Quality

Automated verification — not zero QA. Humans review artifacts; machines run tests and scans.

Guides

Guide	Decision
Automated testing & QA	Test pyramid, what to automate
Linters & static analysis	ESLint, SAST, SCA, pre-commit
AI guardrails & security	Scan gates, AI review policy
Observability & monitoring QA	Prod signals feed dev quality

Topics & perspectives

• QA & guardrails · QA perspective

Lifecycle phases

Primary: Verify · Learn

← Pillars overview