Free one-pager · STACK

The solo AI-native build OS.

You don’t need more AI tools. You need a stack that refuses fake success — rules, briefs, boundaries, and verification — so one person can ship systems that used to take a vendor chain.

• Four-layer stack (repo → rules → skills → MCP)
• Process loop you can run on Monday
• Hard bans: secrets, fake APIs, auto-send spam

Already have it? Open the printable page. Want systems built for you? AI Clarity Session.

The four layers

Layer	Job	Without it
Repo conventions	Where code, docs, and env live	Every project reinvents folders
Cursor rules	Taste + safety bans in the IDE	Model invents APIs / skips RLS
Repeatable skills	Brief → slice → review → verify	You “just prompt” and hope
Least-privilege MCP	Tools with blast-radius limits	OAuth circus + secret leaks

Process loop

Brief first — outcome, non-goals, data contract, acceptance, blast radius
One vertical slice — happy path that proves the system
Boundary review — what the model must not invent
Verify — failure path, deploy smoke, rollback trigger

Hard bans

• Invented APIs or fake provider responses presented as live
• Shipping auth without RLS / entitlement thinking
• Committing secrets or flashing `.env`
• AI sludge in user-facing copy
• Auto-sending cold outreach without a human gate