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Initialize Claude Threat Hunting Agent

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Linked challenge: Banking Infrastructure Threat Defense with Claude Agents SDK and Protect AI

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Linked challenge
Banking Infrastructure Threat Defense with Claude Agents SDK and Protect AI

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Using `claude-agents-sdk`, instantiate an agent with extended thinking enabled. Integrate Protect AI security wrappers around tool parameters to ensure safe command execution. Set up a task to parse incoming web access logs.

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.