Vincent Behar @vbehar.dev · 17/09/2026The C in MCP stands for Connectivity? ;-) yes, I'm at #mcpcon in Amsterdam this week 010
Reposted by Vincent BeharCraig McLuckie @cmcluck.bsky.social · 01/07/2026@h.olysh.it built an interesting OSS project: modelith.sh With AI driven development high levels of specificity upfront drives efficiency. 1. "grill-me" style skills to drive specificity 2. hybrid generated views (yaml + md w/ mermaid charts) 3. imperative linting forces correctness Super neat.modelith.shModelith - Domain Model Tooling | ModelithAuthor, validate, and render domain models by talking to an AI agent. 142
Reposted by Vincent BeharLaurent Chemla ✅ @laurent.chemla.org · 20/06/2026faillefox.comfaillefox.comFaillefox, le pare-feu à tout fairePare-feu, navigateur, antivirus, IA. Faillefox fait tout. Sauf vous protéger. 461 failles incluses. 1520483
Reposted by Vincent BeharMarit van Dijk @maritvandijk.bsky.social · 29/05/2026These would also be great for pulling Docker images on a conference wifi (ask me how I know) 1153
Reposted by Vincent BeharBrian Grant @bgrant0607.bsky.social · 26/05/2026I created a Kubernetes package installer based on configuration as data. Instead of parameterizing every field, it encourages post-installation customization. The installer is open source and can be used without ConfigHub. Let me know what you think. medium.com/@bgrant0607/... #Kubernetesmedium.comA new Kubernetes package installerIntroduces a Kubernetes package installer designed for simple installation and post-installation customization. 182
Vincent Behar @vbehar.dev · 20/05/2026Interesting: "It builds on top of Kubernetes features like Pods and Pod autoscaling, but takes the Kubernetes control-plane out of the critical path to achieve lower latency." 011
Reposted by Vincent BeharMichael Hausenblas @mhausenblas.info · 08/05/2026Continuing my sabbatical builder spree: Meet otel.eexplorer, your friendly open-source OpenTelemetry Entity explorer. Feedback welcome here or via GitHub. github.com/mhausenblas/... #opentelemetry #entity #explorer #visualization #knowledgebase #sparql 091
Vincent Behar @vbehar.dev · 06/05/2026I'm now addicted to 2 (small) pi extensions: github.com/jkuball/pi-d... and github.com/badlogic/pi-... It's way easier (and faster) to work with it when you can give it early feedback, in a nice editor. If you're using pi-coding-agent, check them out. If you're not (yet) using pi -> pi.devgithub.comGitHub - jkuball/pi-discuss: inline-answers for your clanker from the cozyness of your editorinline-answers for your clanker from the cozyness of your editor - jkuball/pi-discuss 030
Reposted by Vincent BeharAndrew Nesbitt @andrewnez.bsky.social · 02/05/2026A GitHub for maintainers - Giving dependencies the same treatment the fork got nesbitt.io/2026/05/02/a...nesbitt.ioA GitHub for maintainersGiving dependencies the same treatment the fork got 55118
Vincent Behar @vbehar.dev · 22/04/2026I asked Claude (Sonnet) to bootstrap a new project (loosely) based on another one. There was a models.json file in the original project, with references to opus, sonnet, and haiku. Guess which ones made it to the new project? Only sonnet and haiku ;-) 010
Reposted by Vincent BeharCoté @cote.io · 21/04/2026Developers need to tinker or they'll reject your platform. You also can't let them customize everything - that's tomorrow's legacy code. Does it work to let them tinker at the edges, keep the center standardized? cote.io/2026/04/21/l...cote.ioLet them tinker - hacking developer resistance to sound enterprise architecture and platformsDevelopers need to tinker or they’ll reject your … 011
Vincent Behar @vbehar.dev · 17/04/2026Excellent talk from @mariozechner.at on coding agents, and "slowing the fuck down" www.youtube.com/watch?v=Rjfb... 18 minutes, this is a very good time investment (while your agent is coding for you of course ;-) If you prefer to read: mariozechner.at/posts/2026-0...youtube.comBuilding pi in a World of Slop — Mario ZechnerYouTube video by AI Engineer 0153
Reposted by Vincent BeharAdrian Mouat @adrianmouat.com · 15/04/2026As someone who has suggested using cooldowns to mitigate some attacks, I did enjoy this article arguing they are a poor solution and moral problem: calpaterson.com/deps.html Cal suggests using upload queues instead, which I would agree with.calpaterson.comDependency cooldowns turn you into a free-riderAgainst dependency cooldowns as a response to supply chain attacks 201
