Adversarial eval suite generator for teams shipping production AI agents

Teams shipping LLM agents pass their happy-path evals and then get blindsided in production by tool failures, ambiguous inputs and indirect prompt injection. Building an adversarial 'golden trajectory' set by hand is slow and ad hoc, so most teams skip it. A product that mines real production traces and auto-generates stress-test cases with regression gating would sell to agent platform teams.

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Why this is worth a look — three verifiable signals, not a black-box score.

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