Data Center news AWS hikes prices for EC2 Capacity Blocks amid soaring GPU demand The move could reshape cost planning for enterprises running large-scale AI workloads. By Nidhi Singal Jan 6, 2026 5 mins Artificial Intelligence Cloud Computing Machine Learning Show more Show less Explore a topic 5G Careers Cloud Computing CPUs and Processors Data Center Edge Computing Enterprise Storage Generative AI Industry Internet of Things Linux Networking Network Management Software Network Security View all topics All topics Close Browse all topics and categories below. 5G Careers Cloud Computing CPUs and Processors Data Center Edge Computing Enterprise Storage Generative AI Industry Internet of Things Linux Networking Network Management Software Network Security Virtualization Spotlight: Setting the 2026 IT agenda Articles Buyer’s Guide Given the rapid pace of technology change today, IT leaders are setting their short-term agendas with agility, flexibility, and tangible business outcomes in mind. This month’s topic leans on Foundry’s original Tech Priorities research and external research, along with conversations with IT leaders to uncover enterprise technology trends for the year ahead. Automating, streamlining, and modernizing IT operations is a must as IT teams struggle with skill and staff shortages and increasing demands. A wide variety of tech vendors have solutions aimed at bring IT operations into the AI age. View All Popular topics Generative AI news Nvidia licenses Groq’s inferencing chip tech and hires its leaders By Peter Sayer Dec 30, 2025 4 mins Artificial Intelligence CPUs and Processors Generative AI feature AI-driven network management gains enterprise trust By Maria Korolov Dec 8, 2025 11 mins Data Center Automation Generative AI Network Management Software news Perplexity’s open-source tool to run trillion-parameter models without costly upgrades By Gyana Swain Nov 6, 2025 5 mins Artificial Intelligence Cloud Computing Generative AI View topic Networking opinion What enterprises think about quantum computing By Tom Nolle Jan 12, 2026 5 mins Data Center High-Performance Computing Networking opinion Scattered network data impedes automation efforts By Shamus McGillicuddy Jan 12, 2026 7 mins Data Center Data Center Automation Network Management Software news Wi-Fi 8 in 2026: Next-gen wireless standard prioritizes reliability over speed gains By Sean Michael Kerner Jan 5, 2026 5 mins Networking Wi-Fi View topic Data Center news AMD launches on-prem AI chip, previews higher-end systems at CES By Prasanth Aby Thomas Jan 6, 2026 4 mins Artificial Intelligence CPUs and Processors Data Center news SOCAMM memory gains ground as AI data centers proliferate By Andy Patrizio Jan 5, 2026 3 mins Data Center Servers news Everything you need to know about FLOPs By Andy Patrizio Jan 5, 2026 6 mins Data Center High-Performance Computing View topic Network Security feature SASE explained: The command center for the autonomous enterprise By Jeff Vance and Dan Muse Dec 30, 2025 16 mins Data Center Network Security SD-WAN news WatchGuard fixes ‘critical’ zero-day allowing firewall takeover By John E. Dunn Dec 19, 2025 4 mins Network Security Vulnerabilities Zero-Day Vulnerabilities news Attackers bring their own passwords to Cisco and Palo Alto VPNs By Shweta Sharma Dec 19, 2025 3 mins Network Security Security View topic CPUs and Processors news China requires chipmakers to use at least 50% domestic equipment By Viktor Eriksson Dec 31, 2025 1 min CPUs and Processors Markets Technology Industry news Top Intel stories of 2025 By Ann Bednarz Dec 29, 2025 8 mins CPUs and Processors Data Center feature Will Google throw gasoline on the AI chip arms race? By Andy Patrizio Dec 16, 2025 4 mins Artificial Intelligence CPUs and Processors Data Center Design View topic Video video Master Linux Math with the bc Command \| Easy CLI Calculations Explained! Learn how to use the powerful bc command in Linux to perform fast, accurate calculations right from the command line. In this Linux tip, Sandra Henry-Stocker—author of the Unix as a Second Language blog—walks you through examples including addition, exponents, decimals, and setting scale for precision. Whether you’re scripting or solving quick math problems, bc is a must-know tool for Linux users. Examples covered: Basic math with bc Using exponents (10^2) Decimal calculations Controlling precision with scale Jun 23, 2025 1 mins Operating Systems Master Linux Math in Seconds: How to Use the expr Command Like a Pro Jun 17, 2025 1 mins Operating Systems How to Do Math in the Command Line Using Double Parentheses Jun 6, 2025 1 mins Operating Systems How to Use the tldr Command in Linux \| Quick Alternative to Man Pages May 20, 2025 1 mins Operating Systems See all videos Podcasts podcasts Design Your Networks for the Internet of the Future Regardless of unique business goals, every service provider and enterprise relies on new technologies to help them achieve their intended business outcomes, like growing revenue, reducing costs, and mitigating risks for themselves and their customers. Today there are three important technology developments that can be critical catalysts helping these businesses achieve and even surpass their goals: Converged Software-Defined Networking Transport, Advanced Optics, and open, software-defined 5G. This series of 3 podcasts will share business drivers, real-world use cases, and actionable solutions that can change the economics of the Internet for the Future and your “today." 3 episodes Internet Ep. 02 Episode 2: Pluggable Optics and the Internet for the Future Nov 7, 2023 17 mins Cisco Systems Computers and Peripherals Internet Ep. 03 Episode 3: Looking Forward: 5G, Digital Transformation, and the Network of the Future Nov 7, 2023 14 mins 5G Cisco Systems Internet Show me more Popular Articles Podcasts Videos brandpost Sponsored by Cisco AI, edge, and security: Shaping the need for modern infrastructure management By Paul Desmond Jan 11, 2026 4 mins IT Strategy feature The State of Enterprise Linux for networking By Sean Michael Kerner Jan 8, 2026 7 mins Operating Systems news SoftBank expands AI infrastructure ambitions with $4B DigitalBridge acquisition By Varun Aggarwal Dec 29, 2025 3 mins Artificial Intelligence Data Center Technology Industry podcast Has the hype around ‘Internet of Things’ paid off? \| Ep. 145 Apr 18, 2024 36 mins IoT Platforms IoT Security podcast Episode 1: Understanding Cisco’s Converged SDN Transport Sep 24, 2021 20 mins Cisco Systems Internet Networking podcast Episode 2: Pluggable Optics and the Internet for the Future Sep 23, 2021 17 mins Cisco Systems Computers and Peripherals Internet video How to Use the column Command in Linux \| Format Output into Neat Columns Easily May 8, 2025 1 mins Operating Systems video How to Use the rev Command in Linux (Reverse Text in Terminal!) May 5, 2025 1 mins Operating Systems video How to use the groupdel comand Apr 8, 2025 1 mins Operating Systems About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts News Features Blogs/Opinion Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Online InfoWorld Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. All Rights Reserved.	2026-01-13T09:29:27
https://www.linkedin.com/products/kront-kron-tp-telemetry-pipeline/?trk=products_details_guest_similar_products_section_similar_products_section_product_link_result-card_full-click	Kron TLMP (Telemetry Pipeline) \| LinkedIn Skip to main content LinkedIn Kron in Asan Expand search This button displays the currently selected search type. When expanded it provides a list of search options that will switch the search inputs to match the current selection. Jobs People Learning Clear text Clear text Clear text Clear text Clear text Join now Sign in Kron TLMP (Telemetry Pipeline) Log Management Software by Kron See who's skilled in this Add as skill Learn more Report this product About Kron Telemetry Pipeline solution simplifies communication between multiple sources and destinations, enabling you to manage your data effectively and optimize observability data infrastructure. With our telemetry pipeline, you can easily route data from a single source to multiple destinations, such as SIEM and log management tools. Data can be processed and reshaped to meet the needs of each destination as it flows through the pipelines. These modifications can include tasks such as parsing, reformatting, enriching, and masking PII (Personally identifiable information), or simply filtering out noisy data to manage infrastructure and licensing costs more efficiently. Media Products media viewer No more previous content Kron Telemetry Pipeline Solution Brief The main features of the Kron Telemetry Data Pipeline product are as follows: •Enables data collection independent of environment and vendor. •Includes functions for data processing, transformation, normalization, formatting, reduction, filtering, routing, copying, masking, merging, and enrichment. •Ensures data security and resilience with disk buffering during network and application interruptions. •Supports data transmission independent of environment and vendor. Kron Telemetry Pipeline Solution Brief •Provides a user-friendly, simple interface for configuring functions without requiring coding knowledge. •Enables alarm generation based on metadata from streaming data. •Offers an infrastructure where data can be stored for later searching through a visual interface. •Ensures data is stored in cost-effective storage solutions based on its importance. •Allows data stored in object-based storage to be transferred to analytical systems for analysis. No more next content Similar products SolarWinds Papertrail SolarWinds Papertrail Log Management Software Devo Security Data Platform Devo Security Data Platform Log Management Software IBM QRadar Log Insights IBM QRadar Log Insights Log Management Software Log360 Log360 Log Management Software Kron IPDR Kron IPDR Log Management Software Mezmo Mezmo Log Management Software Sign in to see more Show more Show less Kron products Kron DAM & DDM Kron DAM & DDM Kron IPDR Kron IPDR Log Management Software Kron PAM (Privileged Access Management) Kron PAM (Privileged Access Management) Privileged Access Management (PAM) Software LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines English (English) Language	2026-01-13T09:29:27
