# Talk

Published articles for Talk.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## SymfonyCon Warsaw 2026: Headless vs Monolith: The Final Battle

DevFeed: [SymfonyCon Warsaw 2026: Headless vs Monolith: The Final Battle](<https://devfeed.tech/articles/symfonycon-warsaw-2026-headless-vs-monolith-the-final-battle-108365.md>)

Original publisher: [Read original article](<https://symfony.com/blog/symfonycon-warsaw-2026-headless-vs-monolith-the-final-battle>)

Author: Mélyne FREUZE

Published: 2026-10-30T13:30:00Z

Content type: news

Language: en

Sources: [Symfony](<https://devfeed.tech/sources/symfony-blog.md>)

Topics: [Symfony](<https://devfeed.tech/topics/symfony.md>), [modular-monolith](<https://devfeed.tech/topics/modular-monolith.md>), [Full Stack Development](<https://devfeed.tech/topics/full-stack-development.md>), [it modernization](<https://devfeed.tech/topics/it-modernization.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [3](<https://devfeed.tech/tags/3.md>), [about](<https://devfeed.tech/tags/about.md>), [all](<https://devfeed.tech/tags/all.md>), [announcement](<https://devfeed.tech/tags/announcement.md>), [backend](<https://devfeed.tech/tags/backend.md>), [community](<https://devfeed.tech/tags/community.md>), [headless](<https://devfeed.tech/tags/headless.md>), [international](<https://devfeed.tech/tags/international.md>), [let-s](<https://devfeed.tech/tags/let-s.md>), [monolith](<https://devfeed.tech/tags/monolith.md>), [people](<https://devfeed.tech/tags/people.md>), [php](<https://devfeed.tech/tags/php.md>), [poland](<https://devfeed.tech/tags/poland.md>), [speaker](<https://devfeed.tech/tags/speaker.md>), [symfony](<https://devfeed.tech/tags/symfony.md>), [talk](<https://devfeed.tech/tags/talk.md>), [up](<https://devfeed.tech/tags/up.md>), [vs](<https://devfeed.tech/tags/vs.md>), [warsaw](<https://devfeed.tech/tags/warsaw.md>)

### AI overview

The talk argues Symfony teams do not have to choose only between a server-rendered monolith and a fully headless application. It will compare them in an e-commerce context across SEO, performance, responsiveness, frontend flexibility, team workflow, deployment complexity, multiple-repository maintenance, and long-term cost, without declaring one universal winner. The proposed middle ground uses Symfony UX, Live Components, Twig Components, and React or Vue components within Twig to add interactivity where useful while retaining a traditional Symfony application's productivity and SEO advantages. The speaker says he will share lessons from implementing this approach at Sylius and offer a framework for deciding when to use a monolith, headless, or hybrid architecture.

### Source excerpt

Let's meet up in Poland! SymfonyCon Warsaw 2026 brings the international PHP and Symfony community together on November 26-27. Come for the 3 talk tracks, stay for the people. 🎤 Speaker announcement Mark your calendars for Gracjan Józefczyk, Backend...

## Vintage phone AI assistant

DevFeed: [Vintage phone AI assistant](<https://devfeed.tech/articles/vintage-phone-ai-assistant-106868.md>)

Original publisher: [Read original article](<https://blog.adafruit.com/2026/10/29/vintage-phone-ai-assistant/>)

Author: Anne Barela

Published: 2026-10-29T21:29:29Z

Content type: article

Language: en

Sources: [Adafruit Industries](<https://devfeed.tech/sources/adafruit-industries-makers-hackers-artists-designers-and-engineers.md>)

Topics: [smart speaker](<https://devfeed.tech/topics/smart-speaker.md>), [Chat Bot](<https://devfeed.tech/topics/chatbot.md>), [Retrocomputing](<https://devfeed.tech/topics/retrocomputing.md>), [coding assistant](<https://devfeed.tech/topics/coding-assistant.md>), [input](<https://devfeed.tech/topics/input.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-assistant](<https://devfeed.tech/tags/ai-assistant.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [build](<https://devfeed.tech/tags/build.md>), [gemini](<https://devfeed.tech/tags/gemini.md>), [google](<https://devfeed.tech/tags/google.md>), [google-gemini](<https://devfeed.tech/tags/google-gemini.md>), [gpio](<https://devfeed.tech/tags/gpio.md>), [hackster](<https://devfeed.tech/tags/hackster.md>), [handset](<https://devfeed.tech/tags/handset.md>), [history](<https://devfeed.tech/tags/history.md>), [inside](<https://devfeed.tech/tags/inside.md>), [original](<https://devfeed.tech/tags/original.md>), [pcb](<https://devfeed.tech/tags/pcb.md>), [phone](<https://devfeed.tech/tags/phone.md>), [pi](<https://devfeed.tech/tags/pi.md>), [raspberry](<https://devfeed.tech/tags/raspberry.md>), [raspberry-pi](<https://devfeed.tech/tags/raspberry-pi.md>), [reverse-engineering](<https://devfeed.tech/tags/reverse-engineering.md>), [rotary-phone](<https://devfeed.tech/tags/rotary-phone.md>), [switch](<https://devfeed.tech/tags/switch.md>), [talk](<https://devfeed.tech/tags/talk.md>), [vintage](<https://devfeed.tech/tags/vintage.md>), [vintage-computing](<https://devfeed.tech/tags/vintage-computing.md>), [voice](<https://devfeed.tech/tags/voice.md>)

### AI overview

Ramazan Eren Arslan converted a Deutsche Bundespost FeTAp 791 rotary phone into a voice assistant: lifting the handset activates a Raspberry Pi 3B, which sends speech to Google Gemini and plays its response through the original earpiece. The hook switch connects to GPIO 17; rotary dial pulses reach GPIO 22, and dialing selects the assistant language. Audio uses a USB sound card. Although Arslan expected the carbon microphone to be incompatible with a sound card designed for electret microphones, both the microphone and speaker worked when connected directly. Audio quality is poor, which he accepts as part of the nostalgic effect. He also cautions that AI contributed much of the code and documentation, so bugs are likely.

### Source excerpt

Ramazan Eren Arslan turned a Deutsche Bundespost FeTAp 791 rotary telephone into a voice assistant, with the build documented on Hackster.io. Lift the handset and talk, and Google Gemini answers through the original earpiece. A Raspberry Pi 3B sits inside the phone where the original PCB used to be. The hook switch wires to GPIO [...]

## SymfonyCon Warsaw 2026: Symfony Mate: From Hallway Idea to Daily Driver

DevFeed: [SymfonyCon Warsaw 2026: Symfony Mate: From Hallway Idea to Daily Driver](<https://devfeed.tech/articles/symfonycon-warsaw-2026-symfony-mate-from-hallway-idea-to-daily-driver-106376.md>)

Original publisher: [Read original article](<https://symfony.com/blog/symfonycon-warsaw-2026-symfony-mate-from-hallway-idea-to-daily-driver>)

Author: Mélyne FREUZE

Published: 2026-10-29T13:30:00Z

Content type: news

Language: en

Sources: [Symfony](<https://devfeed.tech/sources/symfony-blog.md>)

Topics: [Symfony](<https://devfeed.tech/topics/symfony.md>), [Tool](<https://devfeed.tech/topics/tool.md>)

Tags: [2025](<https://devfeed.tech/tags/2025.md>), [2026](<https://devfeed.tech/tags/2026.md>), [3](<https://devfeed.tech/tags/3.md>), [about](<https://devfeed.tech/tags/about.md>), [announcement](<https://devfeed.tech/tags/announcement.md>), [community](<https://devfeed.tech/tags/community.md>), [core](<https://devfeed.tech/tags/core.md>), [daily](<https://devfeed.tech/tags/daily.md>), [driver](<https://devfeed.tech/tags/driver.md>), [idea](<https://devfeed.tech/tags/idea.md>), [international](<https://devfeed.tech/tags/international.md>), [let-s](<https://devfeed.tech/tags/let-s.md>), [people](<https://devfeed.tech/tags/people.md>), [php](<https://devfeed.tech/tags/php.md>), [poland](<https://devfeed.tech/tags/poland.md>), [speaker](<https://devfeed.tech/tags/speaker.md>), [symfony](<https://devfeed.tech/tags/symfony.md>), [talk](<https://devfeed.tech/tags/talk.md>), [up](<https://devfeed.tech/tags/up.md>), [warsaw](<https://devfeed.tech/tags/warsaw.md>)

### AI overview

Mate is presented as a way to give coding agents insight into a running Symfony application. In his SymfonyCon Warsaw 2026 talk, Johannes Wachter will explain its principles and demo it, including two changes since SymfonyLive Berlin: Mate replaced its MCP server with a native CLI after measuring how agents discover and use tools, and Agent Skills now ship with the packages they belong to so bundle builders can teach agents how to use them. The announcement says he will also discuss wrong turns; it does not detail the measurements or specific limitations.