Vincent Behar @vbehar.dev · 11/04/2026If you're using the pi coding agent on Mac, here's a quick SwiftUI menu bar app to monitor your sessions: github.com/vbehar/PiScope and if you haven't tried pi yet, this is a good time to do it ;-) pi.devgithub.comGitHub - vbehar/PiScope: A lightweight macOS menu bar app to monitor your [pi coding agent](https://pi.dev) sessionsA lightweight macOS menu bar app to monitor your [pi coding agent](https://pi.dev) sessions - vbehar/PiScope 121
Vincent Behar @vbehar.dev · 09/04/2026Oh! pi.dev has moved to Earendil. Good move. If you are into agentic AI and haven't tried it yet, now is a good time.pi.devpi.devA terminal-based coding agent 100
Reposted by Vincent BeharThomas Vitale ☀️ @thomasvitale.com · 02/04/2026What if you could package, distribute, and secure Agent Skills like you do with your container images, configuration, and libraries? This is my proposal for an open specification for managing Skills as OCI Artifacts, re-using the same tools and infra you already have thomasvitale.com/agent-skills...thomasvitale.comAgent Skills as OCI ArtifactsI'm proposing a specification for packaging and distributing Agent Skills as OCI Artifacts for skills discovery, full portability, provenance, integrity, and enterprise features. 132
Vincent Behar @vbehar.dev · 02/04/2026Awesome new project by @lbroudoux.bsky.social and @kheddache.me, to expose APIs to AI agents. I really like this blog post and their mindset on the problem reshapr.io/blog/from-co...reshapr.ioFrom Context Overload to Context Control! | reShaprHow reShapr's selective tool exposure makes the Model Context Protocol production-ready at enterprise scale. 363
Reposted by Vincent BeharLaurent Cheylus @lcheylus.bsky.social · 18/03/2026Betterleaks: a new open source Secrets Scanner from the author of Gitleaks. It's a drop-in replacement for Gitleaks with new filters, configurable validation, faster scans, more options, and built for the agentic era. #Git www.aikido.dev/blog/betterl...aikido.devBetterleaks: The Gitleaks Successor Built for Faster Secrets ScanningBetterleaks is a new open source secrets scanner from the creator of Gitleaks. A drop-in replacement with faster scans, token efficiency detection, configurable validation, and more. 095
Reposted by Vincent BeharSimon Aronsson @simme.dev · 17/03/2026I just published a blog post on an experiment I did with building a dry-run mode for the OpenTelemetry Collector. It's a work in progress, and was mainly built to scratch my own itch, but nonetheless -- enjoy! ubuntu.com/blog/buildin... #observability #otel #o11y #sreubuntu.comBuilding a dry-run mode for the OpenTelemetry Collector | UbuntuTeams continuously deploy programmable telemetry pipelines to production, without having access to a dry-run mode. At the same time, most organizations lack staging environments that resemble producti... 074
Reposted by Vincent BeharFilippo Valsorda @filippo.abyssdomain.expert · 12/02/2026The Go Checksum Database guarantees that every single Go build uses the same source for a given module version. However, GitHub might not show you that code. pkg.geomys.dev displays the canonical source of a Go module, and it comes with browser extensions to replace pkg.go.dev source links.words.filippo.ioInspecting the Source of Go ModulesCode hosts like GitHub don't necessarily show the correct source of Go modules. pkg.geomys.dev is a new convenient viewer for module source. 36913
Reposted by Vincent Behar𝙳𝚘𝚝𝚊𝚗 𝙷𝚘𝚛𝚘𝚟𝚒𝚝𝚜 @horovits.bsky.social · 14/02/2026interesting move by @percona.bsky.social, spinning off #opensource project PerconaEverest to a new co and turning it to a multi-vendor #database provisioning on #Kubernetes (OpenEverest). aiming to donate it to the CNCF. A nice addition to the #cloudnative stack. www.percona.com/blog/blog-po...percona.comGood Bye Percona Everest, Hello OpenEverest!Percona Everest will become OpenEverest, retaining the same open source (Apache 2.0) license and become a multi-vendor project built with open governance at its core. 141
Reposted by Vincent BeharCharity Majors @charity.wtf · 13/02/2026o16g.com is the best thing i've read in a week full of seriously great reads. and now, as of two hours ago...with its own line of merch. do scroll down until you see the "honeycomb edition" shirts.. you will understand my excitement 😍🌈 www.bonfire.com/store/o16g/bonfire.como16g | Outcome engineering merch | BonfireCheck out o16g on Bonfire and shop official merchandise today! Featuring limited edition custom apparel, printed with care in the USA just for you. 1183
