Accountability circles
Build in sprints with shared momentum and live check-ins for progress, blockers, and next steps.
Action-oriented builders. Now open.
A community for action-oriented builders interested in AI engineering and AI tools. Get the structure, focus, and accountability you need to ship practical AI products.
Build
Practical AI projects
Ship
With structure & accountability
Grow
Through peer collaboration
Philosophy
Designed for motivated learners who prefer learning by doing. Get clear frameworks, direction, and community support to make consistent progress on your projects.
No passive consumption. Every activity is designed around building, shipping, and getting feedback on real work.
Focus on what actually works in production. Move from prototypes to reliable systems with battle-tested patterns.
Work alongside other practitioners. Hackathons, projects, and group problem-solving instead of isolated learning.
See how working AI systems are designed, debugged, and improved through practical examples and shared experience.
Member benefits
AI Shipping Labs turns project ideas into a shared practice: focused work, useful feedback, and a cadence that keeps the next step visible.
Explore membership benefitsBuild in sprints with shared momentum and live check-ins for progress, blockers, and next steps.
Write up what you learn so other members can build on it, instead of everyone solving the same problem alone.
Join live 1.5-2 hour working sessions on topics requested by members.
Trace one trending AI idea back to code and primary sources, then evaluate it through an engineering lens.
Work through interviews, offers, salary, LinkedIn, GitHub, and how to present projects to hiring teams.
Pick one project outcome that matters enough to finish inside a defined window.
Work alongside other builders with a live cadence, check-ins, and visible progress.
End the sprint with a project milestone, demo, or public artifact you can build on.
Live sessions on the calendar
Follow the current schedule of building sessions, office hours, and community conversations. Each event shows the membership level it requires.
What learners say
AI Shipping Labs community is new, but here's what practitioners say about the courses that inspired it.
Membership
Each tier is designed for a different type of builder. More investment means more structure, accountability, and support to help you ship your AI projects consistently.
Start free
Get community updates, browse open resources, and register for free events.
From the blog
Long-form notes, walkthroughs, and experiments. Stay close to how we build and reason.
What we decided at the first Inference Engineering Book Club session: why we chose the book, how the club works, what to read, and resources shared by participants.
A practical guide to project deep dives, Python exercises, unfamiliar tasks, and the evidence hiring managers look for in AI engineering interviews.
AI Shipping Labs Sprint 2 starts today. Join the six-week sprint to work from your personal plan, or combine it with LLM Zoomcamp in a closed cohort with weekly office hours for AI Shipping Labs members.
Workshops
Practical sessions with a writeup, recording, materials, and code you can use after the workshop ends.
In this workshop we build Luma, a voice coach for rehearsing difficult conversations. You talk, and the coach walks you through Nonviolent Communication. By the end, a tangled con…
Jul 22, 2026
In this workshop we take a CV that's not focused on AI engineering roles and make it more relevant. We build a pipeline where: a renderer turns YAML into Harvard-style CVs we tak…
Jul 8, 2026
We start with a fixed RAG pipeline that searches a course FAQ once and passes the results to the model. That works until the search misses. A typo, a question phrased the wrong wa…
Jul 7, 2026
FAQ