Basic or above
Deploying an Agent to AWS Lambda
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…
Workshops
Hands-on AI workshops
Practical AI engineering sessions for builders who learn by building. In each workshop we turn an idea into a concrete guided path with the recording, a step-by-step tutorial, and runnable code or materials when they are provided.
Latest workshops
Basic or above
End-to-End Agent Deployment
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…
Alexey Grigorev
Free
AI Agents
Skills.md from Scratch: Build a Skill-Driven Coding Agent
We start from the coding agent from the prerequisite workshop and turn it into a general-purpose coding agent with two reusable behavior la…
Alexey Grigorev
Free
AI Agents
Building Safe AI Agents with Guardrails
We start with a DataTalks.Club Data Engineering Zoomcamp FAQ assistant, then add checks that keep the agent on topic, block unsafe response…
Alexey Grigorev
How workshops work
Guided build flow
Follow a project from setup through implementation decisions and shipping checkpoints.
Replay and tutorials
Use recordings alongside step-by-step tutorials when you want to revisit the work.
Project outcomes
Leave with code, materials, or project direction you can adapt to real AI systems.