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Daytona Environment & Claude Agent Setup
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Linked challenge: Build a Credit Risk Early-Warning Agent with Claude Agents SDK and Daytona
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Linked challenge
Build a Credit Risk Early-Warning Agent with Claude Agents SDK and Daytona
Prompt source
Original prompt text with formatting preserved for inspection.
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Initialize a Daytona workspace and configure a Claude agent using `@anthropic-ai/sdk` with extended thinking enabled to analyze account transaction telemetry inside the Daytona container.
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.