Methodology framework for AI-assisted software development. Checkpoints, escalation rules, security gates, and workflows to ship quality code with AI agents, from single developer to team-scale factories.
A methodology framework for AI-assisted software development. Structure your AI coding workflow with checkpoints, escalation rules, and human oversight to ship quality code faster.
AI coding assistants can generate code fast, but without structure:
This framework provides guardrails that make AI-assisted development predictable, secure, and scalable.
| Component | Purpose |
|---|---|
| Checkpoints (C0→C3) | Structured workflow: Scope → Plan → Implement → PR |
| Escalation Rules | When AI must stop and ask the human |
| Quality Gates | Automated + human verification at each stage |
| Security Module | DevSecOps for AI-generated code |
| Factory Model | Scale to multiple agents and batch processing |
| Your Goal | Start With |
|---|---|
| Apply to your project | Bootstrap Guide |
| Learn the workflow | Agent Quickstart |
| Understand checkpoints | Checkpoints Spec |
| See real examples | Case Studies |
| Scale to teams | Factory Model |
| Secure AI code | Security Module |
┌─────────────────────────────────────────────────────────────┐
│ BEFORE ANY WORK │
│ Check Escalation Triggers → If any apply → STOP → Ask │
└─────────────────────────────────────────────────────────────┘
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