ai-dev-tools-zoomcamp

<p align="center"> <img width="100%" src="images/course-cover.png" alt="AI Dev Tools Zoomcamp Cover Image"> </p> <h1 align="center"> <strong>AI Dev Tools Zoomcamp: Write Better Code Faster</strong> </h1> <p align="center"> Welcome to the AI Dev Tools Zoomcamp, a free course that helps you use AI tools to write better code, faster. </p> <p align="center"> <a href="https://airtable.com/appJRFiWKHBgmEt70/shrpw7rk55Ewr1jCG"><img src="https://user-images.githubusercontent.com/875246/185755203-17945fd1-6b64-46f2-8377-1011dcb1a444.png" height="50" /></a> </p> <div align="center"> [](https://datatalks.club/slack.html) [](https://airtable.com/appJRFiWKHBgmEt70/shrpw7rk55Ewr1jCG) [](https://twitter.com/intent/tweet?text=Check%20out%20AI%20Dev%20Tools%20Zoomcamp!%20A%20free%20course%20on%20using%20AI%20tools%20for%20coding.%20Starting%202025!%20Learn%20more%3A%20https%3A%2F%2Fgithub.com%2FDataTalksClub%2Fai-dev-tools-zoomcamp) </div> ## How to Join? We're starting the first cohort of this course on November 18, 2025! [Sign up here](https://airtable.com/appJRFiWKHBgmEt70/shrpw7rk55Ewr1jCG) to join us. ## Who Is This For? This course is for anyone who wants to use AI tools to help with coding. You don't need any AI experience to start - just curiosity about using AI tools to help with your coding! ## What We'll Cover ### Module 1 — [Introduction to Vibe Coding / AI Tools Overview](01-overview/) * 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)](02-end-to-end/) - 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](03-mcp-agents/) - 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)](04-build-coding-agent/) - 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](05-cicd-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 ### Module 6 — [Automation with Low-Code and No-Code AI (n8n)](06-automation-lowcode/) - 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 ## Your Instructor - [Alexey Grigorev](https://linkedin.com/in/agrigorev) ## Coming Soon * Course Channel on DTC Slack * Telegram Channel with Announcements * Pre-launch Q&A Stream * Launch Stream with Course Overview * Course Google Calendar * FAQ * Course Playlist ## About DataTalks.Club DataTalks.Club is a community of data enthusiasts learning and growing together. We're all about sharing knowledge, helping each other out, and making data science more accessible. Join us: • [Website](https://datatalks.club/) • [Slack Community](https://datatalks.club/slack.html) • [Newsletter](https://us19.campaign-archive.com/home/?u=0d7822ab98152f5afc118c176&id=97178021aa) • [Events](http://lu.ma/dtc-events) • [Calendar](https://calendar.google.com/calendar/?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQ) • [YouTube](https://www.youtube.com/@DataTalksClub/featured) • [GitHub](https://github.com/DataTalksClub) • [LinkedIn](https://www.linkedin.com/company/datatalks-club/) • [Twitter](https://twitter.com/DataTalksClub)