Where to apply it

Use AndyAI Stack where AI action needs proof.

The Stack belongs anywhere an agent can touch important files, repo structure, product copy, release work, client deliverables, or high-risk decisions.

Website

Let an agent update content or UI safely.

Build proof + visual review.

Product repo

Let an agent modify files or release docs.

Scope + verification + evidence.

Client work

Use AI help while keeping audit-ready records.

Approval + report trail.

Publishing

Generate articles, visuals, and summaries with editorial control.

Source discipline + review gate.

Finance tools

Use agents where mistakes matter.

Human approval + blocked risky actions.

If the work matters enough to review, it matters enough to govern.