AI is changing how we code, test and document. It still needs guardrails.
High-ROI use cases
Test generation, assisted PR review, component scaffolding, spec writing.
Guardrails
Systematic human review, strict CI, and a design system as source of truth.
AI multiplies the speed of disciplined teams - and amplifies chaos for teams without process.