Planning is not
permission.
FORGE separates planning from execution and enforces governance at every boundary. In an agentic world, governance isn't a feature — it's the architecture.
No side-effects without a gate
Control proposes → Governance permits/denies → Execution runs in constrained sandboxes.
Allow / Deny / Regenerate
Every write, deploy, or secret access requires policy approval. Escalation is a first-class outcome.
Immutable audit trail
Every decision, prompt, and review hash is recorded. Enterprise compliance without human overhead.
9-Phase Autonomous Pipeline
Each phase is owned by specialized agents. Context flows forward. Governance validates at every boundary.
Transforms natural language into structured specifications. Identifies entities, relationships, API contracts, and non-functional requirements.
Selects patterns, defines module boundaries, plans data flow. Outputs architecture decision records consumable by downstream agents.
Generates schemas, migrations, indexes, and seed data. Enforces parameterized queries. No raw SQL permitted.
Generates endpoints, middleware, error handling, authentication. Each function constrained to cyclomatic complexity ≤ 10.
Unit tests, integration tests, edge cases. Minimum 80% coverage enforced. Tests execute in isolated sandboxes.
React components, state management, API integration. Responsive layouts and accessibility compliance.
Automated code review with scoring. Security audit for vulnerabilities. OWASP Top 10 compliance check.
Dockerfile, docker-compose, CI/CD pipeline generation. Environment configuration and secret management.
Production deployment to sandboxed environments. OpenAPI spec and markdown documentation auto-generated.
24 Specialized Agents
Each agent is a domain expert. No agent has write access without governance approval.
Model Tier Escalation
Start cheap. Escalate only when needed. This is how we achieve $0.02 per project.
Handles 80%+ of generation tasks. Fast, cheap, sufficient for most code generation and documentation.
Complex architecture decisions, security reviews, multi-file refactoring. Activated when Tier 1 fails governance.
Reasoning-intensive tasks. Architecture repair, complex debugging, governance edge cases. Used sparingly.
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