Learn AI engineering with real projects
Free, end-to-end courses paired with Dave Ebbelaar's YouTube builds, with the architecture, the code, and the reasoning.
Free to follow along, no signup needed.
Latest builds
Start with a full project
Document copilot
Build a production RAG document Q&A assistant for an equity research firm with FastAPI, React, Supabase, and Pydantic AI, from ingestion to deployment.
Invoice review
Build a hybrid invoice and receipt review app on Azure with Document Intelligence, Azure OpenAI, FastAPI, and React, starting from the client brief and a clean starter repo.
More courses
Keep building
Automation backend
IntermediateBuild one backend that runs every automation in your company, with webhooks, scheduled jobs, an event ledger, and background workers instead of a pile of Zapier and n8n scenarios.
Suggest the next build
Drop a comment on the channel with the project you want to see end to end.
Guides
The setup behind the builds
Herdr setup
Run Claude Code, Codex, Grok, and any other coding agent from one terminal with Herdr, Ghostty, Neovim, and lazygit. Dave's config files, ready to copy.
Company knowledge base
Build an internal company handbook with Fumadocs, then add editing and semantic search with Sanity.
Cloud coding workspace
Run Claude Code and Codex in Herdr on your own Hostinger VPS, limit SSH to your own IP address, and reconnect to the same agent sessions from your laptop.
Topics