Reposted by Vincent BeharAaron Wislang 🇨🇦 @aaronw.dev · 13/02/2026Outcome Engineering (via @charity.wtf): o16g.como16g.comOutcome EngineeringIt was never about the code. 0128
Reposted by Vincent BeharAdrian Mouat @adrianmouat.com · 06/02/2026For those of us struggling with feeling devalued as programmers with the rise of AI, I present the following quote from Paul Graham: "In programming, as in many fields, the hard part isn't solving problems, but deciding what problems to solve." 131
Vincent Behar @vbehar.dev · 06/02/2026Mitchell Hashimoto's AI adoption journey: mitchellh.com/writing/my-a... Really interesting. As always, push past the initial friction.mitchellh.comMy AI Adoption Journey 010
Reposted by Vincent BeharFabrice Aneche @akhen.bsky.social · 05/02/2026I really like the idea behind gryph github.com/safedep/gryph, it is hooking up onto your agents and create an audit trail log. It was simple to install, and did the job (I'm talking about the free opensource solution)github.comGitHub - safedep/gryph: The AI coding agent audit trail toolThe AI coding agent audit trail tool. Contribute to safedep/gryph development by creating an account on GitHub. 011
Vincent Behar @vbehar.dev · 05/02/2026Merci à tous les orgas de la team @cloudnativedays.fr ! la barre était déjà haute après le KCD 2023, mais cette édition était vraiment top ! Vivement la prochaine ;-) 010
Reposted by Vincent BeharSimon Willison @simonwillison.net · 30/01/2026I wrote about Clawdbot/Moltbot/OpenClaw and Moltbook, the fascinating, weird and sometimes even useful social network for digital assistants to swap tips and gossip with each other simonwillison.net/2026/Jan/30/...simonwillison.netMoltbook is the most interesting place on the internet right nowThe hottest project in AI right now is Clawdbot, renamed to Moltbot, renamed to OpenClaw. It’s an open source implementation of the digital personal assistant pattern, built by Peter Steinberger … 1724946
Reposted by Vincent BeharLachlan Kermode @ohrg.org · 28/01/2026The Oxide RFD on using LLMs is exceptionally well written (h/t @bcantrill.bsky.social). This is a more coherent idea of what writing/text/language *is* and what's it's for---and why its expedited manufacture won't invalidate all aspects of that ontology---than a good chunk of the humanist hysterics.rfd.shared.oxide.computer576 - Using LLMs at Oxide / RFD / Oxide 0213
Reposted by Vincent BeharSimon Willison @simonwillison.net · 31/12/2025Here's my enormous round-up of everything we learned about LLMs in 2025 - the third in my annual series of reviews of the past twelve months simonwillison.net/2025/Dec/31/... This year it's divided into 26 sections! This is the table of contents: 824954
Reposted by Vincent BeharBryan Liles @bryanl.dev · 28/12/2025I have opinions about GenAI agents. Too many for Bluesky, so I wrote a whole blog post instead. blog.bryanl.dev/posts/agent-...blog.bryanl.devAgents Done Right: A Framework Vision for 2026Agents choke on context, loop on failures, and dump walls of code for review. It's time to rethink the architecture. 1295
Reposted by Vincent BeharSam Rose @samwho.dev · 16/12/2025New post! ✨ Prompt caching ✨ My first big project post for @ngrok.com. 5 weeks, 12217 lines of code, 195 commits. I poured a lot into this one, and learned a lot in the process. I really hope you enjoy it ❤️ 79520
Reposted by Vincent BeharSimon Willison @simonwillison.net · 14/12/2025Here's Emil's 17 step guide to how he used VS Code agent mode plus Claude 3.7 Sonnet, Gemini Pro 3 and Claude Opus to build the new library - it's a fantastic case study in using LLMs for serious, prediction quality code (vibe engineering, not vibe coding) friendlybit.com/python/writi...friendlybit.comHow I wrote JustHTML using coding agents - Friendly BitI recently released JustHTML, a python-based HTML5 parser. It passes 100% of the html5lib test suite, has zero dependencies, and includes a CSS selector... 4474
Reposted by Vincent BeharPhilippe Charrière 💜 @k33gorg.bsky.social · 13/12/2025A WASM virtual machine written in Go with 0 dependencies github.com/ziggy42/epsi... 😍😍😍github.comGitHub - ziggy42/epsilon at dailydevA WASM virtual machine written in Go with 0 dependencies - GitHub - ziggy42/epsilon at dailydev 045
