WorkshopOnline

Open-Source AI Tools for Security, Audit, and DevOps

AUG18
05:00
  • This workshop teaches how to use open-source AI tools for security, audit, and DevOps in software development workflows.
  • It is aimed at developers and engineers interested in integrating AI-assisted security and auditing in their projects.
  • Attendees will learn practical methods for securing pull requests, scanning code, diagnosing Kubernetes, and governing AI tools.

About this event

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

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,

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