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 * ​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. ​ ## ​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.