Vincent Behar @vbehar.dev · 26/11/2025Excellent read on the new changes to the MCP Spec - thanks @aaronpk.com! 010
Vincent Behar @vbehar.dev · 18/11/2025want automatic completions for your kubectl brew plugins - or at least the ones written in go with the Cobra lib? github.com/marckhouzam/... Smart hack - see the Readme for more details.github.comGitHub - marckhouzam/kubectl-plugin_completion: A kubectl plugin to enable shell completion for other pluginsA kubectl plugin to enable shell completion for other plugins - marckhouzam/kubectl-plugin_completion 131
Reposted by Vincent BeharBryan Cantrill @bcantrill.bsky.social · 13/11/2025The video for my #taloscon2025 keynote is now up! www.youtube.com/watch?v=Cum5...youtube.comThe Complexity of SimplicityYouTube video by Oxide Computer Company 17221
Reposted by Vincent BeharHelm @helm.sh · 12/11/2025‼️Helm v4.0.0 is now officially live! github.com/helm/helm/re... ‼️ New updates include: 🎉 plugin system that supports WASM based plugins 🎉 Server side apply support 🎉 & LOTS more Go check it out! & if you’re around at #KubeCon, come chat about it at the Helm booth!github.comRelease Helm v4.0.0 · helm/helmThe Helm Team is proud to announce the first stable release of Helm 4. New Features Helm 4 has numerous new features, but a few deserve highlighting here: Redesigned plugin system that supports We... 03513
Reposted by Vincent BeharMan in Business Suit Levitating @dfeldman.org · 10/09/2025new image for every Kubernetes presentation just dropped 311625
Reposted by Vincent BeharSmaine Kahlouch (Smana) @smana.dev · 26/08/2025What if logs management could be simple and fast? 🤔 This post dives into #VictoriaLogs! 🚀 Production-ready setup 🔍 LogsQL for querying 🔧 Integrate it with #VictoriaMetrics hands-on guide & configs 👇 blog.ogenki.io/post/series/... (Aussi dispo en 🇫🇷) #Observability #CloudNative #Kubernetesblog.ogenki.io`VictoriaLogs`: What if logs management became simple and performant?In the era of distributed architectures, fast and efficient logs search remains a challenge, involving solutions that are sometimes complex to deploy and … 061
Reposted by Vincent Beharahmet alp balkan @ahmet.dev · 09/07/2025As we test Kubernetes clusters beyond the supported 5,000+ nodes limit at LinkedIn, we're finding out 'List API' calls are a bottleneck in cluster reliability. So I'm publishing a deep dive about why this is a problem and what you can do about them. ahmet.im/blog/kuberne... 1257
Vincent Behar @vbehar.dev · 29/06/2025Prompt engineering is dead, long live Context engineering! Well, maybe something like 1 year? ;-) 000
Vincent Behar @vbehar.dev · 19/06/2025Sneak pick: - Kubernetes: Origins - The Crew: One UX to Drive Them All - Prince of Platforms: The Sands of Innovation #Kubernetes #SunnyTech2025 040
Reposted by Vincent BeharAurélie Vache @aurelievache.bsky.social · 19/06/2025Charm published a new Go CLI starter kit: Fang (experimental) github.com/charmbracele... Features - Fancy output - Fancy errors - Automatic --version - Manpages - Completions - Themeable - Silent usage output Need to test 😇github.comGitHub - charmbracelet/fang: The CLI starter kitThe CLI starter kit. Contribute to charmbracelet/fang development by creating an account on GitHub. 133
Reposted by Vincent BeharK8sContributors @kubernetes.dev · 16/06/2025Blog: Changes to Kubernetes Slack-kubernetes.devChanges to Kubernetes SlackKubernetes Slack will lose its special status and will be changing into a standard free Slack on June 20. Sometime later this year, our community will likely move to a new platform. If you are responsible... 11110
Vincent Behar @vbehar.dev · 10/06/2025Nice! The interesting part is github.com/apple/contai... TL;DR it uses a lightweight VM for each containergithub.com 010
Reposted by Vincent BeharDagger @dagger.io · 05/06/2025Introducing container use for agents. Go from babysitting one agent at a time to enabling many agents to work safely and independently with your preferred stack. github.com/dagger/conta... 155
Vincent Behar @vbehar.dev · 23/05/2025I just tried www.instapaper.com to replace Pocket and found out I already have an account. Indeed, there was 1 item in my account from 14 years ago! > Automatic Flushing: The Rails 3.1 Planinstapaper.comInstapaperA simple tool for saving web pages to read later on your iPhone, iPad, Android, computer, or Kindle. 000