https://www.infoworld.com/data-management/	Data Management \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Data Management Data Management Data Management \| News, how-tos, features, reviews, and videos Explore related topics Data Architecture Data Governance Data Integration Data Quality Database Administration Databases SQL Latest from today interview Generative AI and the future of databases Google Cloud’s lead engineer for databases discusses the challenges of integrating databases and LLMs, the tools needed to overcome these challenges, and how AI-native databases will help bridge the gap. By Martin Heller Jan 6, 2026 14 mins Artificial Intelligence Databases Generative AI opinion How to make AI agents reliable By Matt Asay Jan 5, 2026 7 mins Databases Generative AI IT Skills and Training opinion How to build RAG at scale By Ankush Dhar Dec 30, 2025 8 mins Artificial Intelligence Data Architecture Generative AI news High severity flaw in MongoDB could allow memory leakage By Lynn Greiner Dec 26, 2025 2 mins Databases NoSQL Databases Vulnerabilities opinion Designing the agent-ready data stack By Tobie Morgan Hitchcock Dec 18, 2025 12 mins Artificial Intelligence Databases Generative AI opinion Before you build your first enterprise AI app By Matt Asay Dec 15, 2025 8 mins Analytics Data Quality Data Science feature InfoWorld’s 2025 Technology of the Year Award winners By InfoWorld Awards Team Dec 15, 2025 48 mins APIs Application Security DevSecOps opinion Document databases – understanding your options By Radek Szulgo Dec 11, 2025 8 mins Databases Document Databases NoSQL Databases news IBM to buy Confluent to extend its data and automation portfolio By Paul Barker Dec 8, 2025 6 mins Artificial Intelligence Data Integration Hybrid Cloud Articles opinion AI memory is really a database problem If we want to avoid making AI agents a huge new attack surface, we’ve got to treat agent memory the way we treat databases: with firewalls, audits, and access privileges. By Matt Asay Dec 8, 2025 9 mins Artificial Intelligence Databases Generative AI opinion Why data contracts need Apache Kafka and Apache Flink Data contracts are foundational to properly designed and well behaved data pipelines. Kafka and Flink provide the key capabilities. By Matthew OKeefe Dec 2, 2025 11 mins Analytics Big Data Data Management news Qdrant vector database adds tiered multitenancy Tiered multitenancy allows users to combine small and large tenants in a single collection and promote growing tenants to dedicated shards. By Paul Krill Dec 1, 2025 3 mins Artificial Intelligence Databases Generative AI feature Getting the enterprise data layer unstuck for AI For enterprises, proprietary data is a source of competitive advantage. Take these four steps to ready it for AI-powered applications and agents. By Travis Van Nov 26, 2025 9 mins Analytics Big Data Generative AI brandpost Sponsored by Google Unlocking data’s true potential: The open lakehouse as AI’s foundation Artificial intelligence has increased the urgency for unified data. Here’s how to achieve it. By Geeta Banda, Head of Outbound Product Management, Google Cloud May 29, 2025 5 mins Artificial Intelligence Data Management news Snowflake to acquire Select Star to enhance its Horizon Catalog The enhancements in Horizon Catalog would allow enterprises to build context for AI-driven applications and autonomous agents from data stored outside Snowflake. By Anirban Ghoshal Nov 25, 2025 4 mins Analytics Artificial Intelligence Data Warehousing feature Anatomy of an AI agent knowledge base For AI agents, a knowledge base fuels fast and accurate responses and enables complex reasoning. We asked the experts how to build one. By Bill Doerrfeld Nov 24, 2025 10 mins Artificial Intelligence Databases Generative AI analysis Azure HorizonDB: Microsoft goes big with PostgreSQL Microsoft’s latest database is a fast, scalable PostgreSQL for cloud-native and AI developers. By Simon Bisson Nov 20, 2025 8 mins Microsoft Azure PostgreSQL Relational Databases news Microsoft Fabric IQ adds ‘semantic intelligence’ layer to Fabric Where Microsoft promises enterprises better understanding of their data for workers and autonomous agents alike, analysts fear deployment hurdles and vendor lock-in. By Anirban Ghoshal Nov 19, 2025 6 mins Data Governance IaaS Microsoft Azure news Microsoft touts scalability of its new PostgreSQL-compatible managed database Third time’s the charm? Microsoft hopes the scalability of Azure HorizonDB, will lure new customers where its two existing PostgreSQL databases did not. By Anirban Ghoshal Nov 19, 2025 4 mins Microsoft Azure PostgreSQL Relational Databases opinion Building a scalable document management system: Lessons from separating metadata and content Split your metadata from your files, and suddenly your sluggish document system becomes fast, scalable and surprisingly cheap to run. By Prasanna Kumar Ramachandran Nov 19, 2025 10 mins Databases Document Databases NoSQL Databases opinion Why context engineering will define the next era of enterprise AI Agentic AI systems need a deep understanding of where they are, what they know, and the constraints that apply. Context engineering provides the foundation. By Saket Saurabh Nov 18, 2025 7 mins Artificial Intelligence Data Governance Generative AI news Databricks fires back at Snowflake with SQL-based AI document parsing The new capability supports tables, figures, and diagrams with spatial metadata, making documents searchable and actionable in AI workflows. By Anirban Ghoshal Nov 13, 2025 6 mins Artificial Intelligence Data Management SQL Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Careers Cloud Computing Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Software Development Technology Industry Show me more Latest Articles Videos analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. All Rights Reserved.	2026-01-13T09:29:27
https://www.infoworld.com/artificial-intelligence/	Artificial Intelligence \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Artificial Intelligence Sponsored by Boomi Artificial Intelligence Artificial Intelligence \| News, analysis, features, how-tos, and videos Explore related topics Generative AI Machine Learning Natural Language Processing Robotics Latest from today analysis Why hybrid cloud is the future of enterprise platforms The rise of artificial intelligence makes cloud and on-premises integration the best path forward for scalable, effective deployments. By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development opinion Stack thinking: Why a single AI platform won’t cut it By Tom Popomaronis Jan 12, 2026 8 mins Artificial Intelligence Development Tools Software Development opinion Why ‘boring’ VS Code keeps winning By Matt Asay Jan 12, 2026 7 mins Developer GitHub Visual Studio Code feature How to succeed with AI-powered, low-code and no-code development tools By Bob Violino Jan 12, 2026 9 mins Development Tools Generative AI No Code and Low Code news Visual Studio Code adds support for agent skills By Paul Krill Jan 9, 2026 3 mins Development Tools Integrated Development Environments Visual Studio Code news Snowflake to acquire Observe to boost observability in AIops By Anirban Ghoshal Jan 9, 2026 3 mins Artificial Intelligence Software Development news Databricks says its Instructed Retriever offers better AI answers than RAG in the enterprise By Anirban Ghoshal Jan 8, 2026 5 mins Artificial Intelligence Generative AI Articles opinion The hidden devops crisis that AI workloads are about to expose Devops teams that cling to component-level testing and basic monitoring will struggle to keep pace with the data demands of AI. By Joseph Morais Jan 8, 2026 6 mins Artificial Intelligence Devops Generative AI news AI-built Rue language pairs Rust memory safety with ease of use Developed using Anthropic’s Claude AI model, the new language is intended to provide memory safety without garbage collection while being easier to use than Rust and Zig. By Paul Krill Jan 7, 2026 2 mins Generative AI Programming Languages Rust news Microsoft acquires Osmos to ease data engineering bottlenecks in Fabric The acquisition could help enterprises push analytics and AI projects into production faster while acting as the missing autonomy layer that connects Fabric’s recent enhancements into a coherent system. By Anirban Ghoshal Jan 7, 2026 4 mins Analytics Artificial Intelligence Data Engineering opinion What the loom tells us about AI and coding Like the loom, AI may turn the job market upside down. And enable new technologies and jobs that we simply can’t predict. By Nick Hodges Jan 7, 2026 4 mins Developer Engineer Generative AI brandpost Sponsored by Google Agentic AI won’t wait for your data architecture to catch up The technology, which enables rapid business transformation, requires a new data layer—one built for speed, scale, and diverse teams By Ahmet Altay, director of engineering, Google Jun 23, 2025 5 mins Artificial Intelligence analysis Generative UI: The AI agent is the front end In a new model for user interfaces, agents paint the screen with interactive UI components on demand. Let’s take a look. By Matthew Tyson Jan 7, 2026 8 mins Development Tools Generative AI Libraries and Frameworks news AI won’t replace human devs for at least 5 years Progress towards full AI-driven coding automation continues, but in steps rather than leaps, giving organizations time to prepare, according to a new study. By Taryn Plumb Jan 7, 2026 7 mins Artificial Intelligence Developer Roles news Automated data poisoning proposed as a solution for AI theft threat For hackers, the stolen data would be useless, but authorized users would have a secret key that filters out the fake information. By Howard Solomon Jan 7, 2026 6 mins Artificial Intelligence Data Privacy Privacy news Open WebUI bug turns the ‘free model’ into an enterprise backdoor The bug allows attacker-controlled model servers to inject code, steal session tokens, and, in some cases, escalate to remote code execution on enterprise AI backends. By Shweta Sharma Jan 6, 2026 3 mins Artificial Intelligence Security Vulnerabilities interview Generative AI and the future of databases Google Cloud’s lead engineer for databases discusses the challenges of integrating databases and LLMs, the tools needed to overcome these challenges, and how AI-native databases will help bridge the gap. By Martin Heller Jan 6, 2026 14 mins Artificial Intelligence Databases Generative AI feature 6 incredibly hyped software trends that failed to deliver In hindsight, what were we thinking? By Bill Doerrfeld Jan 5, 2026 13 mins Big Data Blockchain Technology Industry opinion How to make AI agents reliable We need to stop trying to build ‘God-tier’ agents that can do everything and start building ‘intern-tier’ agents that do one thing perfectly. By Matt Asay Jan 5, 2026 7 mins Databases Generative AI IT Skills and Training analysis Back to the future: The most popular JavaScript stories and themes of 2025 The major themes that defined the year behind us will also shape the one ahead. The most-read articles of 2025 tracked a return to simplicity; coalescence on the server side; AI promises (with some delivery); and the steady evolution of the JavaScript specification. By Matthew Tyson Jan 2, 2026 4 mins JavaScript Node.js TypeScript Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. 