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Posts by Vincent Behar

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Agent Skills as OCI Artifacts I'm proposing a specification for packaging and distributing Agent Skills as OCI Artifacts for skills discovery, full portability, provenance, integrity, and enterprise features.

What 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...

6 days ago 2 2 0 0

Awesome 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...

6 days ago 6 3 3 0
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Betterleaks: The Gitleaks Successor Built for Faster Secrets Scanning Betterleaks 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.

Betterleaks: 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...

3 weeks ago 9 5 0 0
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Building a dry-run mode for the OpenTelemetry Collector | Ubuntu Teams 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...

I 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 #sre

3 weeks ago 8 4 0 0
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Inspecting the Source of Go Modules Code hosts like GitHub don't necessarily show the correct source of Go modules. pkg.geomys.dev is a new convenient viewer for module source.

The 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.

1 month ago 69 13 3 0
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Good 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.

interesting 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...

1 month ago 4 1 1 0

o16g.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/

1 month ago 18 3 1 0
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Outcome Engineering It was never about the code.

Outcome Engineering (via @charity.wtf): o16g.com

1 month ago 11 8 0 1

hum ça me dit que "Cet album a été consulté sur trop d'appareils" ;-)

1 month ago 0 0 1 0
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For 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."

2 months ago 3 1 1 0

Est ce qu'il y a un meilleur moment que le vendredi fin d'après-midi pour faire une release ? ;-)

2 months ago 0 0 0 0
My AI Adoption Journey

Mitchell Hashimoto's AI adoption journey: mitchellh.com/writing/my-a...

Really interesting. As always, push past the initial friction.

2 months ago 1 0 0 0
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GitHub - safedep/gryph: The AI coding agent audit trail tool The AI coding agent audit trail tool. Contribute to safedep/gryph development by creating an account on GitHub.

I 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)

2 months ago 1 1 0 0

Merci 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 ;-)

2 months ago 1 0 0 0
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Moltbook is the most interesting place on the internet right now The 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 …

I 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/...

2 months ago 250 46 19 27
576 - Using LLMs at Oxide / RFD / Oxide

The 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.

2 months ago 21 3 0 1

Wahou assassin! Ça nous rajeunit pas tout ça ;-) en tout cas bravo pour le reste, sauf les blessures, et bonne année à toi aussi. Faut qu'on se fasse un dej un de ces jours!

2 months ago 0 0 0 0

    The year of “reasoning”
    The year of agents
    The year of coding agents and Claude Code
    The year of LLMs on the command-line
    The year of YOLO and the Normalization of Deviance
    The year of $200/month subscriptions
    The year of top-ranked Chinese open weight models
    The year of long tasks
    The year of prompt-driven image editing
    The year models won gold in academic competitions
    The year that Llama lost its way
    The year that OpenAI lost their lead
    The year of Gemini
    The year of pelicans riding bicycles
    The year I built 110 tools
    The year of the snitch!
    The year of vibe coding
    The (only?) year of MCP
    The year of alarmingly AI-enabled browsers
    The year of the lethal trifecta
    The year of programming on my phone
    The year of conformance suites
    The year local models got good, but cloud models got even better
    The year of slop
    The year that data centers got extremely unpopular
    My own words of the year
    That’s a wrap for 2025

The year of “reasoning” The year of agents The year of coding agents and Claude Code The year of LLMs on the command-line The year of YOLO and the Normalization of Deviance The year of $200/month subscriptions The year of top-ranked Chinese open weight models The year of long tasks The year of prompt-driven image editing The year models won gold in academic competitions The year that Llama lost its way The year that OpenAI lost their lead The year of Gemini The year of pelicans riding bicycles The year I built 110 tools The year of the snitch! The year of vibe coding The (only?) year of MCP The year of alarmingly AI-enabled browsers The year of the lethal trifecta The year of programming on my phone The year of conformance suites The year local models got good, but cloud models got even better The year of slop The year that data centers got extremely unpopular My own words of the year That’s a wrap for 2025

Here'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:

3 months ago 248 54 7 9
Agents Done Right: A Framework Vision for 2026 Agents choke on context, loop on failures, and dump walls of code for review. It's time to rethink the architecture.

I have opinions about GenAI agents. Too many for Bluesky, so I wrote a whole blog post instead.

blog.bryanl.dev/posts/agent-...

3 months ago 26 5 1 1

Merci pour votre super travail !

3 months ago 0 0 1 0

New 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 ❤️

3 months ago 94 20 7 1
How I wrote JustHTML using coding agents - Friendly Bit I recently released JustHTML, a python-based HTML5 parser. It passes 100% of the html5lib test suite, has zero dependencies, and includes a CSS selector...

Here'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...

3 months ago 47 4 4 1
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GitHub - ziggy42/epsilon at dailydev A WASM virtual machine written in Go with 0 dependencies - GitHub - ziggy42/epsilon at dailydev

A WASM virtual machine written in Go with 0 dependencies
github.com/ziggy42/epsi...
😍😍😍

3 months ago 4 5 0 0

Excellent read on the new changes to the MCP Spec - thanks @aaronpk.com!

4 months ago 1 0 0 0

Krew, not brew, of course...

4 months ago 1 0 0 0
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GitHub - marckhouzam/kubectl-plugin_completion: A kubectl plugin to enable shell completion for other plugins A kubectl plugin to enable shell completion for other plugins - marckhouzam/kubectl-plugin_completion

want 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.

4 months ago 3 1 1 0

Time for a v1.0 ? ;-)

4 months ago 0 0 0 0

The video for my #taloscon2025 keynote is now up!
www.youtube.com/watch?v=Cum5...

4 months ago 72 21 1 3
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Release Helm v4.0.0 · helm/helm The 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...

‼️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!

4 months ago 35 13 0 1

new image for every Kubernetes presentation just dropped

6 months ago 115 25 3 0