Autonomous Software Engineering
With 13 AI Agents
From a single prompt to a production-grade FastAPI & Next.js codebase. Automated architecture design, RAG vector memory, 12-stage validation quality gate, real-time monitoring telemetry, and instant ZIP exports.
13-Agent LangGraph Pipeline
Deterministic AI software development team executing sequentially
Project Manager
Milestones & Scope
Business Analyst
Requirements & Entities
Product Owner
Backlog & Acceptance Criteria
Solution Architect
System Architecture
Database Engineer
ERD & SQLAlchemy Models
API Designer
OpenAPI 3.1 & Auth Specs
Backend Developer
FastAPI REST Codebase
Security Engineer
OWASP & JWT Hardening
QA Engineer
Unit & Integration Tests
Frontend Developer
Next.js & Tailwind UI
Code Reviewer
Static Analysis & Auto-Fix
Doc Writer
README & API Guides
DevOps Engineer
Dockerfile & CI/CD Pipelines
Enterprise Platform Subsystems
Comprehensive suite built across 14 architecture development phases
13-Agent Orchestrator
Deterministic LangGraph state machine driving a simulated 13-role engineering team.
Hybrid AI Mode Manager
Hot-swap seamlessly between local Ollama models and cloud Groq inference engines.
Hybrid RAG & Vector Memory
ChromaDB dense search combined with BM25 sparse keyword ranking across 12 memory collections.
Real-Time Telemetry Stream
Live WebSocket monitoring, event streaming, metrics engine, and live log viewer.
12-Stage Validation Gate
Automated quality gate inspecting structure, AST syntax, security (OWASP), and performance.
Timeline & Analytics Engine
Persistent database tracking, 9 milestone detectors, and runtime performance statistics.
Portfolio & Mermaid Exporter
Generates 8 automated Mermaid diagrams, multi-format engineering reports, and ZIP packages.
Enterprise Hardened
Database connection pool recycling, Zip Slip protection, prompt injection filters, and health probes.