01Intelligent change detection to run only necessary checks based on file types
02Automated multi-stage QA pipeline (Format, Vet, Lint, Test, Smoke)
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04Auto-fix capabilities for formatting issues using gofmt
05Structured failure analysis to provide actionable fixes for common Go errors
06Pre-commit validation to ensure local code parity with CI environments