29/05/2026
Most release failures don't happen because teams didn't test.
They happen because everyone believed the signals they were looking at.
→ Thousands of test ex*****ons.
→ High pass rates.
→ Healthy dashboards.
→ Strong automation coverage.
On paper, everything looks ready.
Then production tells a different story.
The challenge isn't collecting more QA metrics.
It's understanding whether those metrics actually reflect
→ Business risk,
→ Customer impact, and
→ Release confidence.
Because customers don't experience your dashboards.
They experience your product.
The question isn't:
→ "Did the tests pass?"
It's:
→ "Can we release with confidence?"
That's where quality engineering starts becoming a business conversation, not just a testing conversation.
What QA metric does your leadership trust the most?