Workshops
Multi-page workshops with a recorded session, runnable code, and a step-by-step writeup. Watch the recording, follow the tutorial, and ship something real.
We start from the FastAPI service we deployed to Railway in the previous workshop, strip out FastAPI, and swap it for a custom AWS Lambda r…
Starting from a Jupyter notebook that runs an agentic-RAG bot, we turn it into a FastAPI service with a vanilla-JS frontend, containerize i…
We start from the coding agent from the prerequisite workshop and turn it into a general-purpose coding agent with two reusable behavior la…
We start with a DataTalks.Club Data Engineering Zoomcamp FAQ assistant, then add checks that keep the agent on topic, block unsafe response…
We build a deep research agent over the DataTalks.Club podcast archive. The workshop starts by downloading and indexing YouTube transcripts…
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…
We build a small project bootstrapper for Django: a coding agent that takes a plain-language app request, copies a working Django template,…
We compare AI coding tools by asking them to help build the same small app: Snake in React. The session is a comparison, not a single produ…