About us
A group for experienced and aspiring data professionals.
Join our Slack: https://datatalks.club/slack.html
Upcoming events
7
Build and Ship an AI-Assisted Full-Stack App
·OnlineOnlineThis 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.61 attendees
Coding Agent Capabilities: MCP, Skills, Plugins, and Custom Agents
·OnlineOnlineThis is the 3rd workshop in our series to update the AI Dev Tools Zoomcamp content.
This workshop updates Module 3: Coding Agent Capabilities: MCP, Skills, Plugins, and Custom Agents.
In this hands-on session, Alexey Grigorev will show how modern coding agents are extended and customized.
You will see how agents use project instructions, MCP, reusable workflows, skills, commands, hooks, specialized subagents, plugins, extensions, and custom agent patterns.
## What You'll Learn
- How modern coding agents are extended and customized
- How to think about Claude Code, Codex, OpenCode, Cursor, GitHub Copilot, Aider, and similar tools as part of the same broader agent workflow
- How project instructions guide an agent inside a repository
- How MCP connects assistants to tools, context, and actions
- How reusable workflows, skills, and commands make common tasks repeatable
- How specialized subagents can handle focused work
- How hooks can add checks or automation around agent actions
- How plugins and extensions package agent capabilities
- How custom agents fit into the broader workflow
- How to design an agent extension pack for your own app
- How to think about permissions, local files, remote services, and security
- How to review agent output with tests, diffs, and human judgment
By the end, you'll understand how to extend a coding agent around your app with project instructions, a reusable workflow, a specialized subagent, a hook, an MCP tool or server, and either a small plugin/extension package or a custom agent.
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 3 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.Join our Slack: https://datatalks.club/slack.html
55 attendees
Open-Source AI Tools for Security, Audit, and DevOps
·OnlineOnlineThis is the 4th workshop in our series to update the AI Dev Tools Zoomcamp content.
This workshop updates Module 4: Open-Source AI Tools for Security, Audit, and DevOps.
In this hands-on session, Alexey Grigorev will show how to use open-source AI tools around security, audit, and DevOps workflows.
You will see how AI can support PR audit, security scanning, agent/MCP/skill security checks, Kubernetes diagnostics, incident investigation, and AI tool governance.
## What You'll Learn
- Why AI-assisted projects need security, audit, and DevOps hardening
- How to use AI around pull request audit
- How PR-Agent fits into the review workflow
- How to make security scanning accessible to AI tools
- How Semgrep MCP can support secure code review
- How Snyk Agent Scan fits agent, MCP, and skill security checks
- How K8sGPT can help with Kubernetes diagnostics
- How LiteLLM and Ollama fit into AI tool governance and local workflows
- Where optional tools such as HolmesGPT and Stakpak may fit
- How to investigate incidents with AI support
- How to package hardening work for the final project
- How to keep humans, policy, and audit trails in the loop
By the end, you'll understand how to create a security, audit, and DevOps hardening package for your final project.
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 4 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.Join our Slack: https://datatalks.club/slack.html
45 attendees
Past events
400