### Source excerpt

Let's meet up in Poland! SymfonyCon Warsaw 2026 brings the international PHP and Symfony community together on November 26-27. Come for the 3 talk tracks, stay for the people. 🎤 Speaker announcement Mark your calendars for Johannes Wachter, Core...

## Historical www-talk archives made complete

DevFeed: [Historical www-talk archives made complete](<https://devfeed.tech/articles/historical-www-talk-archives-made-complete-105832.md>)

Original publisher: [Read original article](<https://www.w3.org/blog/2026/historical-www-talk-archives-made-complete/>)

Author: Gerald Oskoboiny, Principal DevOps Engineer

Published: 2026-10-28T14:07:00Z

Content type: news

Language: en

Sources: [W3C](<https://devfeed.tech/sources/w3c-blog.md>)

Topics: [Self Hosted Archiving and Digital Preservation (DP)](<https://devfeed.tech/topics/self-hosted-archiving-and-digital-preservation-dp.md>), [Web](<https://devfeed.tech/topics/web.md>), [W3C](<https://devfeed.tech/topics/w3c.md>), [releases](<https://devfeed.tech/topics/releases.md>), [Forms](<https://devfeed.tech/topics/forms.md>), [web graphics](<https://devfeed.tech/topics/web-graphics.md>)

Tags: [announce](<https://devfeed.tech/tags/announce.md>), [announcement](<https://devfeed.tech/tags/announcement.md>), [apache](<https://devfeed.tech/tags/apache.md>), [archive](<https://devfeed.tech/tags/archive.md>), [blogs](<https://devfeed.tech/tags/blogs.md>), [bugs](<https://devfeed.tech/tags/bugs.md>), [cern](<https://devfeed.tech/tags/cern.md>), [community](<https://devfeed.tech/tags/community.md>), [complete](<https://devfeed.tech/tags/complete.md>), [consensus](<https://devfeed.tech/tags/consensus.md>), [content](<https://devfeed.tech/tags/content.md>), [contents](<https://devfeed.tech/tags/contents.md>), [contribute](<https://devfeed.tech/tags/contribute.md>), [development](<https://devfeed.tech/tags/development.md>), [list](<https://devfeed.tech/tags/list.md>), [messages](<https://devfeed.tech/tags/messages.md>), [october](<https://devfeed.tech/tags/october.md>), [systems](<https://devfeed.tech/tags/systems.md>), [talk](<https://devfeed.tech/tags/talk.md>), [the-web](<https://devfeed.tech/tags/the-web.md>), [w3c](<https://devfeed.tech/tags/w3c.md>), [web](<https://devfeed.tech/tags/web.md>)

### AI overview

W3C completed its www-talk archives by reconstructing messages from 1993 through February 1995, a period previously missing because no reliable complete copy existed. The team analyzed and combined partial copies, reformatted them for its archive software, regenerated the web archive, and added redirects to preserve existing links. The restored messages offer a record of early Web development, including discussions of HTML forms and the IMG tag, browsers such as Mosaic and Lynx, CGI, robot identification and exclusion, security, and URI standards. The excerpt names notable threads but does not provide their full contents.

### Source excerpt

W3C's archives of the www-talk mailing list are now complete, back to its creation in October 1991. This post lists some of the more interesting messages in the early development of the Web.

## New OpenSSF Tech Talk: How Upstream Contribution Minimizes Technical Debt & Streamlines CRA Reporting

DevFeed: [New OpenSSF Tech Talk: How Upstream Contribution Minimizes Technical Debt & Streamlines CRA Reporting](<https://devfeed.tech/articles/new-openssf-tech-talk-how-upstream-contribution-minimizes-technical-debt-streamlines-cra-reporting-98474.md>)

Original publisher: [Read original article](<https://openssf.org/blog/2026/10/23/new-openssf-tech-talk-how-upstream-contribution-minimizes-technical-debt-streamlines-cra-reporting/>)

Author: OpenSSF

Published: 2026-10-23T19:46:03Z

Content type: release

Language: en

Sources: [Open Source Security Foundation](<https://devfeed.tech/sources/open-source-security-foundation.md>)

Topics: [open-source-security](<https://devfeed.tech/topics/open-source-security.md>), [cyber resilience act](<https://devfeed.tech/topics/cyber-resilience-act.md>), [Tech Debt](<https://devfeed.tech/topics/tech-debt.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [openssf](<https://devfeed.tech/topics/openssf.md>), [Dependency management](<https://devfeed.tech/topics/dependency-management.md>)

Tags: [blog](<https://devfeed.tech/tags/blog.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [contribution](<https://devfeed.tech/tags/contribution.md>), [cra](<https://devfeed.tech/tags/cra.md>), [cyber-resilience-act](<https://devfeed.tech/tags/cyber-resilience-act.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [openssf](<https://devfeed.tech/tags/openssf.md>), [openssf-community](<https://devfeed.tech/tags/openssf-community.md>), [reporting](<https://devfeed.tech/tags/reporting.md>), [security](<https://devfeed.tech/tags/security.md>), [talk](<https://devfeed.tech/tags/talk.md>), [tech-talk](<https://devfeed.tech/tags/tech-talk.md>), [technical-debt](<https://devfeed.tech/tags/technical-debt.md>), [upstream](<https://devfeed.tech/tags/upstream.md>), [vulnerability-management](<https://devfeed.tech/tags/vulnerability-management.md>)

### AI overview

The webinar promotes an upstream-first approach to reduce the maintenance burden of private OSS forks and support CRA vulnerability management. Its text cites an average of 5,160 labor hours per release cycle spent on fork maintenance and engineering overhead, and claims active OSS contribution can yield 2x-5x ROI. Topics include OpenSSF upstream/downstream collaboration for vulnerability management and patching, Ericsson's implementation experience, and ActiveState strategies for automated dependency management and securing OSS pipelines. These are advertised discussion topics and claims; the supplied text does not establish their results or describe the guidelines in detail.

### Source excerpt

Maintaining private forks of open source software (OSS) comes with a hidden tax, costing organizations an average of 5,160 labor hours per release cycle in maintenance and engineering overhead. Beyond the accumulating technical debt and security risks, passive open source consumption is no longer sustainable under emerging regulatory frameworks like the Cyber Resilience Act (CRA), which imposes strict security and vulnerability management mandates.

## Composio puts Jev in front of every agent action

DevFeed: [Composio puts Jev in front of every agent action](<https://devfeed.tech/articles/composio-puts-jev-in-front-of-every-agent-action-97797.md>)

Original publisher: [Read original article](<https://jevdaily.com/issues/2026-10-23>)

Author: Jev Daily

Published: 2026-10-23T17:00:00Z

Content type: release

Language: en

Sources: [Jev Daily](<https://devfeed.tech/sources/jev-daily.md>)

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Agent Harness](<https://devfeed.tech/topics/agent-harness.md>), [Multi Agent Systems](<https://devfeed.tech/topics/multi-agent-systems.md>), [Claude](<https://devfeed.tech/topics/claude.md>)

Tags: [actions](<https://devfeed.tech/tags/actions.md>), [agent](<https://devfeed.tech/tags/agent.md>), [agents](<https://devfeed.tech/tags/agents.md>), [built-with-it](<https://devfeed.tech/tags/built-with-it.md>), [composio](<https://devfeed.tech/tags/composio.md>), [decision-models](<https://devfeed.tech/tags/decision-models.md>), [firewall](<https://devfeed.tech/tags/firewall.md>), [harness](<https://devfeed.tech/tags/harness.md>), [information](<https://devfeed.tech/tags/information.md>), [jev](<https://devfeed.tech/tags/jev.md>), [language-models](<https://devfeed.tech/tags/language-models.md>), [models](<https://devfeed.tech/tags/models.md>), [prompt-injection](<https://devfeed.tech/tags/prompt-injection.md>), [routing](<https://devfeed.tech/tags/routing.md>), [simple](<https://devfeed.tech/tags/simple.md>), [small](<https://devfeed.tech/tags/small.md>), [small-language-models](<https://devfeed.tech/tags/small-language-models.md>), [small-models](<https://devfeed.tech/tags/small-models.md>), [sydney](<https://devfeed.tech/tags/sydney.md>), [talk](<https://devfeed.tech/tags/talk.md>), [writing-criteria](<https://devfeed.tech/tags/writing-criteria.md>)

### AI overview

Composio Firewall evaluates agent actions before execution using Jev and small language models tuned on Composio usage data. It checks both outgoing actions and information returned through Composio, aiming to catch prompt injection, and is live for all Composio developers. Separately, Sanity built an internal harness for employees to create bespoke agents, with Jev handling routing; its builder reports that it has worked pretty well so far. Sydney Runkle's advice on agent decision models was to start with simple, inexpensive models and use an advanced model only when the task needs one.

