Rootconf 2025 Annual Conference - 16th and 17th May

Rootconf 2025 Annual Conference - 16th and 17th May

On platforms, distributed data systems & security

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Shadab

Shadab

@shadab

AI “Minion-Team”: Practical AI agent for Security engineers

Submitted Apr 23, 2025

Description
Security teams are expected to do it all—secure applications, manage cloud risks, respond to alerts, and manage auditors—and headcount is always thin stretched. What if you could deploy a specialized AI-powered “minion-team”? This session is for security engineers who want to leverage agentic AI agents to increase their productivity. I’ll show how to build context-aware AI agents that act as your minions, tackling repetitive tasks across AppSec, cloud security, and compliance—using your existing tools and data.

We’ll focus on real-world use cases you face daily:

  1. Triage Slack alerts, SIEM noise, or vulnerability scans with agents that prioritize risks based on your environment
  2. Auto-generate threat models for new features by analyzing design docs and past incidents.
  3. Let AI collect compliance evidence (logs, screenshots) before auditors ask, and monitor the dark web for leaks tied to your assets.

You’ll see live demos of a RAG (Retrieval-Augmented Generation) pipeline that turns your internal docs—network diagrams, runbooks, compliance policies—into an agent’s “brain,” ensuring recommendations align with your reality.

Key takeaways:

  1. Deploy AI Agents in Hours
  2. Solve Real Problems -- Context‑Rich Insights with RAG
  3. Learn to Avoid AI Pitfalls

Who is the audience for this talk?
Security Engineer/Leads. CTO who dont have budget for security

Speaker bio
Engineer. He has helped high-growth teams scale securely.From Flipkart to Ola to Disney+ Hotstar, he has built security programs that are as agile. His focus is on practical security.

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