Agent Safety

We implemented a minimal prompt-ablation version of the Pi-Bench purple server, keeping the reference A2A/LiteLLM scaffold intact while adding env-var-gated prompt suffixes. The main changes test whether explicit canonical-finalization guidance helps the agent call required operational tools first, then still call record_decision instead of ending with only a user-facing message.

Six-layer AI agent defense system with cognitive threat analysis and RAG knowledge base. Blocks jailbreaks, prompt injection, and social engineering while maintaining high utility for legitimate requests.

STRIDE XAI-optimized Purple Agent for Pi-Bench policy compliance. By Chaestro Inc.