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…
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Browse the full AI Shipping Labs workshop archive, newest first, with recordings, step-by-step tutorials, materials, and membership access labels.
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
Free
AI Agents
Build a Production-Ready YouTube AI Agent with Temporal
We build a deep research agent over the DataTalks.Club podcast archive. The workshop starts by downloading and indexing YouTube transcripts…
Alexey Grigorev
Free
AI Agents
Building AI Agents with MCP, PydanticAI and OpenAI
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…
Alexey Grigorev
Free
AI Agents
Building a Coding Agent: Python/Django Edition
We build a small project bootstrapper for Django: a coding agent that takes a plain-language app request, copies a working Django template,…
Alexey Grigorev
Free
AI Agents
AI Coding Tools Compared: ChatGPT, Claude, Copilot, Cursor, Lovable and AI Agents
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…
Alexey Grigorev