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Linked challenge: Red-Teaming Enterprise AI Agents with Pydantic AI and Patronus AI

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Linked challenge
Red-Teaming Enterprise AI Agents with Pydantic AI and Patronus AI

Prompt source

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Create a Pydantic AI agent named 'RedTeamAgent' that uses a Model called GPT-5.4-mini. Define a Pydantic model 'AttackPayload' with fields for category, payload_text, and expected_vulnerability. Implement a tool that uses WebAI to fetch the HTML content of a target login page.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.