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But using them to their full advantage requires adopting best practices. By Bob Violino Jan 12, 2026 9 mins Development Tools Generative AI No Code and Low Code opinion Why ‘boring’ VS Code keeps winning By Matt Asay Jan 12, 2026 7 mins Developer GitHub Visual Studio Code feature Python starts 2026 with a bang By Serdar Yegulalp Jan 9, 2026 2 mins Programming Languages Python Software Development news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development opinion Stack thinking: Why a single AI platform won’t cut it By Tom Popomaronis Jan 12, 2026 8 mins Artificial Intelligence Development Tools Software Development news Visual Studio Code adds support for agent skills By Paul Krill Jan 9, 2026 3 mins Development Tools Integrated Development Environments Visual Studio Code analysis Generative UI: The AI agent is the front end By Matthew Tyson Jan 7, 2026 8 mins Development Tools Generative AI Libraries and Frameworks feature 6 incredibly hyped software trends that failed to deliver By Bill Doerrfeld Jan 5, 2026 13 mins Big Data Blockchain Technology Industry More top stories opinion What the loom tells us about AI and coding Like the loom, AI may turn the job market upside down. And enable new technologies and jobs that we simply can’t predict. By Nick Hodges Jan 7, 2026 4 mins Developer Engineer Generative AI news analysis Snowflake: Latest news and insights Stay up-to-date on how Snowflake and its underlying architecture has changed how cloud developers, data managers and data scientists approach cloud data management and analytics By Dan Muse Jan 9, 2026 5 mins Cloud Architecture Cloud Computing Cloud Management opinion The hidden devops crisis that AI workloads are about to expose Devops teams that cling to component-level testing and basic monitoring will struggle to keep pace with the data demands of AI. By Joseph Morais Jan 8, 2026 6 mins Artificial Intelligence Devops Generative AI analysis Generative UI: The AI agent is the front end In a new model for user interfaces, agents paint the screen with interactive UI components on demand. Let’s take a look. By Matthew Tyson Jan 7, 2026 8 mins Development Tools Generative AI Libraries and Frameworks analysis What drives your cloud security strategy? As cloud breaches increase, organizations should prioritize skills and training over the latest tech to address the actual root problems. By David Linthicum Jan 6, 2026 5 mins Careers Cloud Security IT Skills and Training interview Generative AI and the future of databases Google Cloud’s lead engineer for databases discusses the challenges of integrating databases and LLMs, the tools needed to overcome these challenges, and how AI-native databases will help bridge the gap. By Martin Heller Jan 6, 2026 14 mins Artificial Intelligence Databases Generative AI opinion How to make AI agents reliable We need to stop trying to build ‘God-tier’ agents that can do everything and start building ‘intern-tier’ agents that do one thing perfectly. By Matt Asay Jan 5, 2026 7 mins Databases Generative AI IT Skills and Training feature InfoWorld’s 2025 Technology of the Year Award winners The InfoWorld Technology of the Year Awards recognize the year’s best and most innovative products in AI, cloud, data analytics, devops, and software development. By InfoWorld Awards Team Dec 15, 2025 48 mins APIs Application Security DevSecOps analysis Back to the future: The most popular JavaScript stories and themes of 2025 The major themes that defined the year behind us will also shape the one ahead. The most-read articles of 2025 tracked a return to simplicity; coalescence on the server side; AI promises (with some delivery); and the steady evolution of the JavaScript specification. By Matthew Tyson Jan 2, 2026 4 mins JavaScript Node.js TypeScript analysis What’s next for Azure containers? More from Mark Russinovich’s Ignite 2025 sessions, detailing software developments that underpin Microsoft’s move to serverless containers. By Simon Bisson Jan 1, 2026 9 mins Kubernetes and Containers Microsoft Azure Serverless Computing opinion How to build RAG at scale Retrieval-augmented generation breaks at scale because organizations treat it like an LLM feature rather than a platform discipline. Enterprises that succeed with RAG rely on a layered architecture. By Ankush Dhar Dec 30, 2025 8 mins Artificial Intelligence Data Architecture Generative AI how-to Intro to Hotwire: HTML over the wire Get started with Hotwire, the HTMX alternative for developing supercharged, responsive web applications. By Matthew Tyson Dec 31, 2025 10 mins HTML JavaScript Web Development Show more Show less View all Dev with Serdar video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Software Development Technology Industry Spotlight: Setting the 2026 IT agenda Articles Buyer’s Guide Given the rapid pace of technology change today, IT leaders are setting their short-term agendas with agility, flexibility, and tangible business outcomes in mind. This month’s topic leans on Foundry’s original Tech Priorities research and external research, along with conversations with IT leaders to uncover enterprise technology trends for the year ahead. Automating, streamlining, and modernizing IT operations is a must as IT teams struggle with skill and staff shortages and increasing demands. A wide variety of tech vendors have solutions aimed at bring IT operations into the AI age. View All Popular topics Artificial Intelligence analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI news Snowflake to acquire Observe to boost observability in AIops By Anirban Ghoshal Jan 9, 2026 3 mins Artificial Intelligence Software Development View topic Cloud Computing feature What is cloud computing? 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By Isaac Sacolick May 6, 2024 12 mins Engineer Software Development Technology Industry Show me more Latest Articles Videos news Databricks says its Instructed Retriever offers better AI answers than RAG in the enterprise By Anirban Ghoshal Jan 8, 2026 5 mins Artificial Intelligence Generative AI news Microsoft acquires Osmos to ease data engineering bottlenecks in Fabric By Anirban Ghoshal Jan 7, 2026 4 mins Analytics Artificial Intelligence Data Engineering news AI won’t replace human devs for at least 5 years By Taryn Plumb Jan 7, 2026 7 mins Artificial Intelligence Developer Roles video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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https://www.infoworld.com/java/	Java \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Software Development Programming Languages Java Java Java \| News, how-tos, features, reviews, and videos Latest from today news Oracle unveils Java development plans for 2026 OpenJDK project teams will focus work on features such as value types, code reflection, AOT compilation, and structured concurrency in the coming year. By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news C# wins Tiobe Programming Language of the Year honors for 2025 By Paul Krill Jan 5, 2026 4 mins C# Java JavaScript feature 8 old programming languages developers won’t quit By Peter Wayner Dec 22, 2025 7 mins C++ Java Python how-to High-performance programming with Java streams By Rafael del Nero Dec 18, 2025 15 mins APIs Java Programming Languages news JetBrains releases Kotlin 2.3.0 By Paul Krill Dec 18, 2025 3 mins Java JavaScript Kotlin how-to Spring Boot tutorial: Get started with Spring Boot By Matthew Tyson Dec 17, 2025 9 mins Development Tools Java Web Development news Azul acquires enterprise Java middleware provider Payara By Paul Krill Dec 16, 2025 2 mins Java Programming Languages Software Development news JDK 26: The new features in Java 26 By Paul Krill Dec 8, 2025 7 mins Java Programming Languages Software Development how-to Spring AI tutorial: Get started with Spring AI By Steven Haines Dec 4, 2025 18 mins Development Tools Generative AI Java Articles how-to Clojure for Java developers: What you need to know Four key concepts are essential for understanding Clojure’s functional programming paradigm. Here’s how to apply what you know about Java to learning Clojure. By Matthew Tyson Nov 19, 2025 9 mins Java Programming Languages Software Development news Google Agent Development Kit adds Go language support Google ADK allows developers to build agentic appllications using Python, Java, or Go, and now supports the Agent2Agent protocol for multi-agent orchestration. By Paul Krill Nov 13, 2025 2 mins Golang Java Python how-to Java Stream API tutorial: How to create and use Java streams Get started with Java streams, including how to create streams from Java collections, the mechanics of a stream pipeline, examples of functional programming with Java streams, and more. By Rafael del Nero Nov 13, 2025 13 mins APIs Java Programming Languages news C# rises in Tiobe language popularity index Microsoft’s fast-growing language for .NET may be poised to overtake Java in popularity for the first time, Tiobe said. By Paul Krill Nov 10, 2025 3 mins C# Java Python brandpost Sponsored by Amazon Web Services Machine Learning in Java is Speeding Image Processing Java developers can quickly implement image classification or object detection using pre-trained machine learning models. Dec 18, 2020 6 mins Java feature AI and machine learning outside of Python Python might be the default for most AI and machine learning development, but what about other popular languages? Here’s what you need to know about using Java, Rust, Go, or C#/.Net for AI/ML. By Serdar Yegulalp Nov 5, 2025 7 mins C# Golang Java feature A fresh look at the Spring Framework The iconic Java framework has evolved and modernized, integrating a host of new features without sacrificing power or simplicity. By Matthew Tyson Nov 5, 2025 8 mins Development Tools Java Libraries and Frameworks news Could JavaFX return to Java? While an argument to re-integrate JavaFX floats in an OpenJDK discussion list, Oracle ponders providing better access to JavaFX from the JDK. By Paul Krill Oct 31, 2025 2 mins Java Libraries and Frameworks Programming Languages how-to Unit testing Spring MVC applications with JUnit 5 Learn how to write robust Spring MVC unit tests with JUnit 5 and tools such as MockMvc, Mockito, and Spring’s TestEntityManager. You’ll also get a taste of slice testing, used for optimizing unit tests on web controllers and databases. By Steven Haines Oct 30, 2025 22 mins App Testing Development Tools Java feature The top 4 JVM languages and why developers love them After Java, these are the four most important JVM languages. Let’s take a look. By Matthew Tyson Oct 29, 2025 10 mins Java Kotlin Scala news Azul, Cast AI join forces on Java performance Combination of Azul JDK and Cast AI app performance platform aims to improve Java runtime efficiency in Kubernetes-based public cloud environments. By Paul Krill Oct 28, 2025 2 mins Devops Java Kubernetes opinion Taming the Java cold-start beast: A practical guide to high-performance serverless with GraalVM and Spring Turns out Java can do serverless right — with GraalVM and Spring, cold starts are tamed and performance finally heats up. By Prasanna Kumar Ramachandran Oct 27, 2025 10 mins Java JavaScript Python feature The best new features in Java 25 JDK 25 brings powerful new features to Java and JVM developers. Here are seven new or updated features that could convince you to switch. By Matthew Tyson Oct 22, 2025 8 mins Java Programming Languages Software Development Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. 