Use AI agents on real projects without handing them blind control.
AndyAI Stack is the control layer around AI work: it turns a request into a plan, scope, dry-run, approval, execution, verification, evidence, and recovery.
Before / after
Same AI power. Completely different trust level.
Fast, but foggy
The agent may edit files, run commands, and produce output before the human clearly sees the plan, risk, proof, or recovery path.
Slower than chaos, faster than panic
The same work passes through plan, scope, dry-run, approval, verification, evidence, and recovery.
What actually happens?
One request becomes a controlled path.
You ask
Update my website, prepare release notes, or fix a repo problem.
The Stack plans
The request becomes a controlled plan with allowed files and boundaries.
Dry-run first
The Stack previews what would happen before real files are changed.
Human approves
Risky work waits for explicit human approval.
Agent acts
Only then does the AI agent perform the bounded work.
Stack verifies
The result is checked through build, tests, rules, or review.
Evidence remains
The work leaves a report so trust is reviewable later.
Concrete demos
Not abstract architecture — real work patterns.
AI updates a website safely
User asks: Make the landing page clearer for beginners.
Stack does: Creates a plan, limits files, dry-runs the change, waits for approval.
Result: Website improves without blind mutation.
Diff, build result, and explanation report.AI prepares a repo release with evidence
User asks: Prepare a release summary and checklist.
Stack does: Collects changed files, drafts release notes, checks boundaries.
Result: Release materials are ready for human review.
Release note draft, checklist, and tag recommendation.AI action is blocked until human approval
User asks: Push changes and deploy.
Stack does: Detects high-risk action and blocks automatic execution.
Result: Human remains in control.
Approval required event and no-deploy proof.Who does what?
The Stack does not replace the human. It protects human command.
Human
Decides intent, approves risk, keeps authority.
AndyAI Stack
Plans, scopes, checks policy, records evidence, routes recovery.
Agent
Does bounded work only after the Stack defines the safe path.
Evidence
Turns action into something reviewable and trustworthy.
Front-page 10-step summary
The whole Stack in one path.
Human intent becomes plan, scope, dry-run, approval, action, verification, evidence, and recovery.
Human Intent
Stack Plan
Scope Boundary
Dry-Run Preview
Policy Gate
Human Approval
Agent Action
Verification
Evidence Trail
Recovery Path
Professional visual canon
The Stack explained as a serious operating flow.
These visuals are built for business and engineering audiences: clear enough for executives, structured enough for technical teams.
Professional visual canon
Now the serious gallery is separated from the picturebook material.
The homepage uses the professional 10-step operational map. The child-friendly visuals are preserved separately for later courses and manga-style learning.
Positioning
Governed AI execution for real software work.
AndyAI Stack is the control layer around AI agents working in real projects. It helps teams plan before action, approve before risk, and require evidence before trust.
homepage positioning; homepage canon line; governed agent production for serious software work; Plan before action. Approve before risk. Evidence before trust.