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Zhongwei Li
2025-11-30 09:07:22 +08:00
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# CI Integration Example
Automated checks for:
- Consistent error handling (linter rules)
- Logging standards (grep for anti-patterns)
- Config validation (startup tests)
**Result**: Catch violations before merge

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# Error Handling Walkthrough
**Before**: Errors logged everywhere, inconsistent messages
**After**: Centralized error taxonomy, structured logging at boundaries
**Result**: 50% reduction in noise, easier debugging

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# File Tier Calculation Example
**file.go**: 50 commits (high churn), complexity 25 (high)
→ Tier 1 (prioritize for cross-cutting improvements)
**old.go**: 2 commits (stable), complexity 5 (simple)
→ Tier 3 (defer improvements)