Build and Ship an AI-Assisted Full-Stack App
This is the 2nd workshop in our series to update the AI Dev Tools Zoomcamp content.
This workshop updates Module 2: Build and Ship an AI-Assisted Full-Stack App.
In this hands-on session, Alexey Grigorev will show how to use AI tools across the full application workflow, from the first product spec to a deployed full-stack app.
You will see how AI can help with product planning, frontend and backend development, OpenAPI contracts, tests, database integration, Docker, deployment, and CI/CD.
What You'll Learn
How to turn an app idea into a product spec
How to write acceptance criteria before building
How to work with AI on frontend implementation
How to define frontend/backend communication with an OpenAPI contract
How OpenAPI specs help keep AI-generated frontend and backend code aligned
How to build a FastAPI or Django backend with AI assistance
How to add database support without losing track of the data model
How to ask AI for unit and integration tests
How to debug when the generated app does not work on the first try
How to containerize the app with Docker
How to prepare a deployment and CI/CD workflow
How to make the development workflow reproducible for the final project
By the end, you'll understand how AI tools fit into a real end-to-end application workflow, not just isolated code generation.
Like the other workshops, this will be a live demo with practical tips and time for Q&A.
All Events in This Series
AI-Native Developer Workflow: Using AI Tools Without Losing Control
Coding Agent Capabilities: MCP, Skills, Plugins, and Custom Agents
Thinking About Joining AI Dev Tools Zoomcamp?
This workshop covers the updated content for Module 2 of AI Dev Tools Zoomcamp, our free course on using AI tools in practical software development workflows.
The course covers AI-assisted planning, coding, review, testing, coding agent capabilities, MCP, skills, plugins, security, audit, DevOps, and a complete final project.
The new cohort of AI Dev Tools Zoomcamp starts on August 31, 2026. You can join it by registering here.
About the Speaker
Alexey Grigorev is the Founder of DataTalks.Club and creator of the Zoomcamp series.
Alexey is a software and ML engineer with over 10 years in engineering and 6+ years in machine learning. He has deployed large-scale ML systems at companies like OLX Group and Simplaex, authored several technical books, including Machine Learning Bookcamp, and is a Kaggle Master with a 1st place finish in the NIPS'17 Criteo Challenge.
DataTalks.Club is the place to talk about data. Join our Slack community!