Content
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<strong>AI Dev Tools Zoomcamp: Write Better Code Faster</strong>
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Welcome to the AI Dev Tools Zoomcamp, a free course that helps you use AI tools to write better code, faster.
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<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>
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[](https://datatalks.club/slack.html)
[](https://airtable.com/appJRFiWKHBgmEt70/shrpw7rk55Ewr1jCG)
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## 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)
Connection Info
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