A Gate The Model Writes Is A Gate The Model Loosens

说明与用途

自动化质量门通过时工作不正确。通过引入零匹配警告、故意违规和计数器对齐来解决问题。

问题

Automated quality gates passed while the underlying work was incorrect, leading to costly failures.

结果

The pipeline now reliably detects gate failures, reducing expensive production errors.

工作流

• 1. Instrument gates to verify data visibility and report zero matches.
• 2. Inject deliberate violations into each gate before trusting it.
• 3. Reconcile local capacity counters with remote engine status before lane assignment.

证据

The gate now warns when zero terms match. A check that finds nothing has to say whether it found nothing or saw nothing.

Every gate now gets a deliberate violation injected before we trust it.