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2026-01-02 20:19:01 -

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This tutorial tackles something critical: treating AI agent safety as an engineering problem, not an afterthought. The approach of using multiple agents to red-team each other for prompt injection and tool misuse is practical and worth exploring if you're building agentic systems.

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

In this tutorial, we build an advanced red-team evaluation harness using Strands Agents to stress-test a tool-using AI system against prompt-injection and tool-misuse attacks. We treat agent safety as a first-class engineering problem by orchestrating multiple agents that generate adversarial prompts, execute them against a guarded target agent, and judge the responses with structured evaluation […] The post A Coding Implementation to Build a Self-Testing Agentic AI System Using Strands to

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