### Source excerpt

Composio now runs every action an agent takes through Jev and its own tuned small models before it executes, and published no latency or cost figures for the...

## Hacking Workshop for November 2026

DevFeed: [Hacking Workshop for November 2026](<https://devfeed.tech/articles/hacking-workshop-for-november-2026-87712.md>)

Original publisher: [Read original article](<https://rhaas.blogspot.com/2026/10/hacking-workshop-for-november-2026.html>)

Author: Robert Haas (noreply@blogger.com)

Published: 2026-10-15T17:04:53Z

Content type: article

Language: en

Sources: [Robert Haas](<https://devfeed.tech/sources/robert-haas.md>)

Topics: [Hacking](<https://devfeed.tech/topics/hacking.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [hacking](<https://devfeed.tech/tags/hacking.md>), [mentoring](<https://devfeed.tech/tags/mentoring.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [scheduled](<https://devfeed.tech/tags/scheduled.md>), [sessions](<https://devfeed.tech/tags/sessions.md>), [sign-up](<https://devfeed.tech/tags/sign-up.md>), [talk](<https://devfeed.tech/tags/talk.md>), [time](<https://devfeed.tech/tags/time.md>), [workshop](<https://devfeed.tech/tags/workshop.md>)

### AI overview

The November 2026 monthly hacking workshop will feature Álvaro Herrera discussing table repacking. Participants can sign up for one of the offered sessions; the organizer schedules sessions based on attendees' availability and sends calendar and Zoom invitations.

### Source excerpt

Álvaro Herrera will be joining us in November to discuss, when our monthly hacking workshop will cover Table repacking, done right. If you're interesting in joining us, please sign up using this form and I will send you an invite to one of the sessions.Read more "

## Getting off the Modernization Treadmill: Build accessible, resilient websites with web standards

DevFeed: [Getting off the Modernization Treadmill: Build accessible, resilient websites with web standards](<https://devfeed.tech/articles/getting-off-the-modernization-treadmill-77117.md>)

Original publisher: [Read original article](<https://blog.jim-nielsen.com/2026/talk-notes-modernization-treadmill/>)

Author: Jim Nielsen

Published: 2026-10-08T17:45:46.520742Z

Content type: opinion

Language: en

Sources: [Jim Nielsen's Blog](<https://devfeed.tech/sources/jim-nielsen-s-blog.md>)

Topics: [Web Development](<https://devfeed.tech/topics/web-development.md>), [Front end](<https://devfeed.tech/topics/frontend.md>), [User interface design](<https://devfeed.tech/topics/ui-design.md>), [Web Accessibility (a11y)](<https://devfeed.tech/topics/web-accessibility.md>), [performance-optimization](<https://devfeed.tech/topics/performance-optimization.md>), [Website](<https://devfeed.tech/topics/website.md>), [Legacy Modernization](<https://devfeed.tech/topics/legacy-modernization.md>)

Tags: [accessibility](<https://devfeed.tech/tags/accessibility.md>), [css](<https://devfeed.tech/tags/css.md>), [develop](<https://devfeed.tech/tags/develop.md>), [html-css](<https://devfeed.tech/tags/html-css.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [modernization](<https://devfeed.tech/tags/modernization.md>), [performance](<https://devfeed.tech/tags/performance.md>), [software](<https://devfeed.tech/tags/software.md>), [talk](<https://devfeed.tech/tags/talk.md>), [technologies](<https://devfeed.tech/tags/technologies.md>), [the-web](<https://devfeed.tech/tags/the-web.md>)

### AI overview

Notes from Alexander Petros's Big Sky DevCon 2026 talk argue that public service websites should use HTML, CSS and JavaScript according to the web platform's strengths. Semantic HTML and core functionality that works without JavaScript can improve performance, accessibility and usability, especially for people using slower connections or devices. The talk also connects technology choices to values, contrasting user-focused public services with ad-driven engagement priorities.

### Source excerpt

My notes from this talk by Alexander Petros at Big Sky DevCon 2026. Alex starts by noting how "modernize" used to mean something along the lines of "update this thing that was made before I was born". But now "modernize" means something more like "update this thing from 5-10 years ago" (hence the framing of the talk, the "modernization treadmill"). Using a real-world example of an incredibly slow website that was required to access state-sponsored programs for welfare, Alex points out the disparity in conditions between those of us who make software and those who have to use them: The people who develop these websites are usually doing so on high-powered internet connections and high-powered devices, but they're not using them in the conditions that the people who most need those benefits are going to be. Then he shows a Reddit thread where somebody essentially posted, "I'm having problems with this website. I've been waiting for months for my application to go through. Any suggestions?" And one Reddit user responded, "The best thing you can do is go into the physical office, get a case worker, and your problems will be solved within the hour." The irony. I guess we've come full circle now. It used to be: "Don't talk to anybody. It's faster and more convenient to use the website!" But now it's: "Don't use the website. It's faster and more convenient to talk to somebody!" Have we failed at making websites? And is our failure, at least in part, rooted in the fact that we don't leverage the basic tools for making websites: HTML, CSS, and (in a distant third) JavaScript? Alex goes on to argue that the technologies of the web have an ideological bent and, if used as designed, can solve so many of the performance, accessibility, and usability issues that plague so many websites. The grain of the web's technologies are rooted in these values: User-friendly Backwards- and forwards-compatibility Long-term viability Universal accessibility Which means if you use them as inten

## Google Working To Leverage More Compiler Optimizations Within The Linux Kernel

DevFeed: [Google Working To Leverage More Compiler Optimizations Within The Linux Kernel](<https://devfeed.tech/articles/google-working-to-leverage-more-compiler-optimizations-within-the-linux-kernel-77332.md>)

Original publisher: [Read original article](<https://www.phoronix.com/news/Google-More-Kernel-Compiler-Opt>)

Author: Michael Larabel

Published: 2026-10-08T09:57:36Z

Content type: news

Language: en

Sources: [Phoronix](<https://devfeed.tech/sources/phoronix.md>)

Topics: [Linux Kernel](<https://devfeed.tech/topics/linux-kernel.md>), [Linux](<https://devfeed.tech/topics/linux.md>), [Kernel](<https://devfeed.tech/topics/kernel.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [compiler](<https://devfeed.tech/tags/compiler.md>), [compiler-optimization](<https://devfeed.tech/tags/compiler-optimization.md>), [conference](<https://devfeed.tech/tags/conference.md>), [desktop-linux](<https://devfeed.tech/tags/desktop-linux.md>), [google](<https://devfeed.tech/tags/google.md>), [kernel](<https://devfeed.tech/tags/kernel.md>), [linus-torvalds](<https://devfeed.tech/tags/linus-torvalds.md>), [linux](<https://devfeed.tech/tags/linux.md>), [linux-benchmarking](<https://devfeed.tech/tags/linux-benchmarking.md>), [linux-hardware-benchmarks](<https://devfeed.tech/tags/linux-hardware-benchmarks.md>), [linux-hardware-reviews](<https://devfeed.tech/tags/linux-hardware-reviews.md>), [linux-how-to](<https://devfeed.tech/tags/linux-how-to.md>), [linux-kernel](<https://devfeed.tech/tags/linux-kernel.md>), [linux-performance](<https://devfeed.tech/tags/linux-performance.md>), [linux-server-benchmarks](<https://devfeed.tech/tags/linux-server-benchmarks.md>), [mainline](<https://devfeed.tech/tags/mainline.md>), [modules](<https://devfeed.tech/tags/modules.md>), [open-source-graphics](<https://devfeed.tech/tags/open-source-graphics.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [optimizations](<https://devfeed.tech/tags/optimizations.md>), [performance](<https://devfeed.tech/tags/performance.md>), [pgo](<https://devfeed.tech/tags/pgo.md>), [phoronix](<https://devfeed.tech/tags/phoronix.md>), [phoronix-test-suite](<https://devfeed.tech/tags/phoronix-test-suite.md>), [profile](<https://devfeed.tech/tags/profile.md>), [talk](<https://devfeed.tech/tags/talk.md>), [ubuntu-benchmarks](<https://devfeed.tech/tags/ubuntu-benchmarks.md>), [ubuntu-hardware](<https://devfeed.tech/tags/ubuntu-hardware.md>)

