AI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. This course is provided by DataTalksClub with Alexey Grigorev and Bhavani Ravi as instructors.
- AI-assisted development with Snake game example (React + JS)
- Chat applications: ChatGPT, Claude, DeepSeek, Microsoft Copilot
- Coding assistants / IDEs: Claude Code, GitHub Copilot, Cursor, Pear
- Project bootstrappers: Bolt, Lovable
- Agents: Anthropic Computer Use, PR Agent, others
Module 2 — End-to-End Project (Snake)
- Use a coding assistant for an end-to-end project
- Build Snake in React/TS
- Define API with OpenAPI
- Generate FastAPI server from OpenAPI specs
- Add CI/CD
- Deploy the application
Module 3 — Model-Context Protocol
- Enhancing AI assistants with tools
- Core servers: GitHub, Filesystem, DB/SQL, HTTP/API, CI
- Practical workflows: repo triage, PR summarization, scripted edits, data queries
- Local vs. remote servers
- Security/permissions
Module 4 — Build an AI Coding Agent (for Django)
- Build your own coding agent that can scaffold and extend projects
- Use a Django template as the base project
- Learn how agents act as project bootstrappers
- Explore multiple agent orchestration frameworks
- Outcome: a Django app created and modified by your AI agent
Module 5 — AI for Testing, CI/CD & DevOps
- AI-assisted PR reviews/summaries and change-risk hints
- Automated test generation, coverage gates, and LLM evals in CI
- Release notes, changelog drafting, and deployment runbooks
- Incident postmortems and on-call copilots
- When to automate vs. code; composable AI tasks
- Build an n8n workflow using LLM nodes and webhooks
- Connectors: email, Slack, GitHub/Jira/Notion, databases
- Ship lightweight assistants without maintaining servers
Repository for Homework
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