Skip to content

Details

This 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

## ​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**
​

You may also like