### AI overview

Google engineers presented work at LPC 2026 on bringing Profile Guided Optimization, AutoFDO, and Propeller to the Linux kernel and its modules. They propose a unified Kbuild interface to make profile data easier to generate. The work aims to improve performance, though upstream adoption remains uncertain given Linus Torvalds's earlier rejection of PGO for the mainline kernel.

### Source excerpt

While Linus Torvalds previously shot down plans for Profile Guided Optimizations (PGO) in the mainline Linux kernel, Google engineers are hoping still to get that out-of-tree functionality upstream. They also would like to see PGO supported for Linux kernel modules rather than just the main Linux kernel image. Additionally, they hope to see limitations overcome around AutoFDO and Propeller optimizations of kernel modules...

## \[$\] Comparing Chromium development at Google and Igalia

DevFeed: [\[$\] Comparing Chromium development at Google and Igalia](<https://devfeed.tech/articles/comparing-chromium-development-at-google-and-igalia-62401.md>)

Original publisher: [Read original article](<https://lwn.net/Articles/1094721/>)

Author: jake

Published: 2026-09-30T14:16:19Z

Content type: comparison

Language: en

Sources: [LWN.net](<https://devfeed.tech/sources/lwn-net.md>)

Topics: [Chromium](<https://devfeed.tech/topics/chromium.md>), [Developer experience](<https://devfeed.tech/topics/developer-experience.md>), [Google](<https://devfeed.tech/topics/google.md>), [Google Chrome](<https://devfeed.tech/topics/google-chrome.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [accessibility](<https://devfeed.tech/tags/accessibility.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-integration](<https://devfeed.tech/tags/ai-integration.md>), [branding](<https://devfeed.tech/tags/branding.md>), [brave](<https://devfeed.tech/tags/brave.md>), [browser](<https://devfeed.tech/tags/browser.md>), [browsers](<https://devfeed.tech/tags/browsers.md>), [bug](<https://devfeed.tech/tags/bug.md>), [bug-reports](<https://devfeed.tech/tags/bug-reports.md>), [bugs](<https://devfeed.tech/tags/bugs.md>), [builds](<https://devfeed.tech/tags/builds.md>), [chromium](<https://devfeed.tech/tags/chromium.md>), [code](<https://devfeed.tech/tags/code.md>), [developer](<https://devfeed.tech/tags/developer.md>), [development](<https://devfeed.tech/tags/development.md>), [google](<https://devfeed.tech/tags/google.md>), [igalia](<https://devfeed.tech/tags/igalia.md>), [presentation](<https://devfeed.tech/tags/presentation.md>), [talk](<https://devfeed.tech/tags/talk.md>)

### AI overview

Sharon Yang's move from Google's Chrome team to Igalia kept her in the Chromium repository and alongside many of the same coworkers, but changed the work priorities and how the company operates. At Google, projects often serve management priorities, new features, or promotion goals; Igalia's client work can make room for code health and technical debt, including Chromium componentization and web-platform-test interoperability. As an outside contributor, she sometimes must request access to faster builds and Google-only bug reports or documents, and cannot request changes to Google-maintained tools. Igalia is an employee-owned cooperative with equal pay and a flat structure: employees vote on company decisions and project selection, while teams and product managers coordinate work without managerial authority. This brings shared influence and removes promotion competition, but requires lengthy decision meetings. The excerpt also notes Igalia's open question about how to preserve its flat structure as it grows.

### Source excerpt

Sharon Yang is a Chromium developer who worked at Google on the browser and now works on it at Igalia. On the final day of FOSSY 2026, she gave a presentation on her experiences with both of those companies, comparing and contrasting the ways the each operates and how that affects work on the code base. She enjoyed working at Google and feels the same about Igalia, so the talk was not aimed at complaints--instead it was meant to give a feel for two companies that are rather different.

## Small Talk with Emiliano Bonilla, CEO and Co-Founder of Synnax

DevFeed: [Small Talk with Emiliano Bonilla, CEO and Co-Founder of Synnax](<https://devfeed.tech/articles/small-talk-with-emiliano-bonilla-ceo-and-co-founder-of-synnax-62735.md>)

Original publisher: [Read original article](<https://blog.jetbrains.com/startups/2026/09/small-talk-synnax/>)

Author: Mitsal Athaya

Published: 2026-09-30T13:00:36Z

Content type: article

Language: en

Sources: [JetBrains](<https://devfeed.tech/sources/the-jetbrains-blog.md>)

Topics: [Jule](<https://devfeed.tech/topics/jule.md>), [IntelliJ IDEA](<https://devfeed.tech/topics/intellij-idea.md>), [data-engineering](<https://devfeed.tech/topics/data-engineering.md>), [AI Infrastructure](<https://devfeed.tech/topics/ai-infrastructure.md>), [it modernization](<https://devfeed.tech/topics/it-modernization.md>), [Post Mortem](<https://devfeed.tech/topics/post-mortem.md>), [quantum mechanics](<https://devfeed.tech/topics/quantum-mechanics.md>), [static linking](<https://devfeed.tech/topics/static-linking.md>)

Tags: [arc](<https://devfeed.tech/tags/arc.md>), [building-software](<https://devfeed.tech/tags/building-software.md>), [ceo](<https://devfeed.tech/tags/ceo.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [clion](<https://devfeed.tech/tags/clion.md>), [co-founder](<https://devfeed.tech/tags/co-founder.md>), [engine](<https://devfeed.tech/tags/engine.md>), [firefly](<https://devfeed.tech/tags/firefly.md>), [founders](<https://devfeed.tech/tags/founders.md>), [goland](<https://devfeed.tech/tags/goland.md>), [interviews](<https://devfeed.tech/tags/interviews.md>), [jetbrains](<https://devfeed.tech/tags/jetbrains.md>), [jetbrains-startup-program](<https://devfeed.tech/tags/jetbrains-startup-program.md>), [nasa](<https://devfeed.tech/tags/nasa.md>), [polish](<https://devfeed.tech/tags/polish.md>), [product](<https://devfeed.tech/tags/product.md>), [python](<https://devfeed.tech/tags/python.md>), [startup](<https://devfeed.tech/tags/startup.md>), [startup-program](<https://devfeed.tech/tags/startup-program.md>), [talk](<https://devfeed.tech/tags/talk.md>), [with](<https://devfeed.tech/tags/with.md>)

### AI overview

This Q&A profiles Synnax, a mission-control and data platform for rocket engine testing. CEO Emiliano Bonilla describes replacing fragmented spreadsheets and large dated file dumps, building the Arc programming language after existing tools fell short, and balancing speed with quality in software where timing errors can damage customer hardware. The team also uses GoLand, CLion, PyCharm, and Claude Code, and plans to expand into other industries.

### Source excerpt

What is Small Talk? Small Talk is our short Q&A with founders from the JetBrains Startup Program. They answer a handful of questions in their own words about what they're building, why they started, and what they've figured out along the way. No pitch, no polish - just a two-minute read to meet the person [...]

