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What Yash demonstrated

Built and verified a legacy Python maintenance service modernization: fixed the wear-calculation bug with true division, handled missing service readings safely, corrected fleet-report averaging, and repaired a hidden mileage-conversion helper bug. They also added the missing report test, documented what the AI agent got wrong, and used an acceptance script to confirm the repo met the required behavior.

  • Leakage-Free Bug Diagnosis
  • Directed AI Code Review
  • Acceptance-Driven Verification

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