Archive
Browse the full AI Shipping Labs workshop archive, newest first, with recordings, step-by-step tutorials, materials, and membership access labels.
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.…
In this workshop we'll build the classic Snake game as a full-stack web app, end to end. A coding assistant does most of the work. We'll: …
AI agents are useful because they can call tools and act on user requests. That same flexibility makes them easy to steer off topic. In thi…
We build a RAG system over real documentation and evolve it into an agentic search flow. For the knowledge base we use the Evidently AI doc…
We build a coding agent from scratch, starting with tool calls and an agentic loop. We add a skills system that loads reusable instruction …
A newer, combined version of this workshop is available: Coding Agent with Skills. We start from the coding agent in the prerequisite works…
We start with a DataTalks.Club Data Engineering Zoomcamp FAQ assistant. Then we add checks that keep the agent on topic and block unsafe re…
We build a deep research agent over the DataTalks.Club podcast archive. We start by downloading and indexing YouTube transcripts. Then we t…
We build a course FAQ assistant from the bottom up. First we expose a plain Python search(query) function to the OpenAI Responses API. Then…
For a newer, combined take, see Coding Agent with Skills. We build a small project bootstrapper for Django, a coding agent that takes a pla…