When Agents Attack: Inside PyRIT’s Multi-Agent Orchestrator

When Agents Attack: Inside PyRIT’s Multi-Agent Orchestrator

TLDR: This post shows how PyRIT’s executor enables practical multi-agent LLM red teaming by letting one model actively attack another. Using a local Ollama setup, I focus on the Multi-Turn strategy . where attacker, target, and scorer models are orchestrated in a loop, with scoring and stopping logic handled entirely by the executor. The result is a reproducible, extensible way to automate jailbreak discovery. ...

25 December 2025 · 13 min · PandaEatsBamboo