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Implement Core Agents and Policy Monitoring

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Linked challenge: Agentic Policy Compliance with Langroid & Claude Sonnet 4

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Linked challenge
Agentic Policy Compliance with Langroid & Claude Sonnet 4

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Develop the primary Langroid agents, including a 'Policy Monitor' that continuously checks simulated system events against a set of policies stored in Qdrant. Implement the logic for Claude Sonnet 4 to interpret policy rules and detect violations, preparing the data structure for the `Policy_Violation_Detection` evaluation task.

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.