---
title: Quality streak loop
description: Run realistic cases until N pass in a row, restarting the streak whenever
  a failure is found and fixed.
url: https://subramanya.ai/awesome-loops/quality-streak-loop/
tags:
- evaluation
- qa
- regression
---

# Quality streak loop

Use this to force a workflow through varied examples without accepting a lucky pass.

1. Choose the required streak length before testing.
2. Generate or select realistic scenarios one at a time.
3. Run each scenario and record evidence.
4. When a scenario fails, document it, fix the root cause, and add regression coverage.
5. Reset the streak after every failure.
6. Continue until the target streak passes.

Stop when the latest N scenarios pass in a row and every earlier failure has a regression guard.