From “it builds” to “it’s certified”

The quality lifecycle

1. 01
   Test against intent

   Tests are generated from what the software is meant to do, then run.

2. 02
   Review adversarially

   The code and design are reviewed to surface defects, each with a reproduction.

3. 03
   Find the root cause

   Each failure is traced to its cause, not just its symptom.

4. 04
   Repair and re-test

   The fix is applied and re-tested against the exact failing case to prove it holds.

5. 05
   Judge readiness

   Ship-readiness is judged against explicit criteria — a clear verdict.

6. 06
   Certify with evidence

   A certification is issued with the full trail of tests, findings and repairs.