Implement Diagnostic Agent with Adaptive Reasoning

implementationChallengeSeptember 27, 2025

Prompt Content

Implement the 'Diagnostic Agent' using Claude Opus 4.1. This agent should receive system alerts and logs via A2A, perform root cause analysis, and report findings. Integrate an adaptive thinking budget mechanism: for simple, known issues, use quick, instant reasoning; for complex, novel issues, trigger deeper, multi-step reasoning. Provide examples of tool calls for log analysis.

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