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What Noah demonstrated

Built and verified a full legacy-code modernization for KM-Waechter: fixed the wear calculation, handled missing service readings safely, repaired the nightly report, corrected a hidden mileage-conversion bug in the helpers, and added the missing regression test. Also produced a data-driven breakdown-risk analysis that ranked cars using the factors the fleet history actually supported, and documented the AI agent review process in NOTES.md.

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

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