## CRA Tech Talk, 09/07/2026

DevFeed: [CRA Tech Talk, 09/07/2026](<https://devfeed.tech/articles/cra-tech-talk-09-07-2026-61666.md>)

Original publisher: [Read original article](<https://openssf.org/policy/cra/2026/09/29/cra-tech-talk-09-07-2026/>)

Author: OpenSSF

Published: 2026-09-29T10:25:11Z

Content type: article

Language: en

Sources: [Open Source Security Foundation](<https://devfeed.tech/sources/open-source-security-foundation.md>)

Topics: [cyber resilience act](<https://devfeed.tech/topics/cyber-resilience-act.md>), [openssf](<https://devfeed.tech/topics/openssf.md>)

Tags: [compliance](<https://devfeed.tech/tags/compliance.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [eu-cyber-resilience-act](<https://devfeed.tech/tags/eu-cyber-resilience-act.md>), [global-cyber-policy](<https://devfeed.tech/tags/global-cyber-policy.md>), [open-source-security-foundation](<https://devfeed.tech/tags/open-source-security-foundation.md>), [talk](<https://devfeed.tech/tags/talk.md>)

### AI overview

An OpenSSF Global Cyber Policy Working Group talk addressed CRA reporting obligations, SUSE and Nokia readiness, and Linux Foundation preparations. The agenda also included open discussion and questions.

### Source excerpt

This CRA Tech Talk was hosted by the OpenSSF Global Cyber Policy Working group on Monday, 7 September at 4:00 PM CEST. High-level Agenda: Introduction to the CRA reporting obligations SUSE's journey towards readiness for the CRA reporting obligations Nokia's journey towards readiness for the CRA reporting obligations Linux Foundation: what we are planning and how we are preparing Open discussion & Q&A

## \[$\] Reducing undefined behavior in the C language

DevFeed: [\[$\] Reducing undefined behavior in the C language](<https://devfeed.tech/articles/reducing-undefined-behavior-in-the-c-language-61380.md>)

Original publisher: [Read original article](<https://lwn.net/Articles/1095811/>)

Author: corbet

Published: 2026-09-28T15:16:22Z

Content type: article

Language: en

Sources: [LWN.net](<https://devfeed.tech/sources/lwn-net.md>)

Topics: [undefined\_behavior](<https://devfeed.tech/topics/undefined-behavior.md>), [Memory Safety](<https://devfeed.tech/topics/memory-safety.md>), [typesafety](<https://devfeed.tech/topics/typesafety.md>)

Tags: [2015](<https://devfeed.tech/tags/2015.md>), [2026](<https://devfeed.tech/tags/2026.md>), [abi](<https://devfeed.tech/tags/abi.md>), [abstract](<https://devfeed.tech/tags/abstract.md>), [annotations](<https://devfeed.tech/tags/annotations.md>), [architectures](<https://devfeed.tech/tags/architectures.md>), [array](<https://devfeed.tech/tags/array.md>), [behavior](<https://devfeed.tech/tags/behavior.md>), [buffer](<https://devfeed.tech/tags/buffer.md>), [buffer-overflow](<https://devfeed.tech/tags/buffer-overflow.md>), [bug](<https://devfeed.tech/tags/bug.md>), [bugs](<https://devfeed.tech/tags/bugs.md>), [c](<https://devfeed.tech/tags/c.md>), [c-language](<https://devfeed.tech/tags/c-language.md>), [c-plus-plus](<https://devfeed.tech/tags/c-plus-plus.md>), [language](<https://devfeed.tech/tags/language.md>), [linux](<https://devfeed.tech/tags/linux.md>), [memory](<https://devfeed.tech/tags/memory.md>), [talk](<https://devfeed.tech/tags/talk.md>), [undefined-behavior](<https://devfeed.tech/tags/undefined-behavior.md>)

### AI overview

C's undefined behavior gives implementations room for hardware support and optimization, but can leave programs without expected semantics and enable surprising compiler transformations. The article gives examples involving division by zero, observable side effects, and volatile stores, and notes that C23 added a "no time travel" rule for one such case. Mitigations include compiler warnings, static analysis, sanitizers, and formal verification; C2y's draft has removed 45 of roughly 100 instances of undefined behavior. Type and bounds safety can be improved with annotations, diagnostics, and checks, while temporal safety remains harder: Rust has an advantage, and CHERI and Fil-C can help. Full memory safety would require costly runtime checks or formal verification; the author expects the strongest near-term results from restricted C combined with formal methods.

### Source excerpt

As a professor of biomedical engineering, Martin Uecker perhaps does not fit the profile of a typical presenter at Kernel Recipes. He is, however, a longtime Linux user, and works on free software for controlling magnetic resonance imaging (MRI) scanners. He was at the conference to talk about the C programming language, the specific problem of undefined behavior in C, and whether it can eventually be made into a memory-safe language.

## Quarkus Insights #261: Quarkus Signals -- In-Process Messaging Done Right

DevFeed: [Quarkus Insights #261: Quarkus Signals -- In-Process Messaging Done Right](<https://devfeed.tech/articles/quarkus-insights-261-quarkus-signals-in-process-messaging-done-right-64242.md>)

Original publisher: [Read original article](<https://quarkus.io/blog/quarkus-insights-261-quarkus-signals/>)

Author: James Cobb (https://twitter.com/insectengine)

Published: 2026-09-28T00:00:00Z

Content type: article

Language: en

Sources: [Quarkus - Supersonic Subatomic Java](<https://devfeed.tech/sources/quarkus-supersonic-subatomic-java.md>)

Topics: [Quarkus](<https://devfeed.tech/topics/quarkus.md>), [Publish-subscribe pattern](<https://devfeed.tech/topics/pubsub.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>)

Tags: [messaging](<https://devfeed.tech/tags/messaging.md>), [quarkus](<https://devfeed.tech/tags/quarkus.md>), [release](<https://devfeed.tech/tags/release.md>), [talk](<https://devfeed.tech/tags/talk.md>)

### AI overview

Quarkus Insights episode 261 discusses Quarkus Signals, an experimental extension for loosely coupled communication between components within a single JVM. The episode compares Signals with CDI events, the Vert.x event bus, and reactive messaging, explaining its type-safe receiver matching, asynchronous behavior, three emission modes, execution model, and selective context propagation. Signals has been experimental since Quarkus 3.36, with stable status targeted for Quarkus 4.

### Source excerpt

This summary was generated using AI, reviewed by humans - watch the video for the full story. Quarkus Insights #261: Quarkus Signals -- In-Process Messaging Done Right Every non-trivial application eventually needs its components to talk to each other without calling each other directly. The problem is not new, and Quarkus already ships two well-established solutions: CDI events and the Vert.x event bus. So why introduce a third? In episode 261, Martin Kouba -- one of the original Quarkus engineers, author of the Qute templating engine, and now the lead developer on the Quarkus MCP server -- joins host Holly Cummins to answer exactly that question, with slides, a live demo, and a thorough Q&A. Quarkus News Holly opened with a brief news round: work on Quarkus 4 is continuing on schedule -- the release plan is tracked on the Quarkus wiki. Quarkus 3.40 is imminent: the core release is out and the platform release was being cut that week. It is the last LTS on the 3.x branch, and it should start appearing in Dependabot and Renovate update proposals shortly. Holly also took a moment to credit Martin for the Quarkus website itself: quarkus.io now runs on the Qute templating engine that Martin built, which means that bugs in Qute get discovered -- and reported directly to Martin -- by the website team. "Eating our own dog food" was the polite framing. The Problem: Three Solutions Looking for a Unified API Martin's framing is simple: Quarkus applications running in a single JVM sometimes need loosely coupled in-process communication -- where one component announces something without knowing which other components are listening, and without invoking them directly. This is distinct from distributed messaging; no brokers, no clustering, no cross-process serialization. The scope is one application, one JVM. Three existing tools already address this: CDI events -- type-safe, declarative, well-specified. Fires synchronously on the calling thread by default; all matching observers execut

## Metasploit Wrap Up: Belgian Waffles, Chocolates, and...Modules-Frites?

DevFeed: [Metasploit Wrap Up: Belgian Waffles, Chocolates, and...Modules-Frites?](<https://devfeed.tech/articles/metasploit-wrap-up-belgian-waffles-chocolates-and-modules-frites-60048.md>)

Original publisher: [Read original article](<https://www.rapid7.com/blog/post/pt-metasploit-wrap-up-belgian-waffles-chocolates-and-modules-frites>)

Author: The Metasploit Team

Published: 2026-09-25T14:38:05Z

Content type: release

Language: en

Sources: [Rapid7 Cybersecurity](<https://devfeed.tech/sources/rapid7-cybersecurity-blog.md>)

