Optimize for confidence per unit effort.
Quick Start
- Identify the risky user journeys (money, auth, data loss, critical flows).
- Choose the right test layer:
- unit for logic, integration for boundaries, E2E for key paths
- Define a release test plan:
- must-pass automated tests + focused manual checklist
- Treat flakiness as a product bug: root-cause it and fix it.
Optional tool: scaffold a test plan doc
python ~/.codex/skills/senior-qa/scripts/scaffold_test_plan.py . --out docs/qa --force
References
- Test plan template:
references/test-plan.md