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By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development opinion Stack thinking: Why a single AI platform won’t cut it By Tom Popomaronis Jan 12, 2026 8 mins Artificial Intelligence Development Tools Software Development opinion Why ‘boring’ VS Code keeps winning By Matt Asay Jan 12, 2026 7 mins Developer GitHub Visual Studio Code feature How to succeed with AI-powered, low-code and no-code development tools By Bob Violino Jan 12, 2026 9 mins Development Tools Generative AI No Code and Low Code news Visual Studio Code adds support for agent skills By Paul Krill Jan 9, 2026 3 mins Development Tools Integrated Development Environments Visual Studio Code news Snowflake to acquire Observe to boost observability in AIops By Anirban Ghoshal Jan 9, 2026 3 mins Artificial Intelligence Software Development news Databricks says its Instructed Retriever offers better AI answers than RAG in the enterprise By Anirban Ghoshal Jan 8, 2026 5 mins Artificial Intelligence Generative AI Articles opinion The hidden devops crisis that AI workloads are about to expose Devops teams that cling to component-level testing and basic monitoring will struggle to keep pace with the data demands of AI. By Joseph Morais Jan 8, 2026 6 mins Artificial Intelligence Devops Generative AI news AI-built Rue language pairs Rust memory safety with ease of use Developed using Anthropic’s Claude AI model, the new language is intended to provide memory safety without garbage collection while being easier to use than Rust and Zig. By Paul Krill Jan 7, 2026 2 mins Generative AI Programming Languages Rust news Microsoft acquires Osmos to ease data engineering bottlenecks in Fabric The acquisition could help enterprises push analytics and AI projects into production faster while acting as the missing autonomy layer that connects Fabric’s recent enhancements into a coherent system. By Anirban Ghoshal Jan 7, 2026 4 mins Analytics Artificial Intelligence Data Engineering opinion What the loom tells us about AI and coding Like the loom, AI may turn the job market upside down. And enable new technologies and jobs that we simply can’t predict. By Nick Hodges Jan 7, 2026 4 mins Developer Engineer Generative AI brandpost Sponsored by Google Agentic AI won’t wait for your data architecture to catch up The technology, which enables rapid business transformation, requires a new data layer—one built for speed, scale, and diverse teams By Ahmet Altay, director of engineering, Google Jun 23, 2025 5 mins Artificial Intelligence analysis Generative UI: The AI agent is the front end In a new model for user interfaces, agents paint the screen with interactive UI components on demand. Let’s take a look. By Matthew Tyson Jan 7, 2026 8 mins Development Tools Generative AI Libraries and Frameworks news AI won’t replace human devs for at least 5 years Progress towards full AI-driven coding automation continues, but in steps rather than leaps, giving organizations time to prepare, according to a new study. By Taryn Plumb Jan 7, 2026 7 mins Artificial Intelligence Developer Roles news Automated data poisoning proposed as a solution for AI theft threat For hackers, the stolen data would be useless, but authorized users would have a secret key that filters out the fake information. By Howard Solomon Jan 7, 2026 6 mins Artificial Intelligence Data Privacy Privacy news Open WebUI bug turns the ‘free model’ into an enterprise backdoor The bug allows attacker-controlled model servers to inject code, steal session tokens, and, in some cases, escalate to remote code execution on enterprise AI backends. By Shweta Sharma Jan 6, 2026 3 mins Artificial Intelligence Security Vulnerabilities interview Generative AI and the future of databases Google Cloud’s lead engineer for databases discusses the challenges of integrating databases and LLMs, the tools needed to overcome these challenges, and how AI-native databases will help bridge the gap. By Martin Heller Jan 6, 2026 14 mins Artificial Intelligence Databases Generative AI feature 6 incredibly hyped software trends that failed to deliver In hindsight, what were we thinking? By Bill Doerrfeld Jan 5, 2026 13 mins Big Data Blockchain Technology Industry opinion How to make AI agents reliable We need to stop trying to build ‘God-tier’ agents that can do everything and start building ‘intern-tier’ agents that do one thing perfectly. By Matt Asay Jan 5, 2026 7 mins Databases Generative AI IT Skills and Training analysis Back to the future: The most popular JavaScript stories and themes of 2025 The major themes that defined the year behind us will also shape the one ahead. The most-read articles of 2025 tracked a return to simplicity; coalescence on the server side; AI promises (with some delivery); and the steady evolution of the JavaScript specification. By Matthew Tyson Jan 2, 2026 4 mins JavaScript Node.js TypeScript Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. Analytics Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Software Development Technology Industry Show me more Latest Articles Videos news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news Postman snaps up Fern to reduce developer friction around API documentation and SDKs By Anirban Ghoshal Jan 12, 2026 3 mins APIs Software Development news analysis Snowflake: Latest news and insights By Dan Muse Jan 9, 2026 5 mins Cloud Architecture Cloud Computing Cloud Management video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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https://www.infoworld.com/software-development/	Software Development \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Software Development Software Development Software Development \| News, how-tos, features, reviews, and videos Explore related topics APIs Application Integration Application Life Cycle Management Development Approaches Development Tools Devops Libraries and Frameworks No Code and Low Code Open Source Programming Languages Version Control Systems Latest from today analysis Which development platforms and tools should you learn now? For software developers, choosing which technologies and skills to master next has never been more difficult. Experts offer their recommendations. By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development opinion Stack thinking: Why a single AI platform won’t cut it By Tom Popomaronis Jan 12, 2026 8 mins Artificial Intelligence Development Tools Software Development news Postman snaps up Fern to reduce developer friction around API documentation and SDKs By Anirban Ghoshal Jan 12, 2026 3 mins APIs Software Development opinion Why ‘boring’ VS Code keeps winning By Matt Asay Jan 12, 2026 7 mins Developer GitHub Visual Studio Code feature How to succeed with AI-powered, low-code and no-code development tools By Bob Violino Jan 12, 2026 9 mins Development Tools Generative AI No Code and Low Code news Visual Studio Code adds support for agent skills By Paul Krill Jan 9, 2026 3 mins Development Tools Integrated Development Environments Visual Studio Code news Snowflake to acquire Observe to boost observability in AIops By Anirban Ghoshal Jan 9, 2026 3 mins Artificial Intelligence Software Development Articles feature Python starts 2026 with a bang The world’s most popular programming language kicks off the new year with a wicked-fast type checker, a C code generator, and a second chance for the tail-calling interpreter. By Serdar Yegulalp Jan 9, 2026 2 mins Programming Languages Python Software Development news Microsoft open-sources XAML Studio Forthcoming update of the rapid prototyping tool for WinUI developers, now available on GitHub, adds a new Fluent UI design, folder support, and a live properties panel. By Paul Krill Jan 8, 2026 1 min Development Tools Integrated Development Environments Visual Studio opinion The hidden devops crisis that AI workloads are about to expose Devops teams that cling to component-level testing and basic monitoring will struggle to keep pace with the data demands of AI. By Joseph Morais Jan 8, 2026 6 mins Artificial Intelligence Devops Generative AI news AI-built Rue language pairs Rust memory safety with ease of use Developed using Anthropic’s Claude AI model, the new language is intended to provide memory safety without garbage collection while being easier to use than Rust and Zig. By Paul Krill Jan 7, 2026 2 mins Generative AI Programming Languages Rust brandpost Sponsored by Intel Introducing the Redis/Intel Benchmarks Specification for Performance Testing, Profiling, and Analysis Redis and Intel are collaborating on a “zero-touch” performance and profiling automation to scale Redis’s ability to pursue performance regressions and improve database code efficiency. By Filipe Oliveira and Martin Dimitrov Feb 21, 2023 8 mins Build Automation analysis Generative UI: The AI agent is the front end In a new model for user interfaces, agents paint the screen with interactive UI components on demand. Let’s take a look. By Matthew Tyson Jan 7, 2026 8 mins Development Tools Generative AI Libraries and Frameworks opinion What the loom tells us about AI and coding Like the loom, AI may turn the job market upside down. And enable new technologies and jobs that we simply can’t predict. By Nick Hodges Jan 7, 2026 4 mins Developer Engineer Generative AI news Ruby 4.0.0 introduces ZJIT compiler, Ruby Box isolation Ruby Box is an experimental feature that provides separate spaces in a Ruby process to isolate application code, libraries, and monkey patches. By Paul Krill Jan 6, 2026 3 mins Programming Languages Ruby Software Development interview Generative AI and the future of databases Google Cloud’s lead engineer for databases discusses the challenges of integrating databases and LLMs, the tools needed to overcome these challenges, and how AI-native databases will help bridge the gap. By Martin Heller Jan 6, 2026 14 mins Artificial Intelligence Databases Generative AI news C# wins Tiobe Programming Language of the Year honors for 2025 C# saw the largest increase in ranking in the index year over year, while Java held steady, C and C++ swapped positions, R and Perl rose, and Go and Ruby faded. By Paul Krill Jan 5, 2026 4 mins C# Java JavaScript feature 6 incredibly hyped software trends that failed to deliver In hindsight, what were we thinking? By Bill Doerrfeld Jan 5, 2026 13 mins Big Data Blockchain Technology Industry analysis Back to the future: The most popular JavaScript stories and themes of 2025 The major themes that defined the year behind us will also shape the one ahead. The most-read articles of 2025 tracked a return to simplicity; coalescence on the server side; AI promises (with some delivery); and the steady evolution of the JavaScript specification. By Matthew Tyson Jan 2, 2026 4 mins JavaScript Node.js TypeScript news Critical vulnerability in IBM API Connect could allow authentication bypass Rated 9.8 out of 10 in severity, the flaw could allow a remote attacker to gain unauthorized access to applications. By Lynn Greiner Dec 31, 2025 5 mins Artificial Intelligence Development Tools Security Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Technology Industry Show me more Latest Articles Videos analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news analysis Snowflake: Latest news and insights By Dan Muse Jan 9, 2026 5 mins Cloud Architecture Cloud Computing Cloud Management news Databricks says its Instructed Retriever offers better AI answers than RAG in the enterprise By Anirban Ghoshal Jan 8, 2026 5 mins Artificial Intelligence Generative AI video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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http://mirror.freedif.org/GNU/auctex/11.87-extra/	Index of /GNU/auctex/11.87-extra/ Index of /GNU/auctex/11.87-extra/ ../ CHANGES 01-Dec-2012 05:21 23K CHANGES.sig 01-Dec-2012 05:21 72 ChangeLog 01-Dec-2012 05:21 450K ChangeLog.sig 01-Dec-2012 05:21 72 auctex.pdf 01-Dec-2012 05:19 565K auctex.pdf.sig 01-Dec-2012 05:19 72 auctex.ps 01-Dec-2012 05:20 1M auctex.ps.sig 01-Dec-2012 05:20 72 tex-ref.pdf 01-Dec-2012 05:21 150K tex-ref.pdf.sig 01-Dec-2012 05:21 72 tex-ref.ps 01-Dec-2012 05:22 310K tex-ref.ps.sig 01-Dec-2012 05:22 72	2026-01-13T09:29:28
