Red Teaming Production AI Agents: What Breaks Under Targeted Attacks

njyx · x · 2026-10-16

Spec27's Principal Researcher details how production AI agents that look reliable in routine testing still fail under targeted attacks. The post documents policy violations, suspected data leakage, and prompt disclosure discovered during red-teaming, arguing that continuous red-teaming — not one-off evaluation — is essential for agents running in production.

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