Build and Ship an AI-Assisted Full-Stack App

About this event

​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
• ​Build and Ship an AI-Assisted Full-Stack App
• ​Coding Agent Capabilities: MCP, Skills, Plugins, and Custom Agents
• ​Open-Source AI Tools for Security, Audit, and DevOps
• ​AI Dev Tools Zoomcamp 2026 Pre-Course Live Q&A
• ​AI Dev Tools Zoomcamp 2026 Course Launch

​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.
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​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.