http://mirror.freedif.org/GNU/auctex/11.52-extra/	Index of /GNU/auctex/11.52-extra/ Index of /GNU/auctex/11.52-extra/ ../ CHANGES 20-Aug-2004 10:27 7519 CHANGES.sig 20-Aug-2004 10:27 65 ChangeLog 20-Aug-2004 10:27 190K ChangeLog.sig 20-Aug-2004 10:27 65 auctex.pdf 20-Aug-2004 10:30 481K auctex.pdf.sig 20-Aug-2004 10:30 65 auctex.ps 20-Aug-2004 10:31 670K auctex.ps.sig 20-Aug-2004 10:31 65 tex-ref.pdf 20-Aug-2004 10:31 88K tex-ref.pdf.sig 20-Aug-2004 10:31 65 tex-ref.ps 20-Aug-2004 10:31 169K tex-ref.ps.sig 20-Aug-2004 10:31 65	2026-01-13T09:29:28
http://mirror.freedif.org/GNU-Sa/aamfp/16.1.0/	Index of /GNU-Sa/aamfp/16.1.0/ Index of /GNU-Sa/aamfp/16.1.0/ ../ AAMfP v.16.1.0.bz2 21-Nov-2020 01:15 14M AAMfP v.16.1.0.bz2.asc 21-Nov-2020 01:15 499 AAMfP v.16.1.0.bz2.sig 21-Nov-2020 01:15 310 AAMfP v.16.1.0.tar.gz 21-Nov-2020 01:15 14M AAMfP v.16.1.0.tar.gz.asc 21-Nov-2020 01:15 499 AAMfP v.16.1.0.tar.gz.sig 21-Nov-2020 01:15 310 AAMfP v.16.1.0.zip 21-Nov-2020 01:16 14M AAMfP v.16.1.0.zip.asc 21-Nov-2020 01:16 499 AAMfP v.16.1.0.zip.sig 21-Nov-2020 01:16 310	2026-01-13T09:29:28
http://mirror.freedif.org/GNU/auctex/11.85-extra/	Index of /GNU/auctex/11.85-extra/ Index of /GNU/auctex/11.85-extra/ ../ CHANGES 10-Feb-2008 22:02 21K CHANGES.sig 10-Feb-2008 22:02 65 ChangeLog 10-Feb-2008 22:02 397K ChangeLog.sig 10-Feb-2008 22:02 65 auctex.pdf 10-Feb-2008 22:01 603K auctex.pdf.sig 10-Feb-2008 22:01 65 auctex.ps 10-Feb-2008 22:01 848K auctex.ps.sig 10-Feb-2008 22:01 65 tex-ref.pdf 10-Feb-2008 22:02 94K tex-ref.pdf.sig 10-Feb-2008 22:02 65 tex-ref.ps 10-Feb-2008 22:02 181K tex-ref.ps.sig 10-Feb-2008 22:02 65	2026-01-13T09:29:28
https://wiki.jenkins.io/JUC/Home.html	Jenkins User Conference : Home Jenkins User Conference Jenkins User Conference : Home Created by Unknown User (kohsuke) , last modified on Jul 12, 2014 This is the home of the Jenkins User Conference space. Document generated by Confluence on Sep 29, 2021 15:46 Wiki home	2026-01-13T09:29:28
http://mirror.freedif.org/GNU/bpel2owfn/1.0/	Index of /GNU/bpel2owfn/1.0/ Index of /GNU/bpel2owfn/1.0/ ../ bpel2owfn-1.0-solaris.zip 26-Apr-2007 05:21 2M bpel2owfn-1.0-solaris.zip.sig 26-Apr-2007 05:21 194 bpel2owfn-1.0-win32.zip 26-Apr-2007 05:22 1M bpel2owfn-1.0-win32.zip.sig 26-Apr-2007 05:22 194 bpel2owfn-1.0.tar.gz 26-Apr-2007 05:19 311K bpel2owfn-1.0.tar.gz.sig 26-Apr-2007 05:19 194	2026-01-13T09:29:28
https://www.infoworld.com/article/3211374/public-cloud-consolidation-requires-an-exit-plan-even-from-the-big-guys.html#icon-circle-chevron-left	Why you need a cloud computing exit plan \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Blogs Cloud Insider by David Linthicum You need a cloud exit plan, even for AWS, Google, Microsoft, or IBM analysis Aug 1, 2017 2 mins Business continuity planning was long a staple of IT management; it needs to be one for cloud management as well Credit: Pixabay The cloud computing infrastructure market—IaaS, PaaS, and private hosting—continues to consolidate around the four major providers, as they maintain or even grow market share at the expense of smaller providers. AWS has continued to grow its revenues more rapidly than the overall market. In other words, AWS is the one to beat, and it will likely remain so for sometime. According to Synergy Research Group’s Q2 2017 data, AWS now has 34 percent of the cloud infrastructure market share, followed by Microsoft at 11 percent, IBM at 8 percent, and Google at 5 percent. This latest data underscores a long-term trend of consolidation, and that’s something enterprises need a strategy for. Synergy Research Group If you have picked a weak cloud provider, meaning one that has not established a sustainable market share, you could find your cloud services turned off in a few years. We already saw this happen a few years ago as several smaller IaaS providers left the market a few years ago. And it will happen again. As a result, you could find that that the public cloud services you’ve depended on for years might be shut down without much notice. AWS, Google, IBM, and Microsoft are all well funded companies, so they are not likely to drop public cloud services right away if the going gets rough. But there are no guarantees. Google, for example, could one day decide that its relatively small market share isn’t worth continued investment. So, how do you protect yourself? Watching the market is one way to do it, but it’s impossible to predict the technology market with any degree of certainty.   A better way is to have an exit plan, including which provider to go to, how to migrate your data and applications, what the costs will be, and what the impact will be on your business. Business continuity planning was long a staple of IT management; it needs to be one for cloud management as well. Cloud Computing Related content analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news analysis Snowflake: Latest news and insights By Dan Muse Jan 9, 2026 5 mins Cloud Architecture Cloud Computing Cloud Management analysis What drives your cloud security strategy? By David Linthicum Jan 6, 2026 5 mins Careers Cloud Security IT Skills and Training analysis What’s next for Azure containers? By Simon Bisson Jan 1, 2026 9 mins Kubernetes and Containers Microsoft Azure Serverless Computing Other Sections Resources Videos by David Linthicum Follow David Linthicum on X David S. Linthicum is an internationally recognized industry expert and thought leader. Dave has authored 13 books on computing, the latest of which is An Insider’s Guide to Cloud Computing . Dave’s industry experience includes tenures as CTO and CEO of several successful software companies, and upper-level management positions in Fortune 100 companies. He keynotes leading technology conferences on cloud computing, SOA, enterprise application integration, and enterprise architecture. Dave writes the Cloud Insider blog for InfoWorld. His views are his own. More from this author analysis 2026: The year we stop trusting any single cloud Dec 30, 2025 6 mins analysis When is an AI agent not really an agent? Dec 23, 2025 7 mins analysis Why your next cloud bill could be a trap Dec 19, 2025 7 mins analysis AWS AI Factories: Innovation or complication? Dec 16, 2025 6 mins analysis AWS finally listened to its customers Dec 12, 2025 5 mins analysis The hidden cost of Amazon Nova 2 Dec 9, 2025 6 mins analysis Local clouds shape Europe’s AI future Dec 5, 2025 5 mins analysis The ripple effects of a VPN ban Dec 2, 2025 5 mins Show me more Popular Articles Videos analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development video How to generate C-like programs with Python Dec 16, 2025 5 mins Python video Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python video Python vs. Kotlin Nov 13, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. All Rights Reserved.	2026-01-13T09:29:28
http://mirror.freedif.org/GNU/auctex/11.83-extra/	Index of /GNU/auctex/11.83-extra/ Index of /GNU/auctex/11.83-extra/ ../ CHANGES 08-Jun-2006 05:50 19K CHANGES.sig 08-Jun-2006 05:50 65 ChangeLog 08-Jun-2006 05:50 355K ChangeLog.sig 08-Jun-2006 05:50 65 auctex.pdf 08-Jun-2006 05:50 623K auctex.pdf.sig 08-Jun-2006 05:50 65 auctex.ps 08-Jun-2006 05:50 822K auctex.ps.sig 08-Jun-2006 05:50 65 tex-ref.pdf 08-Jun-2006 05:51 96K tex-ref.pdf.sig 08-Jun-2006 05:51 65 tex-ref.ps 08-Jun-2006 05:51 179K tex-ref.ps.sig 08-Jun-2006 05:51 65	2026-01-13T09:29:28
http://mirror.freedif.org/GNU/auctex/11.53-extra/	Index of /GNU/auctex/11.53-extra/ Index of /GNU/auctex/11.53-extra/ ../ CHANGES 29-Aug-2004 06:01 8280 CHANGES.sig 29-Aug-2004 06:01 65 ChangeLog 29-Aug-2004 06:01 195K ChangeLog.sig 29-Aug-2004 06:01 65 auctex.pdf 29-Aug-2004 06:04 484K auctex.pdf.sig 29-Aug-2004 06:04 65 auctex.ps 29-Aug-2004 06:05 673K auctex.ps.sig 29-Aug-2004 06:05 65 tex-ref.pdf 29-Aug-2004 06:05 88K tex-ref.pdf.sig 29-Aug-2004 06:05 65 tex-ref.ps 29-Aug-2004 06:05 169K tex-ref.ps.sig 29-Aug-2004 06:05 65	2026-01-13T09:29:28
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http://mirror.freedif.org/GNU-Sa/aamfp/14.0.0/	Index of /GNU-Sa/aamfp/14.0.0/ Index of /GNU-Sa/aamfp/14.0.0/ ../ v.14.0.0_Savannah.tar.bz2 29-Aug-2019 20:03 5M v.14.0.0_Savannah.tar.bz2.asc 29-Aug-2019 20:03 499 v.14.0.0_Savannah.tar.bz2.sig 29-Aug-2019 20:03 310 v.14.0.0_Savannah.tar.gz 29-Aug-2019 21:41 5M v.14.0.0_Savannah.tar.gz.asc 29-Aug-2019 21:41 499 v.14.0.0_Savannah.tar.gz.sig 29-Aug-2019 21:41 310 v.14.0.0_Savannah.zip 29-Aug-2019 21:40 5M v.14.0.0_Savannah.zip.asc 29-Aug-2019 21:40 499 v.14.0.0_Savannah.zip.sig 29-Aug-2019 21:40 310	2026-01-13T09:29:28
https://atlassian.com/ja/blog#content	Atlassian Japan 公式ブログ \| アトラシアン株式会社 Skip to content Atlassian Japan 公式ブログ \| アトラシアン株式会社 Search for: Search Featured チームの働き方を変革するAI：Team ’25 Europe発表まとめバルセロナへようこそ！満席となったTeam ’25 Europeイベントの現地から、その熱気をお届けします。AIはこれまでにない形でチームワークを変えつつあり、まさに時代の転換点… 2025年10月08日 Mike Cannon-Brookes 共同創業者兼CEO カテゴリ全ての投稿全ての投稿 Access AI Atlas Atlassian Analytics Atlassian Data Lake Atlassian Intelligence Atlassian Rovo Bamboo Bitbucket Cloud Compass Confluence Crowd Crucible Customer Service Management DevOps Fisheye Git ITサービスマネジメント Jira Jira Align Jira Core Jira Product Discovery Jira Service Desk Jira Service Management Jira Software Jira Work Management Loom Marketplace Opsgenie Portfolio for Jira Rovo Service Collection Software Collection Sourcetree Strategy Collection System of Work Team TEAM Anywhere Team Tour Tokyo Teamwork Collection Trello アジャイルイベントエンタープライズエンタープライズサービスマネージメントお客様事例キャンペーンコミュニティサポートニュースハウツープラットフォームリモートワークワークマネージメントワークマネジメント企業ニュース継続的デリバリー製品情報アトラシアンがAWSマーケットプレイスで利用可能にこの投稿は、2025年12月2日に発表された「Atlassian now available on AWS Marketplace」の抄訳です。アトラシアンのクラウドアプリ（Ji… 2025年12月14日渡辺隆アトラシアン、Forrester Waveのエンタープライズサービスマネジメント分野のリーダーに選出アトラシアンは、2025年第4四半期のForrester Wave TM レポートでエンタープライズサービスマネジメント (ESM) のリーダー企業として選出されました。本レポー… 2025年12月14日渡辺隆第75回 ACE Tokyo Meetup イベントレポートみなさん、こんにちは。アトラシアンでコミュニティマーケティングを担当している新村です。今回は11月12日にお台場のdocomo R&D OPEN LAB ODAIBAさんに… 2025年11月18日新村剛史あらゆる所ででRovoに会いましょう：あらゆるアプリ、チーム、ワークフローをつなぐAI あなたの頼れるAIチームメイトRovoが、より豊富なコンテキスト、幅広いスキル、そして柔軟な拡張性を備えて進化しましたこの1年で、すでに何百万人ものお客様にRovoを活用いただいています。しかし、私たちは現状に満足せず、Rovoに新たなAIスキルや知能、業務を変革する機能を追加し、仕事をさらに進化… 2025年10月08日渡辺隆アトラシアンのAI搭載Teamwork Collectionで仕事をもっと速く、もっとスマートに 2025年4月に開催したアトラシアンの年次イベントTeam 25において、Teamwork Collectionを発表しましたが、すでに多くのお客様がJira、Confluence… 2025年10月08日渡辺隆 Strategy Collectionが進化：プライオリティ・人材・投資をつなぐ新たなアプローチ AIを活用したインサイトと提案を提供するRovo、投資状況を追跡するFunds、円滑な計画立案を実現するStrategic Eventsを新たに搭載 Atlassian Strategy Collectionは、企業の優先事項・人材・投資をダイナミックに結びつけ、経営層の戦略推進を強力に支援する統合ソリューションです。従来のPo… 2025年10月08日渡辺隆 AIネイティブなSDLCを支援する、Atlassian Software Collectionを発表あらゆるチームの生産性、品質、スピードを測定し向上させる 2025年10月7日よりスペインバルセロナで開催されているアトラシアン年次イベント Team ’25 Europeにおいて、ソフトウェア開発の全工程にAIを組み込んだ… 2025年10月08日渡辺隆 Dynatrace、New Relic、BigPandaとのAIOpsパートナーシップを発表アトラシアンは、Team ’25 Europeで発表した「Service Collection」の一環として、主要なオブザーバビリティ（可観測性）ベンダーであるDyna… 2025年10月08日渡辺隆 AI時代、あらゆるチームのためのサービスマネジメントソリューションAtlassian Service Collectionを発表ビジネスのスピードはかつてないほど加速しています。かつて数か月かかっていた製品リリースが、今では数日で実現する時代です。お客様は即座の対応を求め、従業員も普段使っているアプリのよう… 2025年10月08日渡辺隆製品や価格についてのご質問はこちらお問い合わせフォーム投稿ナビゲーション 1 2 … 96 次へアトラシアン株式会社コーポレートサイトチームの教科書 Atlassian Notice at Collection プライバシーポリシー利用規約 © Copyright 2026 製品情報を見る > Subscribe to the Developer Newsletter Email *	2026-01-13T09:29:28
