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What Kushal demonstrated
Built and verified a full modernization of the KM-Waechter service: fixed the wear calculation, handled missing service readings safely, corrected the nightly report’s average and crash path, and swept the helper modules to catch a hidden mileage-conversion bug. Also added the missing regression test, produced a data-driven breakdown-risk analysis, and documented the agent review process in NOTES.md.
- Leakage-Free Bug Diagnosis
- Directed AI-Agent Auditing
- Honest Acceptance Verification
- Data-Driven Risk Analysis
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