Topics: [modules](<https://devfeed.tech/topics/modules.md>), [Tool](<https://devfeed.tech/topics/tool.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [adopting](<https://devfeed.tech/tags/adopting.md>), [agents-md](<https://devfeed.tech/tags/agents-md.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-industry](<https://devfeed.tech/tags/ai-industry.md>), [api](<https://devfeed.tech/tags/api.md>), [apis](<https://devfeed.tech/tags/apis.md>), [attack](<https://devfeed.tech/tags/attack.md>), [auth](<https://devfeed.tech/tags/auth.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [belgium](<https://devfeed.tech/tags/belgium.md>), [building](<https://devfeed.tech/tags/building.md>), [code-execution](<https://devfeed.tech/tags/code-execution.md>), [commits](<https://devfeed.tech/tags/commits.md>), [cybersecurity-company](<https://devfeed.tech/tags/cybersecurity-company.md>), [exposure-assessment-platform](<https://devfeed.tech/tags/exposure-assessment-platform.md>), [exposure-management](<https://devfeed.tech/tags/exposure-management.md>), [managed-detection-and-response](<https://devfeed.tech/tags/managed-detection-and-response.md>), [managed-security-solutions](<https://devfeed.tech/tags/managed-security-solutions.md>), [metasploit](<https://devfeed.tech/tags/metasploit.md>), [metasploit-weekly-wrapup](<https://devfeed.tech/tags/metasploit-weekly-wrapup.md>), [modules](<https://devfeed.tech/tags/modules.md>), [research](<https://devfeed.tech/tags/research.md>), [talk](<https://devfeed.tech/tags/talk.md>), [team-building](<https://devfeed.tech/tags/team-building.md>), [vulnerability-management](<https://devfeed.tech/tags/vulnerability-management.md>), [wonderful](<https://devfeed.tech/tags/wonderful.md>)

### AI overview

The wrap-up lists new Metasploit modules for an unauthenticated arbitrary file read in affected GitLab CE/EE versions, authenticated remote code execution in Langflow 1.11.1 and below, and Kate plugin persistence. It also adds two native IPv6 DNS takeover modules: one operates as a rogue IPv6 router and the other as a rogue DHCPv6 server, coercing Windows and RFC 8106 clients to use the attacker as recursive DNS in a Kerberos relay chain. The ZoomEye search module now supports its v2 API, limits retries to three on empty result pages, and caps results per page at 10 to reduce data loss. The excerpt also reports fixes for encoders, validation, RDP handling, and other issues.

### Source excerpt

This wrap-up comes from the beautiful country of Belgium, where the Metasploit team is team-building and team-eating while we cheer on our very own teammates giving talks - shout-out to @jburgess-r7 who gave a wonderful talk about some of his 0day research.

## \[$\] Ways to encrypt data on servers

DevFeed: [\[$\] Ways to encrypt data on servers](<https://devfeed.tech/articles/ways-to-encrypt-data-on-servers-31513.md>)

Original publisher: [Read original article](<https://lwn.net/Articles/1092553/>)

Author: jake

Published: 2026-09-16T14:17:55Z

Content type: news

Language: en

Sources: [LWN.net](<https://devfeed.tech/sources/lwn-net.md>)

Topics: [Cryptography](<https://devfeed.tech/topics/cryptography.md>), [Security](<https://devfeed.tech/topics/security.md>), [network security](<https://devfeed.tech/topics/network-security.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [boot](<https://devfeed.tech/tags/boot.md>), [but](<https://devfeed.tech/tags/but.md>), [can](<https://devfeed.tech/tags/can.md>), [data](<https://devfeed.tech/tags/data.md>), [encryption](<https://devfeed.tech/tags/encryption.md>), [espionage](<https://devfeed.tech/tags/espionage.md>), [fast](<https://devfeed.tech/tags/fast.md>), [government](<https://devfeed.tech/tags/government.md>), [keyboard](<https://devfeed.tech/tags/keyboard.md>), [laptop](<https://devfeed.tech/tags/laptop.md>), [live](<https://devfeed.tech/tags/live.md>), [number](<https://devfeed.tech/tags/number.md>), [presentation](<https://devfeed.tech/tags/presentation.md>), [problems](<https://devfeed.tech/tags/problems.md>), [server](<https://devfeed.tech/tags/server.md>), [servers](<https://devfeed.tech/tags/servers.md>), [solutions](<https://devfeed.tech/tags/solutions.md>), [system](<https://devfeed.tech/tags/system.md>), [talk](<https://devfeed.tech/tags/talk.md>)

### AI overview

Server disk encryption can protect data if a machine or its drives are seized, but remote systems need a way to unlock after reboot, and encryption performance costs vary. The article describes three approaches: remote hands can enter the password but exposes it to hosting staff; IPMI console access over a VPN or Dropbear SSH in initramfs lets an administrator unlock remotely, but requires them to be available; Clevis and Tang can unlock unattended when a Tang server is reachable, without storing the key there, though access can be restricted by network or IP. For systems that cannot use fully encrypted disks, it covers directory encryption with fscrypt, alternatives on XFS and ZFS, and systemd-homed. The talk cites a large encryption slowdown in one 2020 benchmark, while upstream kernel queueing fixes brought small-I/O results close to unencrypted speed; large I/O may still be slower. TPM binding is available through Clevis, but the speaker expressed concern about trusting TPM security.

### Source excerpt

At the 2026 edition of FOSSY, Romeo Solano gave a fast-paced, humorous presentation on what could have been a rather boring topic: server encryption. There are a number of threats that we face in today's world, from criminals, government overreach, espionage, and more, that can be thwarted with encryption. But encrypting data on a system that may live elsewhere, without any access to its keyboard at boot time, is rather more difficult than encrypting the disk of a laptop. Solano described the problems and gave a tour of some of the solutions in the talk.

## What to expect at the Zephyr Project Meetup (September 17, 2026) - Zurich, Switzerland

DevFeed: [What to expect at the Zephyr Project Meetup (September 17, 2026) - Zurich, Switzerland](<https://devfeed.tech/articles/what-to-expect-at-the-zephyr-project-meetup-september-17-2026-zurich-switzerland-13983.md>)

Original publisher: [Read original article](<https://www.zephyrproject.org/what-to-expect-at-the-zephyr-project-meetup-september-17-2026-zurich-switzerland/>)

Author: Susan Remmert

Published: 2026-09-10T05:00:25Z

Content type: news

Language: en

Sources: [Zephyr Project](<https://devfeed.tech/sources/zephyr-project.md>)

Topics: [Embedded Systems](<https://devfeed.tech/topics/embedded-systems.md>), [Embedded Software Dev](<https://devfeed.tech/topics/embedded-software-dev.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Developer Tools](<https://devfeed.tech/topics/developer-tools.md>), [Software](<https://devfeed.tech/topics/software.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [blog](<https://devfeed.tech/tags/blog.md>), [community](<https://devfeed.tech/tags/community.md>), [developers](<https://devfeed.tech/tags/developers.md>), [embedded](<https://devfeed.tech/tags/embedded.md>), [embedded-systems](<https://devfeed.tech/tags/embedded-systems.md>), [event](<https://devfeed.tech/tags/event.md>), [events](<https://devfeed.tech/tags/events.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [meetup](<https://devfeed.tech/tags/meetup.md>), [open](<https://devfeed.tech/tags/open.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [software](<https://devfeed.tech/tags/software.md>), [software-engineer](<https://devfeed.tech/tags/software-engineer.md>), [switzerland](<https://devfeed.tech/tags/switzerland.md>), [talk](<https://devfeed.tech/tags/talk.md>), [technical](<https://devfeed.tech/tags/technical.md>), [zephyr](<https://devfeed.tech/tags/zephyr.md>)

### AI overview

The Zephyr Project community will hold an in-person meetup in Zurich, Switzerland, on September 17, 2026. The event will include technical presentations, networking, and discussions about Zephyr development, hardware, developer tools, and embedded systems.

### Source excerpt

The Zephyr Project community is heading to Zurich, Switzerland! Join us on Thursday, September 17, 2026, for an in-person Zephyr Project Meetup organized by Zoi TechCon GmbH. The meetup will take place at Westhive Kitchen, Hardturmstrasse 161, 8005 Zürich, Switzerland. The event is open to developers, engineers, contributors, students, technology professionals, and anyone interested in open source and embedded systems.