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https://www.infoworld.com#icon-circle-xmark	InfoWorld \| Technology insight for the enterprise Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Latest from today feature How to succeed with AI-powered, low-code and no-code development tools Developers have a growing array of options for AI-powered low-code and no-code development tools. 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By Bob Violino Jan 12, 2026 9 mins Development Tools Generative AI No Code and Low Code opinion Why ‘boring’ VS Code keeps winning By Matt Asay Jan 12, 2026 7 mins Developer GitHub Visual Studio Code feature Python starts 2026 with a bang By Serdar Yegulalp Jan 9, 2026 2 mins Programming Languages Python Software Development news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development opinion Stack thinking: Why a single AI platform won’t cut it By Tom Popomaronis Jan 12, 2026 8 mins Artificial Intelligence Development Tools Software Development news Visual Studio Code adds support for agent skills By Paul Krill Jan 9, 2026 3 mins Development Tools Integrated Development Environments Visual Studio Code analysis Generative UI: The AI agent is the front end By Matthew Tyson Jan 7, 2026 8 mins Development Tools Generative AI Libraries and Frameworks feature 6 incredibly hyped software trends that failed to deliver By Bill Doerrfeld Jan 5, 2026 13 mins Big Data Blockchain Technology Industry More top stories opinion What the loom tells us about AI and coding Like the loom, AI may turn the job market upside down. And enable new technologies and jobs that we simply can’t predict. By Nick Hodges Jan 7, 2026 4 mins Developer Engineer Generative AI news analysis Snowflake: Latest news and insights Stay up-to-date on how Snowflake and its underlying architecture has changed how cloud developers, data managers and data scientists approach cloud data management and analytics By Dan Muse Jan 9, 2026 5 mins Cloud Architecture Cloud Computing Cloud Management opinion The hidden devops crisis that AI workloads are about to expose Devops teams that cling to component-level testing and basic monitoring will struggle to keep pace with the data demands of AI. By Joseph Morais Jan 8, 2026 6 mins Artificial Intelligence Devops Generative AI analysis Generative UI: The AI agent is the front end In a new model for user interfaces, agents paint the screen with interactive UI components on demand. Let’s take a look. By Matthew Tyson Jan 7, 2026 8 mins Development Tools Generative AI Libraries and Frameworks analysis What drives your cloud security strategy? As cloud breaches increase, organizations should prioritize skills and training over the latest tech to address the actual root problems. By David Linthicum Jan 6, 2026 5 mins Careers Cloud Security IT Skills and Training interview Generative AI and the future of databases Google Cloud’s lead engineer for databases discusses the challenges of integrating databases and LLMs, the tools needed to overcome these challenges, and how AI-native databases will help bridge the gap. By Martin Heller Jan 6, 2026 14 mins Artificial Intelligence Databases Generative AI opinion How to make AI agents reliable We need to stop trying to build ‘God-tier’ agents that can do everything and start building ‘intern-tier’ agents that do one thing perfectly. By Matt Asay Jan 5, 2026 7 mins Databases Generative AI IT Skills and Training feature InfoWorld’s 2025 Technology of the Year Award winners The InfoWorld Technology of the Year Awards recognize the year’s best and most innovative products in AI, cloud, data analytics, devops, and software development. By InfoWorld Awards Team Dec 15, 2025 48 mins APIs Application Security DevSecOps analysis Back to the future: The most popular JavaScript stories and themes of 2025 The major themes that defined the year behind us will also shape the one ahead. The most-read articles of 2025 tracked a return to simplicity; coalescence on the server side; AI promises (with some delivery); and the steady evolution of the JavaScript specification. By Matthew Tyson Jan 2, 2026 4 mins JavaScript Node.js TypeScript analysis What’s next for Azure containers? More from Mark Russinovich’s Ignite 2025 sessions, detailing software developments that underpin Microsoft’s move to serverless containers. By Simon Bisson Jan 1, 2026 9 mins Kubernetes and Containers Microsoft Azure Serverless Computing opinion How to build RAG at scale Retrieval-augmented generation breaks at scale because organizations treat it like an LLM feature rather than a platform discipline. Enterprises that succeed with RAG rely on a layered architecture. By Ankush Dhar Dec 30, 2025 8 mins Artificial Intelligence Data Architecture Generative AI how-to Intro to Hotwire: HTML over the wire Get started with Hotwire, the HTMX alternative for developing supercharged, responsive web applications. By Matthew Tyson Dec 31, 2025 10 mins HTML JavaScript Web Development Show more Show less View all Dev with Serdar video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Development Tools Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Software Development Technology Industry Spotlight: Setting the 2026 IT agenda Articles Buyer’s Guide Given the rapid pace of technology change today, IT leaders are setting their short-term agendas with agility, flexibility, and tangible business outcomes in mind. This month’s topic leans on Foundry’s original Tech Priorities research and external research, along with conversations with IT leaders to uncover enterprise technology trends for the year ahead. Automating, streamlining, and modernizing IT operations is a must as IT teams struggle with skill and staff shortages and increasing demands. A wide variety of tech vendors have solutions aimed at bring IT operations into the AI age. View All Popular topics Artificial Intelligence analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI news Snowflake to acquire Observe to boost observability in AIops By Anirban Ghoshal Jan 9, 2026 3 mins Artificial Intelligence Software Development View topic Cloud Computing feature What is cloud computing? From infrastructure to autonomous, agentic-driven ecosystems By Dan Muse and Eric Knorr Dec 31, 2025 19 mins Hybrid Cloud IaaS Serverless Computing analysis 2026: The year we stop trusting any single cloud By David Linthicum Dec 30, 2025 6 mins Business Continuity Cloud Architecture Hybrid Cloud feature Understanding AI-native cloud: from microservices to model-serving By Taryn Plumb Dec 29, 2025 11 mins Cloud Architecture Cloud-Native Generative AI View topic Data Management news High severity flaw in MongoDB could allow memory leakage By Lynn Greiner Dec 26, 2025 2 mins Databases NoSQL Databases Vulnerabilities opinion Designing the agent-ready data stack By Tobie Morgan Hitchcock Dec 18, 2025 12 mins Artificial Intelligence Databases Generative AI opinion Before you build your first enterprise AI app By Matt Asay Dec 15, 2025 8 mins Analytics Data Quality Data Science View topic Software Development news Postman snaps up Fern to reduce developer friction around API documentation and SDKs By Anirban Ghoshal Jan 12, 2026 3 mins APIs Software Development news Microsoft open-sources XAML Studio By Paul Krill Jan 8, 2026 1 min Development Tools Integrated Development Environments Visual Studio news AI-built Rue language pairs Rust memory safety with ease of use By Paul Krill Jan 7, 2026 2 mins Generative AI Programming Languages Rust View topic Spotlight Story feature 10 principles for creating a great developer experience Tech leaders who maximize developer satisfaction and minimize frustration reap the rewards in hiring, retaining, and delivering results from their dev teams. By Isaac Sacolick May 6, 2024 12 mins Engineer Software Development Technology Industry Show me more Latest Articles Videos news Databricks says its Instructed Retriever offers better AI answers than RAG in the enterprise By Anirban Ghoshal Jan 8, 2026 5 mins Artificial Intelligence Generative AI news Microsoft acquires Osmos to ease data engineering bottlenecks in Fabric By Anirban Ghoshal Jan 7, 2026 4 mins Analytics Artificial Intelligence Data Engineering news AI won’t replace human devs for at least 5 years By Taryn Plumb Jan 7, 2026 7 mins Artificial Intelligence Developer Roles video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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https://www.jenkins.io/blog/authors/ash-sxn/	The Jenkins Blog Ashutosh Saxena Ashutosh is an IT undergraduate from India. He loves idea of open-source and began his journey with Jenkins during Hacktoberfest 2022. Ashutosh is interested in the field of DevSecOps and is learning new things everyday. He was selected as a Google Summer of Code 2023 contributor to work on the project “Docker-based Jenkins quickstart examples”. Ashutosh is excited to continue his journey in the world of technology and open-source development Docker-based Jenkins quick start examples Table of Contents About the Project Phase 1 Phase 2 Next Steps Acknowledgments Useful Links About the Project The aim of my project was to tackle the challenges and intricacies that users frequently encounter when configuring Jenkins with Docker. The current process comprises numerous daunting steps associated with security risks. My objective was to resolve this issue using Docker Compose by crafting a Docker Compose file and conducting regular testing. Furthermore,... Ashutosh Saxena August 24, 2023 Jenkins in Google Summer of Code Midterm Recap The Jenkins in GSoC program recently reached its midterm milestone for GSoC 2023. This milestone served to assess performance, and precipitate pass/fail decisions. Taking time to evaluate the progress and workflow of the project provides an opportunity to correct course and address underlying issues. Earlier this month, on the Jenkins Online Meetup, GSoC contributors presented midterm status and progress for their projects, below... Ashutosh Saxena Harsh Pratap Singh Jagruti Tiwari Vandit Singh July 22, 2023 Introducing Ashutosh Saxena as the GSoC 2023 Contributor Working on Docker Based Jenkins Quickstart Examples Hello, Jenkins community! I am really excited to be a GSoC 2023 contributor for Docker-based Jenkins quickstart examples project. In this blog post, I will take you through the details of the project in the following: Project Description The Docker-based Jenkins Quickstart Examples project aims to provide a quick and easy way for users to get started with Jenkins using Docker. By providing... Ashutosh Saxena May 26, 2023	2026-01-13T09:29:28
