A Coding Implementation to Build a Self-Testing Agentic AI System Using Strands to Red-Team Tool-Using Agents and Enforce Safety at Runtime

Tutorial on building a self-testing AI agent system using Strands for red-team evaluations. The approach deploys multiple agents to generate adversarial prompts, test a secured target agent against prompt injection and tool misuse attacks, and evaluate responses with structured assessment. Treats agent safety as a core engineering priority during runtime enforcement.