## What to expect at the Zephyr Project Meetup (September 15, 2026) - Amsterdam, Netherlands

DevFeed: [What to expect at the Zephyr Project Meetup (September 15, 2026) - Amsterdam, Netherlands](<https://devfeed.tech/articles/what-to-expect-at-the-zephyr-project-meetup-september-15-2026-amsterdam-netherlands-13982.md>)

Original publisher: [Read original article](<https://www.zephyrproject.org/what-to-expect-at-the-zephyr-project-meetup-september-15-2026-amsterdam-netherlands/>)

Author: Susan Remmert

Published: 2026-09-09T05:00:04Z

Content type: article

Language: en

Sources: [Zephyr Project](<https://devfeed.tech/sources/zephyr-project.md>)

Topics: [Zephyr RTOS](<https://devfeed.tech/topics/zephyr-rtos.md>), [Embedded Systems](<https://devfeed.tech/topics/embedded-systems.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Fuzzing/Fuzz testing](<https://devfeed.tech/topics/fuzzing.md>), [simulator](<https://devfeed.tech/topics/simulator.md>), [Developer Tools](<https://devfeed.tech/topics/developer-tools.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [blog](<https://devfeed.tech/tags/blog.md>), [bugs](<https://devfeed.tech/tags/bugs.md>), [community](<https://devfeed.tech/tags/community.md>), [contributors](<https://devfeed.tech/tags/contributors.md>), [embedded](<https://devfeed.tech/tags/embedded.md>), [embedded-systems](<https://devfeed.tech/tags/embedded-systems.md>), [event](<https://devfeed.tech/tags/event.md>), [events](<https://devfeed.tech/tags/events.md>), [firmware](<https://devfeed.tech/tags/firmware.md>), [fuzzing](<https://devfeed.tech/tags/fuzzing.md>), [harness](<https://devfeed.tech/tags/harness.md>), [meetup](<https://devfeed.tech/tags/meetup.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [simulator](<https://devfeed.tech/tags/simulator.md>), [talk](<https://devfeed.tech/tags/talk.md>), [technologies](<https://devfeed.tech/tags/technologies.md>), [tooling](<https://devfeed.tech/tags/tooling.md>), [tools](<https://devfeed.tech/tags/tools.md>), [zephyr](<https://devfeed.tech/tags/zephyr.md>)

### AI overview

The Zephyr Project Meetup in Amsterdam on September 15, 2026, will bring together embedded developers, contributors, students, and engineers to exchange practical knowledge about Zephyr RTOS. The agenda includes talks on JetBrains' work with Zephyr, fuzzing Zephyr applications with AFL and Renode, and making hardware development easier with Schematik.

### Source excerpt

What are developers in the Netherlands building with Zephyr? On September 15, the embedded community will meet in Amsterdam to exchange practical knowledge, discuss current work, and learn more about the Zephyr RTOS. The event is open to experienced contributors, first-time users, students, engineers, and anyone curious about open source embedded development.

## How Anthropic Uses AI in Software Engineering

DevFeed: [How Anthropic Uses AI in Software Engineering](<https://devfeed.tech/articles/how-anthropic-builds-and-how-engineering-will-change-soon-thariq-shihipar-18093.md>)

Original publisher: [Read original article](<https://www.developing.dev/p/how-anthropic-builds-and-how-engineering>)

Author: Ryan Peterman

Published: 2026-09-07T13:17:19Z

Content type: opinion

Language: en

Sources: [The Developing Dev](<https://devfeed.tech/sources/the-developing-dev.md>)

Topics: [anthropic](<https://devfeed.tech/topics/anthropic.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [talk](<https://devfeed.tech/tags/talk.md>)

### AI overview

A conversation with Anthropic Claude Code engineer Thariq Shihipar about how the company uses AI models in software engineering, including onboarding, code maintenance, preventing AI-written breakages, and autonomous work.

### Source excerpt

When I talk with my friends who work at Anthropic it always surprises me how far ahead they are in adopting AI within their processes and workflows.

## Principles of Memory Management in Java

DevFeed: [Principles of Memory Management in Java](<https://devfeed.tech/articles/principles-of-memory-management-in-java-15130.md>)

Original publisher: [Read original article](<https://inside.java/2026/09/04/memory-management-principles-java/>)

Author: Ron Pressler

Published: 2026-09-04T00:00:00Z

Content type: article

Language: en

Sources: [Inside Java](<https://devfeed.tech/sources/inside-java.md>)

Topics: [Java](<https://devfeed.tech/topics/java.md>), [cpu](<https://devfeed.tech/topics/cpu.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [garbage-collectors](<https://devfeed.tech/tags/garbage-collectors.md>), [java](<https://devfeed.tech/tags/java.md>), [javaone](<https://devfeed.tech/tags/javaone.md>), [jdk](<https://devfeed.tech/tags/jdk.md>), [memory](<https://devfeed.tech/tags/memory.md>), [performance](<https://devfeed.tech/tags/performance.md>), [talk](<https://devfeed.tech/tags/talk.md>)

### AI overview

This talk explains the design choices behind the JDK's garbage collectors and how Java memory management affects application performance. It also examines the relationship between RAM and CPU and questions whether Java's memory use is inherently wasteful.

### Source excerpt

In this talk, we'll explore why the JDK's garbage collectors work the way they do and how Java memory management affects application performance. We'll look at the sometimes non-obvious relationship between RAM and CPU, and why they must always be considered together.

## Rethinking Data Visualisation: A UX Approach To Dashboards That Actually Drives Decisions

DevFeed: [Rethinking Data Visualisation: A UX Approach To Dashboards That Actually Drives Decisions](<https://devfeed.tech/articles/rethinking-data-visualisation-a-ux-approach-to-dashboards-that-actually-drives-decisions-4325.md>)

Original publisher: [Read original article](<https://smashingmagazine.com/2026/08/rethinking-data-visualisation-ux-approach-dashboards/>)

Author: hello@smashingmagazine.com (Meriem Benhabiles)

Published: 2026-08-26T13:00:00Z

Content type: article

Language: en

Sources: [Smashing Magazine](<https://devfeed.tech/sources/articles-on-smashing-magazine-for-web-designers-and-developers.md>)

Topics: [Data visualization](<https://devfeed.tech/topics/data-visualization.md>), [User Experience](<https://devfeed.tech/topics/user-experience.md>), [human centric design](<https://devfeed.tech/topics/human-centric-design.md>), [business-intelligence](<https://devfeed.tech/topics/business-intelligence.md>), [User interface design](<https://devfeed.tech/topics/ui-design.md>), [dataset](<https://devfeed.tech/topics/dataset.md>)

Tags: [2](<https://devfeed.tech/tags/2.md>), [3](<https://devfeed.tech/tags/3.md>), [about](<https://devfeed.tech/tags/about.md>), [accessible](<https://devfeed.tech/tags/accessible.md>), [accountability](<https://devfeed.tech/tags/accountability.md>), [acquisition](<https://devfeed.tech/tags/acquisition.md>), [added](<https://devfeed.tech/tags/added.md>), [approach](<https://devfeed.tech/tags/approach.md>), [changes](<https://devfeed.tech/tags/changes.md>), [dashboards](<https://devfeed.tech/tags/dashboards.md>), [data](<https://devfeed.tech/tags/data.md>), [data-visualization](<https://devfeed.tech/tags/data-visualization.md>), [design](<https://devfeed.tech/tags/design.md>), [other](<https://devfeed.tech/tags/other.md>), [presentations](<https://devfeed.tech/tags/presentations.md>), [questions](<https://devfeed.tech/tags/questions.md>), [structured](<https://devfeed.tech/tags/structured.md>), [talk](<https://devfeed.tech/tags/talk.md>), [thinking](<https://devfeed.tech/tags/thinking.md>), [tool](<https://devfeed.tech/tags/tool.md>), [ux](<https://devfeed.tech/tags/ux.md>)

### AI overview

The article argues that dashboards drive decisions when their design starts with the audience's needs and the action the data should inform, rather than with whatever metrics are readily available. Before choosing charts, clarify the operational question, who will use the dashboard and their data familiarity and accountability, and what should change after they see it. The examples contrast a checkout funnel aimed at locating drop-off with a noisy metrics dump, and a booking-rate alert that becomes actionable when segmented by traffic source and campaign. In a B2B SaaS project, individual contributors received a personal progress view while managers saw team-level gaps with drill-down and side-by-side comparison. A radar chart suited eight competency scores on a shared scale; product colors were embedded consistently in the data model. The author reports increased weekly analytics engagement and lower churn, while noting that revenue and user growth cannot be attributed to the dashboard alone. These outcomes are internally reported and not independently quantified in the excerpt.