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https://www.infoworld.com/article/2254618/public-cloud-consolidation-requires-an-exit-plan-even-from-the-big-guys.html#icon-circle-xmark	Why you need a cloud computing exit plan \| InfoWorld Topics Latest Newsletters Resources Buyer’s Guides About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Our Network CIO Computerworld CSO Network World More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Close Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back Close Back Close Popular Topics Artificial Intelligence Cloud Computing Data Management Software Development Search Topics Latest Newsletters Resources Buyer’s Guides About Policies Our Network More Back Topics Analytics Artificial Intelligence Generative AI Careers Cloud Computing Data Management Databases Emerging Technology Technology Industry Security Software Development Microsoft .NET Development Tools Devops Open Source Programming Languages Java JavaScript Python IT Leadership Enterprise Buyer’s Guides Back About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Newsletters Contribute to InfoWorld Reprints Back Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Back Our Network CIO Computerworld CSO Network World Back More News Features Blogs BrandPosts Events Videos Enterprise Buyer’s Guides Home Blogs Cloud Insider by David Linthicum You need a cloud exit plan, even for AWS, Google, Microsoft, or IBM analysis Aug 1, 2017 2 mins Business continuity planning was long a staple of IT management; it needs to be one for cloud management as well Credit: Pixabay The cloud computing infrastructure market—IaaS, PaaS, and private hosting—continues to consolidate around the four major providers, as they maintain or even grow market share at the expense of smaller providers. AWS has continued to grow its revenues more rapidly than the overall market. In other words, AWS is the one to beat, and it will likely remain so for sometime. According to Synergy Research Group’s Q2 2017 data, AWS now has 34 percent of the cloud infrastructure market share, followed by Microsoft at 11 percent, IBM at 8 percent, and Google at 5 percent. This latest data underscores a long-term trend of consolidation, and that’s something enterprises need a strategy for. Synergy Research Group If you have picked a weak cloud provider, meaning one that has not established a sustainable market share, you could find your cloud services turned off in a few years. We already saw this happen a few years ago as several smaller IaaS providers left the market a few years ago. And it will happen again. As a result, you could find that that the public cloud services you’ve depended on for years might be shut down without much notice. AWS, Google, IBM, and Microsoft are all well funded companies, so they are not likely to drop public cloud services right away if the going gets rough. But there are no guarantees. Google, for example, could one day decide that its relatively small market share isn’t worth continued investment. So, how do you protect yourself? Watching the market is one way to do it, but it’s impossible to predict the technology market with any degree of certainty.   A better way is to have an exit plan, including which provider to go to, how to migrate your data and applications, what the costs will be, and what the impact will be on your business. Business continuity planning was long a staple of IT management; it needs to be one for cloud management as well. Cloud Computing Related content analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news analysis Snowflake: Latest news and insights By Dan Muse Jan 9, 2026 5 mins Cloud Architecture Cloud Computing Cloud Management analysis What drives your cloud security strategy? By David Linthicum Jan 6, 2026 5 mins Careers Cloud Security IT Skills and Training analysis What’s next for Azure containers? By Simon Bisson Jan 1, 2026 9 mins Kubernetes and Containers Microsoft Azure Serverless Computing Other Sections Resources Videos by David Linthicum Follow David Linthicum on X David S. Linthicum is an internationally recognized industry expert and thought leader. Dave has authored 13 books on computing, the latest of which is An Insider’s Guide to Cloud Computing . Dave’s industry experience includes tenures as CTO and CEO of several successful software companies, and upper-level management positions in Fortune 100 companies. He keynotes leading technology conferences on cloud computing, SOA, enterprise application integration, and enterprise architecture. Dave writes the Cloud Insider blog for InfoWorld. His views are his own. More from this author analysis 2026: The year we stop trusting any single cloud Dec 30, 2025 6 mins analysis When is an AI agent not really an agent? Dec 23, 2025 7 mins analysis Why your next cloud bill could be a trap Dec 19, 2025 7 mins analysis AWS AI Factories: Innovation or complication? Dec 16, 2025 6 mins analysis AWS finally listened to its customers Dec 12, 2025 5 mins analysis The hidden cost of Amazon Nova 2 Dec 9, 2025 6 mins analysis Local clouds shape Europe’s AI future Dec 5, 2025 5 mins analysis The ripple effects of a VPN ban Dec 2, 2025 5 mins Show me more Popular Articles Videos analysis Which development platforms and tools should you learn now? By Isaac Sacolick Jan 13, 2026 8 mins Development Tools Devops Generative AI news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development video How to generate C-like programs with Python Dec 16, 2025 5 mins Python video Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python video Python vs. Kotlin Nov 13, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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https://www.jenkins.io/blog/authors/harsh-ps-2003/	The Jenkins Blog Harsh Pratap Singh Harsh is currently an undergrad at the Indian Institute of Technology, Kanpur, who is passionate about Distributed Systems, Applied Cryptography and Secure Machine Learning. He is an avid open-source contributor and is inspired by the idea of developing useful open-source software for the masses to use. Other than software development, his interest lies in economics, philosophy, and psychology. He was a Jenkins Google Summer of Code (GSoC) contributor in 2023, participating in the GitLab Plugin Modernization project. He started his journey of contributing to Jenkins in February 2023 and got hooked since. He is also a maintainer of GitLab Plugin . Learn more about him from his personal website . GSoC GitLab Plugin Modernization Project The goal of this blog is to showcase the work done on GitLab Plugin during the Google Summer of Code 2023. For a detailed description of the project, please refer to the project page. Overview About Project Coding Phase 1 Coding Phase 2 Future Improvements Acknowledgments Useful Links About Project Plugins grow old and become difficult to maintain with time. GitLab Plugin was one such plugin that needed some love and... Harsh Pratap Singh August 24, 2023 Jenkins in Google Summer of Code Midterm Recap The Jenkins in GSoC program recently reached its midterm milestone for GSoC 2023. This milestone served to assess performance, and precipitate pass/fail decisions. Taking time to evaluate the progress and workflow of the project provides an opportunity to correct course and address underlying issues. Earlier this month, on the Jenkins Online Meetup, GSoC contributors presented midterm status and progress for their projects, below... Ashutosh Saxena Harsh Pratap Singh Jagruti Tiwari Vandit Singh July 22, 2023 Introducing Harsh Pratap Singh as the GSoC 2023 Contributor working on GitLab Plugin Modernization This is Harsh Pratap Singh, an Open source enthusiast, who is currently in his freshman year exploring different technologies related to DevSecOps and Blockchain. I am curious and passionate about automation thus Jenkins is my goto Open Source organization for Google Summer of Code. This is my first time contributing to Open Source and I am already loving it. I am fortunate enough... Harsh Pratap Singh May 18, 2023	2026-01-13T09:29:28
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By Serdar Yegulalp Jan 9, 2026 2 mins Programming Languages Python Software Development news Microsoft open-sources XAML Studio Forthcoming update of the rapid prototyping tool for WinUI developers, now available on GitHub, adds a new Fluent UI design, folder support, and a live properties panel. By Paul Krill Jan 8, 2026 1 min Development Tools Integrated Development Environments Visual Studio opinion The hidden devops crisis that AI workloads are about to expose Devops teams that cling to component-level testing and basic monitoring will struggle to keep pace with the data demands of AI. By Joseph Morais Jan 8, 2026 6 mins Artificial Intelligence Devops Generative AI news AI-built Rue language pairs Rust memory safety with ease of use Developed using Anthropic’s Claude AI model, the new language is intended to provide memory safety without garbage collection while being easier to use than Rust and Zig. By Paul Krill Jan 7, 2026 2 mins Generative AI Programming Languages Rust brandpost Sponsored by Intel Introducing the Redis/Intel Benchmarks Specification for Performance Testing, Profiling, and Analysis Redis and Intel are collaborating on a “zero-touch” performance and profiling automation to scale Redis’s ability to pursue performance regressions and improve database code efficiency. By Filipe Oliveira and Martin Dimitrov Feb 21, 2023 8 mins Build Automation analysis Generative UI: The AI agent is the front end In a new model for user interfaces, agents paint the screen with interactive UI components on demand. Let’s take a look. By Matthew Tyson Jan 7, 2026 8 mins Development Tools Generative AI Libraries and Frameworks opinion What the loom tells us about AI and coding Like the loom, AI may turn the job market upside down. And enable new technologies and jobs that we simply can’t predict. 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By Paul Krill Jan 5, 2026 4 mins C# Java JavaScript feature 6 incredibly hyped software trends that failed to deliver In hindsight, what were we thinking? By Bill Doerrfeld Jan 5, 2026 13 mins Big Data Blockchain Technology Industry analysis Back to the future: The most popular JavaScript stories and themes of 2025 The major themes that defined the year behind us will also shape the one ahead. The most-read articles of 2025 tracked a return to simplicity; coalescence on the server side; AI promises (with some delivery); and the steady evolution of the JavaScript specification. By Matthew Tyson Jan 2, 2026 4 mins JavaScript Node.js TypeScript news Critical vulnerability in IBM API Connect could allow authentication bypass Rated 9.8 out of 10 in severity, the flaw could allow a remote attacker to gain unauthorized access to applications. By Lynn Greiner Dec 31, 2025 5 mins Artificial Intelligence Development Tools Security Show more Show less View all Video on demand video How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. 