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What Parthrajsinh demonstrated

Built and verified a full legacy-service repair for KM-Waechter: fixed the wear calculation with true division, handled missing service readings safely, corrected the nightly report’s average and crash path, preserved the 15,000 km / 80% rules, and added the missing regression test. Also produced a data-driven breakdown-risk analysis that ranks cars by km_since_service, avg_daily_km, and load_factor rather than the misleading mileage/age assumption.

  • Leakage-Free Bug Diagnosis
  • Verified Acceptance Checking
  • AI Agent Auditing
  • Data-Driven Risk Interpretation

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