### Source excerpt

Data visualisation sits at the intersection of two disciplines that rarely talk to each other: data and design. Meriem Benhabiles explores what changes when you bring structured UX thinking to dashboards and data presentations, from the questions you ask before opening any tool to the decisions that determine whether an insight actually lands.

## KEYCONF26 agenda and speakers announced for 8 October 2026 in Prague

DevFeed: [KEYCONF26 agenda and speakers announced for 8 October 2026 in Prague](<https://devfeed.tech/articles/keyconf26-speakers-announced-save-your-spot-today-31791.md>)

Original publisher: [Read original article](<https://www.keycloak.org/2026/08/keyconf26-prague-schedule>)

Author: Alina Rudyk

Published: 2026-08-23T00:00:00Z

Content type: news

Language: en

Sources: [Keycloak Blog](<https://devfeed.tech/sources/keycloak-blog.md>)

Topics: [Keycloak](<https://devfeed.tech/topics/keycloak.md>), [identity and access management](<https://devfeed.tech/topics/identity-and-access-management.md>), [openid](<https://devfeed.tech/topics/openid.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [iam](<https://devfeed.tech/tags/iam.md>), [idm](<https://devfeed.tech/tags/idm.md>), [kerberos](<https://devfeed.tech/tags/kerberos.md>), [keycloak](<https://devfeed.tech/tags/keycloak.md>), [ldap](<https://devfeed.tech/tags/ldap.md>), [openid](<https://devfeed.tech/tags/openid.md>), [openid-connect](<https://devfeed.tech/tags/openid-connect.md>), [saml](<https://devfeed.tech/tags/saml.md>), [security](<https://devfeed.tech/tags/security.md>), [sso](<https://devfeed.tech/tags/sso.md>), [talk](<https://devfeed.tech/tags/talk.md>)

### AI overview

Keycloak has announced the speaker line-up and agenda for KEYCONF26, taking place in Prague on 8 October 2026. The programme covers Keycloak operations, extensions, identity standards, security, access tokens, and related use cases.

### Source excerpt

The KEYCONF26 speaker line-up is taking shape, and this year's agenda is now live! 📍 KEYCONF26 is taking place in Prague on 8 October 2026. This October, the Keycloak community will come together once again for a full day of technical insights, real-world experiences and conversations around identity and access management. This year's programme brings together speakers from across the Keycloak ecosystem - from organisations running Keycloak in complex production environments to experts exploring new standards, architectures and use cases. Talk highlights The talks announced highlight the broad spectrum of the Keycloak ecosystem: how to run Keycloak securely and at scale, how to extend it, and how identity is evolving to support new technologies and use cases. Here are just a few highlights: What Role Can Keycloak Play for International Science? An Introduction to the OpenID Shared Signals Framework Keycloak becomes familiar with AI: the advancement of integrating Keycloak with AI Wicked Keycloak challenges and how to resolve them Token Hygiene - Why Your Keycloak Access Tokens Need a Diet And that is only a glimpse of what is waiting for you in Prague 👉 Explore the KEYCONF26 agenda announced: https://keyconf.dev/ A great place to network KeyConf is about more than the talks. It is also an opportunity to meet the people behind the technology, exchange experiences and connect with others working on similar identity challenges. Networking lunch Our extended lunch break gives you plenty of time to meet fellow attendees, swap ideas and continue conversations from the sessions in a relaxed setting. Meet the community KeyConf brings together Keycloak users, contributors, developers, architects, security specialists and IAM experts from different organisations and industries. Whether you want to discuss a challenge from your own Keycloak environment, exchange experiences or simply meet people from the community in person, there will be plenty of opportunities to connect thr

## I bribe customers to talk to me

DevFeed: [I bribe customers to talk to me](<https://devfeed.tech/articles/i-bribe-customers-to-talk-to-me-80476.md>)

Original publisher: [Read original article](<https://posthog.com/blog/bribing-customers-to-talk-to-me>)

Author: Jake Sciotto

Published: 2026-08-13T00:00:00Z

Content type: opinion

Language: en

Sources: [PostHog](<https://devfeed.tech/sources/posthog.md>)

Topics: [X (Twitter)](<https://devfeed.tech/topics/twitter.md>), [Support](<https://devfeed.tech/topics/support.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [analytics](<https://devfeed.tech/tags/analytics.md>), [app](<https://devfeed.tech/tags/app.md>), [attention](<https://devfeed.tech/tags/attention.md>), [book](<https://devfeed.tech/tags/book.md>), [bribe](<https://devfeed.tech/tags/bribe.md>), [calendar](<https://devfeed.tech/tags/calendar.md>), [career](<https://devfeed.tech/tags/career.md>), [carrier-pigeon](<https://devfeed.tech/tags/carrier-pigeon.md>), [cdp](<https://devfeed.tech/tags/cdp.md>), [code](<https://devfeed.tech/tags/code.md>), [communication](<https://devfeed.tech/tags/communication.md>), [company](<https://devfeed.tech/tags/company.md>), [customer](<https://devfeed.tech/tags/customer.md>), [customer-success](<https://devfeed.tech/tags/customer-success.md>), [customers](<https://devfeed.tech/tags/customers.md>), [i](<https://devfeed.tech/tags/i.md>), [me](<https://devfeed.tech/tags/me.md>), [talk](<https://devfeed.tech/tags/talk.md>), [time](<https://devfeed.tech/tags/time.md>)

### AI overview

The author says playful, short, personalized outreach helps PostHog customer success managers get steady-state customers to respond. Examples include offering merch for a 30-minute conversation, sharing a dashboard built for a customer, and noting a user's unusually high MCP activity to invite feedback. These messages led to quick calls, product feedback, and more users joining Slack; one follow-up clarified a confusing leaderboard message. The author believes the humor and departure from corporate-sounding outreach matter more than the merch itself. For a company that continued to ignore messages, the author tried sending a care package with a potato bearing their face and a prompt to check email.

### Source excerpt

Customer success managers at PostHog spend a lot of time getting customers to talk to them. This is weird because in my past post-sales roles, I sat...

## Hacking Workshop for September 2026

DevFeed: [Hacking Workshop for September 2026](<https://devfeed.tech/articles/hacking-workshop-for-september-2026-33638.md>)

Original publisher: [Read original article](<https://rhaas.blogspot.com/2026/07/hacking-workshop-for-september-2026.html>)

Author: Robert Haas (noreply@blogger.com)

Published: 2026-07-31T15:09:42Z

Content type: news

Language: en

Sources: [Robert Haas](<https://devfeed.tech/sources/robert-haas.md>)

Topics: [PostgreSQL](<https://devfeed.tech/topics/postgresql.md>), [Code](<https://devfeed.tech/topics/code.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [announce](<https://devfeed.tech/tags/announce.md>), [code](<https://devfeed.tech/tags/code.md>), [examples](<https://devfeed.tech/tags/examples.md>), [mentoring](<https://devfeed.tech/tags/mentoring.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [september-2026](<https://devfeed.tech/tags/september-2026.md>), [sessions](<https://devfeed.tech/tags/sessions.md>), [sign-up](<https://devfeed.tech/tags/sign-up.md>), [talk](<https://devfeed.tech/tags/talk.md>), [workshop](<https://devfeed.tech/tags/workshop.md>)

### AI overview

This announcement invites readers to a September 2026 Hacking Workshop featuring David Rowley discussing hot-path code optimization and tuple deformation. Participants are asked to watch the talk beforehand and join a session with questions.

### Source excerpt

I'm pleased to announce that David Rowley will be joining us in September to discuss his talk Optimizing code in the hot path; with examples from tuple deformation. If you're interesting in joining us, please sign up using this form and I will send you an invite to one of the sessions. As always, thanks to David for agreeing to join the sessions. Read more "

[Next page](<https://devfeed.tech/tags/talk.md?cursor=WyIyMDI2LTA3LTMxVDE1OjA5OjQyKzAwOjAwIiwgIjRkNjY5MmY1LTFkZDMtNDE2OS1hMGFiLTU4NjM5MDM3ZTZhMSJd>)