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https://www.linkedin.com/products/categories/user-and-entity-behavior-analytics-software	Best User &amp; Entity Behavior Analytics (UEBA) Software \| Products \| LinkedIn Skip to main content LinkedIn Expand search This button displays the currently selected search type. When expanded it provides a list of search options that will switch the search inputs to match the current selection. Jobs People Learning Clear text Clear text Clear text Clear text Clear text Join now Sign in Clear text Used by Used by Chief Information Security Officer (8) Cyber Security Analyst (4) Chief Technology Officer (3) Chief Security Officer (3) Information Technology Consultant (2) See all products Find top products in User & Entity Behavior Analytics (UEBA) Software category Software used to identify external cyber threats and malicious insider activity with continuous monitoring of behavior in a network. - Model baseline user and systems behavior using machine learning tools - Integrate existing security systems and receive alerts when activity deviates from baseline - Automate incident response to mitigate threats in real time - View historical activity timelines to conduct forensic incident reviews 30 results Citrix Analytics for Security User & Entity Behavior Analytics (UEBA) Software by Citrix To protect your intellectual property, you need to keep assets and employees secure. The Citrix platform seamlessly integrates with your existing landscape and shares insights and data with existing 3rd party SIEM solutions. Citrix Analytics for Security automatically discovers and offers to integrate available data sources, such as Citrix DaaS and Citrix Secure Private Access, to unmatched time to value compared to other solutions on the market. In addition, uberAgent monitoring delivers insights and visibility into physical and virtual client and server operating systems with a lightweight agent. Built into the Citrix platform, the granular analysis of application processes, web apps, network, and operating system metrics equip SOC teams and threat hunters with the insights they need. View product Splunk User Behavior Analytics User & Entity Behavior Analytics (UEBA) Software by Splunk Protect against insider threats using machine learning. Splunk User Behavior Analytics (UBA) delivers the insights you need to find unknown threats and anomalous behavior. View product Teramind User & Entity Behavior Analytics (UEBA) Software by Teramind Trust Teramind's User & Entity Behavior Analytics (UEBA) software to track all user actions from website visits to file transfers. View product DTEX InTERCEPT Platform User & Entity Behavior Analytics (UEBA) Software by DTEX DTEX InTERCEPT™ is a first-of-its-kind solution that consolidates the essential elements of DLP, UBA and UAM in a single light-weight platform to detect and mitigate insider risks well before data loss occurs. Combining AI/ML with behavioral indicators, DTEX enables proactive insider risk management at scale without sacrificing employee privacy or network performance. Only DTEX InTERCEPT delivers the context and intelligence that answers the Who, What, When, Where and How related to any potential insider threat situation, compromised account event or data loss scenario. Experience DTEX InTERCEPT today and start securing your workforce. View product Quantum Armor - Attack Surface Management User & Entity Behavior Analytics (UEBA) Software by Silent Breach With an abundance of data and systems, many IT departments are left treading water, with limited resources leftover to launch proactive campaigns. This is why we developed Quantum Armor, an attack surface management platform which combines: - Dynamic infrastructure and IoT monitoring - Cloud auditing - Threat intelligence It’s like having a state-of-the-art surveillance system and security team working for you around the clock. With a tactical understanding of your actual security risks, Quantum Armor frees you up to focus on the real threats. ✓ Our fully agentless solution is ready to go within an hour. No downloads or installations necessary. ✓ A 30-day free trial along with unlimited onboarding support from a dedicated account manager. No payment details necessary. ✓ Dynamic visualizations of your attack surface exposure, along with identified vulnerabilities, suspicious activity, and customized mitigation planning. ✓ Daily intelligence reports directly to your inbox. View product Find products trusted by professionals in your network See which products are used by connections in your network and those that share similar job titles Sign in to view full insights Cyber Triage User & Entity Behavior Analytics (UEBA) Software by Cyber Triage The Only Digital Forensics Tool You Need For Incident Response. Complete threat investigation done for you with speed, accuracy, and simplicity. Cyber Triage makes your investigations more efficient using automated scoring and recommendations. If you are a SOC analyst, consultant, or law enforcement officer, Cyber Triage will maximize the artifacts per second that you process and ensure you get the attackers out quickly. View product Teramind \| UAM User & Entity Behavior Analytics (UEBA) Software by Teramind User Behavior Analytics, Productivity Optimization & Insider Threat Detection in a Single Platform. View product Behavioural Biometrics User & Entity Behavior Analytics (UEBA) Software by Facephi Behavioural Biometrics applies advanced artificial intelligence to anticipate digital fraud, analysing more than 3,000 signals to generate unique behavioural profiles. This allows you to reduce false positives and focus resources on real threats. It also identifies mule accounts to prevent financial crimes. Main use cases: - Account TakeOver (ATO) Protection - Advanced analysis and fraud detection in New Account Opening (NAF) - Defence against deepfakes and other synthetic identities - Intelligent detection of cyber threats and other scams View product OTRACKER User & Entity Behavior Analytics (UEBA) Software by ONPASSIVE Make the most of your web analytics with AI-driven insights. From lightning-fast results to accurate geolocation data, our tool empowers you with valuable insights for effective decision-making. Embrace the power of O-Tracker today and unlock a world of possibilities for your business. View product Securonix - Next-Generation SIEM User & Entity Behavior Analytics (UEBA) Software by Safe Project (Pvt) Ltd. The Securonix platform delivers positive security outcomes with zero infrastructure to manage. It provides analytics-driven next-generation SIEM, UEBA, and security data lake capabilities as a pure cloud solution, without compromise. Built on an open big data platform, Securonix Next-Gen SIEM provides unlimited scalability and log management, behavior analytics-based advanced threat detection, and automated incident response on a single platform. Customers use it to address their insider threat, cyber threat, cloud security, and application security monitoring requirements. 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https://www.atlassian.com/ja/blog/team-25-europe-founder-update	チームの働き方を変革するAI：Team ’25 Europe発表まとめ \| Atlassian Japan 公式ブログ \| アトラシアン株式会社 Skip to content Atlassian Japan 公式ブログ \| アトラシアン株式会社 Search for: Search チームの働き方を変革するAI：Team ’25 Europe発表まとめ 2025年10月08日 Mike Cannon-Brookes 共同創業者兼CEO Share Rovo：あらゆる知識をつなぎ、すべてのチームを支えるAI Atlassian Software Collectionのご紹介 Atlassian Service Collectionのご紹介バルセロナへようこそ！満席となったTeam '25 Europeイベントの現地から、その熱気をお届けします。AIはこれまでにない形でチームワークを変えつつあり、まさに時代の転換点を迎えています。私たちは、AIと協働するチームこそが企業の最大の競争力になると信じており、そのインパクトをお客様に実感いただけるよう、今まさに新しい価値を提供しています。ちょうど1年前、同じバルセロナのステージでRovoの一般提供を発表しました。RovoはアトラシアンのAIであり、知識・人・ワークフローをつなげ、チームのスピードを加速させます。現在、アトラシアンのAI機能は300万人以上に利用され、Rovo Chatの利用は過去6か月で50倍以上に増加。Rovoエージェントはすでに240万件以上の業務ワークフローを自動化しています。「RovoをAtlassianや社内システムと連携させることで、3万5千人の従業員が自然言葉で質問し、すぐに答えを得られるようになりました。専門家の時間を有効活用でき、知識へのアクセスも簡単になり、より高品質なプロダクトをよりスピーディーに提供できています。」 — メルセデス・ベンツプロダクトマネージャー Tobias Langjahr 氏多くの組織がAIによる部分的な生産性向上にとどまる中、Rovoは例外です。Rovoはサイロ化を排除し、すべての業務アプリと連携。Teamwork Graphによって組織全体の知識を活用し、個人やチームだけでなく、全社の変革を加速します。多くのお客様にAIビジョンをご支持いただき、私たちはさらに前進しています。Rovoには新たなAIスキルや機能が続々と追加され、日々の業務を変革しています。また、今年初めに発表したTeamwork CollectionやStrategy Collectionに加え、Software CollectionとService Collectionも新たに登場。今後10年の競争力を支える「AIを組み込んだ業務基盤」を構築しています。 Rovo：あらゆる知識をつなぎ、すべてのチームを支えるAI Rovoは、あらゆるチーム、あらゆる業務シーンに組み込まれ、組織が持つすべての知識とつながるAIです。年内にはすべての有料サブスクリプションユーザーにご利用いただけるようになる予定です。さらに、 Rovoモバイルアプリも間もなく登場し、Atlassian製品未導入のチームでも、1ユーザーあたり月額5ドルでご利用いただけるようになります。 Rovoはさらに進化を続けています： Rovo Search ：アンケートに答えたRovoユーザーの78％が「他ツールより精度が高い」と評価した検索機能が、まもなくJiraの標準検索機能になります。来年初めまでに全ユーザーに展開予定です。 Rovo Chat ：記憶機能やリアルタイムコラボレーション、100種類以上の「スキル」（Atlassianやパートナー、顧客による拡張機能）を追加。チャットやエージェント、AIワークフローで活用できます。 Rovo Studio ：誰でも安全かつ本番環境で使えるエージェントやForgeアプリを、Atlassianツール上で簡単に構築可能に。 Rovoに関する詳細は、こちらから確認いただけます。 Atlassian Software Collectionのご紹介新たに登場した Software Collection は、AIを活用したアプリと実用的なインサイトを、ソフトウェア開発ライフサイクル(SDLC)全体にわたって提供します。 Rovo Dev、Bitbucket、Pipelines、Compass、そして新たに加わったDXを含み、エンジニアリングリーダーが「どこで・なぜチームが停滞しているのか」「AI投資が成果につながっているか」を可視化できるように設計されています。コレクションの一部として、 Rovo Devが一般提供開始となりました。これにより、計画立案、コーディング、レビュー、大規模な定型作業の自動化まで、幅広くご活用いただけます。 Rovo Devは、ソフトウェア開発ライフサイクル全体における摩擦を取り除き、コード品質を向上させ、開発者が集中して作業できる環境を維持することで、開発プロセス全体のスピードを加速します。 Software Collectionに関する詳細は、こちらをご覧ください。 Atlassian Service Collectionのご紹介 Service Collection は、Jira Service Management、Customer Service Management、Assetsをひとつにまとめ、AIエージェントと組み合わせた新しいサービス管理ソリューションです。これらの主要なアプリケーションをセットでご提供することで、よりスマートで迅速なサービスを実現し、インシデントの予防や対応をサポートします。サービスの安定稼働を維持し、お客様や従業員が必要なときに必要なサポートを受けられる環境を提供します。 Service Collectionに関する詳細は、こちらをご覧ください。アトラシアンのミッションは、「すべてのチームの可能性を解き放つ」ことです。そして今、そのミッションへの思いはこれまで以上に強くなっています。こうした瞬間こそが、私たちがものづくりに取り組む理由です。AI時代において、世界中の30万の組織と何百万ものチームの「働き方」を新たに描き直す――その機会が、今ここにあります。バルセロナ現地、またはオンラインでご参加いただいたお客様、そしてイベントを支えてくださったアトラシアンの仲間やパートナー、スポンサーの皆様に心より感謝申し上げます。 Mike Cannon-Brookes 共同創業者兼CEO 共同創業者兼最高経営責任者アトラシアン株式会社コーポレートサイトチームの教科書 Atlassian Notice at Collection プライバシーポリシー利用規約 © Copyright 2026 製品情報を見る > Subscribe to the Developer Newsletter Email *	2026-01-13T09:29:28
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The new PythoC project has a unique twist on working with both languages: it lets you write type-decorated Python that can generate entire standalone C programs, not just importable Python libraries written in C. This video shows a few basic PythoC functions, from generating a whole program to using some of PythoC’s typing features to provide better memory management than C alone could. Dec 16, 2025 5 mins Python Zed Editor Review: The Rust-Powered IDE That Might Replace VS Code Dec 3, 2025 5 mins Python Python vs. Kotlin Nov 13, 2025 5 mins Python Hands-on with the new sampling profiler in Python 3.15 Nov 6, 2025 6 mins Python See all videos Explore a topic Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages View all topics All topics Close Browse all topics and categories below. Analytics Artificial Intelligence Careers Cloud Computing Data Management Databases Devops Emerging Technology Generative AI Java JavaScript Microsoft .NET Open Source Programming Languages Python Security Software Development Technology Industry Show me more Latest Articles Videos analysis Why hybrid cloud is the future of enterprise platforms By David Linthicum Jan 13, 2026 4 mins Artificial Intelligence Cloud Architecture Hybrid Cloud news Oracle unveils Java development plans for 2026 By Paul Krill Jan 12, 2026 3 mins Java Programming Languages Software Development news AI is causing developers to abandon Stack Overflow By Mikael Markander Jan 12, 2026 2 mins Artificial Intelligence Generative AI Software Development video How to make local packages universal across Python venvs Nov 4, 2025 4 mins Python video X-ray vision for your async activity in Python 3.14 Oct 21, 2025 4 mins Python video Why it's so hard to redistribute standalone Python apps Oct 17, 2025 5 mins Python About About Us Advertise Contact Us Editorial Ethics Policy Foundry Careers Reprints Newsletters BrandPosts Policies Terms of Service Privacy Policy Cookie Policy Copyright Notice Member Preferences About AdChoices Your California Privacy Rights Privacy Settings Our Network CIO Computerworld CSO Network World Facebook X YouTube Google News LinkedIn © 2026 FoundryCo, Inc. 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