Quality Gate
A quantifiable acceptance criterion for LLM performance within a CI/CD pipeline. It converts vague output-quality assessments into concrete numerical metrics, such as pass rates, which determine whether code changes are permitted to be merged.
Timeline (last 90 days)
The verification gate borrows the concept of Quality Gate from software engineering, shifting the definition of "done" from subjective judgment to auditable objective evidence.
In quality gates, any silent skip should require an explicit, visible, version-controlled opt-out.
The score range is 0-100, and a hard threshold (for example 85) is declared in advance; anything below the threshold is judged a failure, making the acceptance conclusion recordable, comparable, and traceable.
The 300-line limit is written directly into the quality gate script, and exceeding 300 lines fails the quality gate directly.
Quality gates are more fundamental than piling up retry logic: gates determine what can pass, and retries are merely a remedial measure for handling failures.
质量门禁指在代码进入主干或发布流水线前必须通过的自动化校验集合，常见形式包括静态分析、类型检查、单元与集成测试覆盖率阈值、依赖漏洞扫描、许可证合规检查等。
The data used for tuning thresholds and the data used for final acceptance testing must be kept separate; one cannot look at acceptance answers while modifying rules at the same time.
The solution is to place a 'must-fail' test case next to each check and run it every single time.
All Facts (8)
The verification gate borrows the concept of Quality Gate from software engineering, shifting the definition of "done" from subjective judgment to auditable objective evidence.
50%UnverifiedIn quality gates, any silent skip should require an explicit, visible, version-controlled opt-out.
50%UnverifiedThe score range is 0-100, and a hard threshold (for example 85) is declared in advance; anything below the threshold is judged a failure, making the acceptance conclusion recordable, comparable, and traceable.
50%UnverifiedThe 300-line limit is written directly into the quality gate script, and exceeding 300 lines fails the quality gate directly.
50%UnverifiedQuality gates are more fundamental than piling up retry logic: gates determine what can pass, and retries are merely a remedial measure for handling failures.
50%Unverified质量门禁指在代码进入主干或发布流水线前必须通过的自动化校验集合，常见形式包括静态分析、类型检查、单元与集成测试覆盖率阈值、依赖漏洞扫描、许可证合规检查等。
50%UnverifiedThe data used for tuning thresholds and the data used for final acceptance testing must be kept separate; one cannot look at acceptance answers while modifying rules at the same time.
50%UnverifiedThe solution is to place a 'must-fail' test case next to each check and run it every single time.
50%