Running professional AI red team engagements: methodology, infrastructure, reporting, and remediation that developers can implement.
How to run a professional AI red team engagement: scoping, threat modeling, attack execution, findings documentation, and what clients actually need to see.
The tooling you need: automated attack frameworks, payload libraries, evaluation harnesses, and custom tooling for novel attack surfaces like agentic systems.
Translating AI security findings into actionable reports: executive summaries, technical details, risk scoring, and remediation guidance developers can actually implement.