Explore debugging hypotheses for this issue. Problem description: {{problem}} Symptoms: {{symptoms}} Recent changes: {{recent_changes}} ## HYPOTHESIS 1: Infrastructure Issue - Could this be a network, capacity, or resource issue? - Evidence for: [list supporting evidence] - Evidence against: [list contradicting evidence] - Tests to validate: [list diagnostic steps] - Likelihood: [low/medium/high] ## HYPOTHESIS 2: Code Bug - Could this be a logic error or regression? - Evidence for: [list supporting evidence] - Evidence against: [list contradicting evidence] - Tests to validate: [list diagnostic steps] - Likelihood: [low/medium/high] ## HYPOTHESIS 3: Data Issue - Could this be corrupt or unexpected data? - Evidence for: [list supporting evidence] - Evidence against: [list contradicting evidence] - Tests to validate: [list diagnostic steps] - Likelihood: [low/medium/high] ## HYPOTHESIS 4: External Dependency - Could a third-party service be the cause? - Evidence for: [list supporting evidence] - Evidence against: [list contradicting evidence] - Tests to validate: [list diagnostic steps] - Likelihood: [low/medium/high] ## INVESTIGATION PLAN - Prioritized order to test hypotheses - Expected findings at each step
Debugging Strategy Exploration
Explore multiple debugging hypotheses to find the root cause.
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Category
CodingUse Cases
Complex bug investigationProduction issue debuggingSystematic troubleshooting
Works Best With
claude-opus-4.5gpt-5.2gemini-2.0-flash
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