The agent harness belongs outside the sandbox https://www.mendral.com/blog/agent-harness-belongs-outside-sandbox
Sam Alba
@samalba.com
Co-founder Mendral.com - AI DevOps Engineer; prev: Co-founder @dagger.io; ex-Docker Engineering https://samalba.com
Imagine your project becomes the most popular on GitHub overnight. Now you’re dealing with 1,000 PRs a day. Welcome to the age of AI contributors. Don’t panic — @kylepenfound.com has some thoughts on how to survive the feedback loop flood and level up your CI. dagger.io/blog/evoluti...
🛠️ Expose your code as LLM’s Tools 🔍 Watch Agents use them via Dagger Cloud Traces 📈 Test their behavior with Evals as Code The Evaluator module from Dagger makes it all work in CI Read the blog → dagger.io/blog/evals-a...
As Alex on the @dagger.io team likes to say: No matter the model or framework, you can’t outrun prompt engineering. By Dagger Co-Founder & VP of Engineering @samalba.com
AI Agents Need Help. Here's 4 Ways To Ship Software Reliably
As Alex on the Dagger team likes to say: No matter the model or framework, you can’t outrun prompt engineering.
bit.ly
As Alex on the @dagger.io team likes to say: No matter the model or framework, you can’t outrun prompt engineering. By Dagger Co-Founder & VP of Engineering @samalba.com
AI Agents Need Help. Here's 4 Ways To Ship Software Reliably
As Alex on the Dagger team likes to say: No matter the model or framework, you can’t outrun prompt engineering.
bit.ly
Introducing 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...
Best way to prepare for a #kubecon talk? Partying in super good company🥳 (yes, I know, this would be worth the travel alone) #dreams #drinks #containerhistory
Alright, everything's ready @dagger.io! Let my #kubecon begin 🦾 Don't forget to come say hi after my #interLink lightining talk (just before the Dagger hack night!) l.infn.it/1du
Hey there 👋 Just wanted to share a fun experiment I’ve been playing around with at Dagger. We hooked up our entire Container API to LLMs, and they’ve been doing some mind-blowing stuff... 🧵
GitHub - samalba/agents
Contribute to samalba/agents development by creating an account on GitHub.
github.com
Anyone tried Windsurf IDE for AI? I am hearing Cursor is now old school. I officially became an old man.
Just like we containerized webapps, we'll have to containerize AI agents... but how? What first principles led to containers in the first place, and how do they transpose to LLMs? This was my first talk at an AI meetup, but I doubt it will be the last! youtu.be/XWO_3My2eVU?...
GPUs in CI/CD are challenging—high costs, low utilization, and complex setups. Dagger + @fly.io, Lambda Labs, and Ollama make it easy with on-demand GPU workflows, cost-saving caching, and seamless pipelines. See it in action: dagger.io/blog/gpu-cha...
You can now run Dagger on GitHub Actions blazing-fast distributed caching—no self-hosted runners needed. A one-line change unlocks faster builds and seamless performance thanks to the new Dagger Powered program and our friends at Depot! ✨See how simple it is here: dagger.io/blog/dagger-...
I spent some time with @barton808.bsky.social at KubeCon going over my past at Docker, how we came across several technology and teams challenges, and how it became the foundation to build @dagger.io - If you're curious here is the full recording: www.youtube.com/watch?v=yHHa...
Sam Alba: from Docker to Dagger
YouTube video by Barton George
youtube.com
CI/CD workflows shouldn’t feel like a gamble. On the Platform Engineering Podcast, @shykes.bsky.social discusses: •Tackling "push & pray" in pipelines •Building modular, scalable workflows •The evolution of DevOps & software factories 🎙️ Tune in: https://buff.ly/4gkPVZE
I've gone the dagger.io route for project specific tooling and generally containerized setups, for both building and as a containerized task engine
Dagger.io
Powerful, programmable CI/CD engine that runs your pipelines in containers — pre-push on your local machine and/or post-push in CI
dagger.io
I really enjoyed my conversation w/ @samalba.com we cover a lot of ground - how Docker was the result of a pivot away from PaaS, the challenges of scaling startups, the importance of team culture and finding the right VC, and how an rigorous discovery process led to Dagger and pipeline as a service
I spent some time with @barton808.bsky.social at KubeCon going over my past at Docker, how we came across several technology and teams challenges, and how it became the foundation to build @dagger.io - If you're curious here is the full recording: www.youtube.com/watch?v=yHHa...
I spent some time with @barton808.bsky.social at KubeCon going over my past at Docker, how we came across several technology and teams challenges, and how it became the foundation to build @dagger.io - If you're curious here is the full recording: www.youtube.com/watch?v=yHHa...
Sam Alba: from Docker to Dagger
YouTube video by Barton George
youtube.com
Want to see some GPU-magic with Dagger, Ollama and Fly? Tomorrow 9am, streamed on youtube, linkedin. And recorded in case you cannot attend live.
🚀 Dagger Community Call Tomorrow at 9:00 am PT! Join us for insights, demos, and inspiration—perfect for both Dagger beginners and pros. Check out the agenda below. 📺 Livestreaming on YouTube and X—don’t miss it! 👉 Add the series to your calendar: bit.ly/Dagger-Commu...
I strongly recommend watching the documentary “Buy Now!” on Netflix - very well made and very informative. It’ll make you think twice about buying the new iPhone or a pair of shoes.
Don’t get me wrong, meeting people at #KubeCon is cool, but also important: renew stickers on the laptop 💻
Doing my part to add some @containerd.dev hats to the #KubeCon hat scene. Got most of the Dagger team to wear them 🧢😁 @shykes.bsky.social
Heading to #KubeCon. If you have time to meet, I’ll be spending most of the time at the @dagger.io booth with the rest of the Team! Come join us if you want to see a demo on how to make your CI, build and tests 10x faster 🚀
In which I do the wrong thing from a product perspective.. or do I? blog.helix.ml/p/announcing...
Announcing Helix 1.4 – CI/CD for Cloud-Native GenAI Apps
Helix test (evals) and a K8s Operator with a Helix + Flux reference architecture = GitOps for GenAI. Hardened scheduler, new long-context models. JIRA and multi-lingual RAG apps.
blog.helix.ml
Since I have quite some time on my hands these days, I've been working on improving the on-boarding experience for new people that use Cargo Lambda. I just released version 1.5.0 with a bunch of goodies: github.com/cargo-lambda... Follow this thread to see some of these major improvements 🧵
Release v1.5.0 · cargo-lambda/cargo-lambda
What's Changed feat: Allow changing include destination. by @calavera in #696 feat: Add option to change the location of the S3 object to deploy. by @calavera in #697 chore: bump container rust ve...
github.com
Last year, in an attempt to escape from Twitter, I tried Mastodon, but the UX didn't click for me. Then a Bluesky invite showed up. It was the Twitter clone I was looking for. I started crossposting as a hedge, I even started sending invites of my own. I was all in. Then I went back to Twitter.
I made my 1st contribution to github.com/wolfi-dev/os - fast and easy, it's just YAML... but their tooling and efficiency are impressive! Anyway, the new version of @dagger-io.bsky.social on Wolfi is now correctly built. github.com/wolfi-dev/os...
GitHub - wolfi-dev/os: Main package repository for production Wolfi images
Main package repository for production Wolfi images - wolfi-dev/os
github.com
I see more and more people and good content here. Makes me want to get rid of twitter sooner.