An advanced AI-powered application builder that works continuously until perfection is achieved. Unlike traditional "quick generators," this system employs persistent multi-agent architecture that iteratively improves your application over days, weeks, or even months until it meets all quality criteria.
Not a 5-minute generator, but a tireless AI development team that never gives up.
This system treats application development as a continuous journey rather than a one-shot generation. It learns from every error, remembers all context, and persistently refines the code until the application is production-perfect.
- Never Stops Working: Continues development across sessions until perfection
- Persistent Memory: Remembers all context, decisions, and learning across restarts
- Iterative Improvement: Each iteration makes the application better
- Self-Healing: Automatically recovers from errors and tries alternative approaches
- 🧠 Orchestrator: Master planner that coordinates all agents
- 💻 Coder Agent: Implements features and refactors code
- 🧪 Tester Agent: Generates and runs comprehensive tests
- 🔧 Debugger Agent: Analyzes failures and proposes fixes
- 🏛️ Architect Agent: Reviews and optimizes system design
- 📊 Analyzer Agent: Monitors performance and quality metrics
- 🎨 UI Refiner Agent: Continuously improves user experience
- Error Knowledge Graph: Learns from every error and builds solution patterns
- Success Pattern Recognition: Identifies and reuses successful strategies
- Adaptive Behavior: Agents improve their strategies based on outcomes
- Persistent Learning: Knowledge accumulates across all projects
- Project Ledger: Complete version history of all code changes
- Vector Memory: Semantic understanding and context retrieval
- Error Knowledge Base: Learned error patterns and solutions
- Decision Log: Rationale for every development decision
┌─────────────────────────────────────────────────┐
│ CONTINUOUS ORCHESTRATOR │
│ (Never-stopping coordination) │
└─────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────┐
│ PERSISTENT AI AGENT TEAM │
│ (Specialized agents working in harmony) │
└─────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────┐
│ PERSISTENT MEMORY SYSTEM │
│ (Remembers everything across sessions) │
└─────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────┐
│ LEARNING & ADAPTATION ENGINE │
│ (Gets smarter with every iteration) │
└─────────────────────────────────────────────────┘
- Python 3.11+
- Node.js 18+
- PostgreSQL 15+
- Redis 7+
- Docker (optional)
- Clone the repository
cd 22_MyAgent- Set up Python environment
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
pip install -r requirements.txt- Install frontend dependencies
cd frontend
npm install
cd ..- Configure environment
cp .env.example .env
# Edit .env with your API keys and configuration- Initialize databases
python scripts/init_db.py- Start the orchestrator
python -m core.orchestrator.continuous_director- Start the API server
uvicorn api.main:app --reload --port 8000- Start the frontend
cd frontend
npm run dev- Access the dashboard Open http://localhost:5173 in your browser
The system works until these metrics are achieved:
| Metric | Target |
|---|---|
| Test Coverage | ≥ 95% |
| Critical Bugs | 0 |
| Minor Bugs | ≤ 5 |
| Performance Score | ≥ 90% |
| Documentation Coverage | ≥ 90% |
| Code Quality Score | ≥ 85% |
| User Satisfaction | ≥ 90% |
| Security Score | ≥ 95% |
while not app.is_perfect():
plan_iteration()
implement_features()
run_tests()
debug_failures()
optimize_performance()
validate_quality()
learn_from_iteration()
checkpoint_progress()
integrate_feedback()
# Never stops until perfect22_MyAgent/
├── core/
│ ├── orchestrator/ # Continuous coordination system
│ ├── agents/ # Specialized AI agents
│ ├── memory/ # Persistent memory systems
│ ├── learning/ # Learning and adaptation
│ └── continuous_integration/
├── persistence/
│ ├── database/ # SQLite/PostgreSQL storage
│ ├── storage/ # File-based storage
│ └── recovery/ # Checkpoint and recovery
├── api/ # FastAPI backend
├── frontend/ # React dashboard
├── workflows/ # Development workflows
├── config/ # Configuration files
├── docker/ # Docker setup
└── tests/ # Test suites
The master orchestrator that never stops working. Manages the entire development lifecycle, coordinates agents, and ensures continuous progress toward perfection.
Complete, immutable history of all code versions, changes, and decisions. Acts as the system's permanent memory.
A sophisticated learning system that builds a graph of errors and their solutions. Gets smarter with every bug encountered.
Manages long-term development goals and tracks progress across extended development periods.
- Complex Enterprise Applications: Build sophisticated systems that require extensive refinement
- Mission-Critical Software: Develop applications that must be bug-free and highly optimized
- Learning Projects: Create applications while building a knowledge base of solutions
- Long-Term Development: Projects that evolve over weeks or months
We welcome contributions! Please see CONTRIBUTING.md for guidelines.
This project is licensed under the MIT License - see LICENSE for details.
Inspired by:
- Base44.com - All-in-one AI app builder
- Emergent.sh - Multi-agent architecture (#1 on SWE-Bench)
- The concept of continuous improvement in software development
For questions or support, please open an issue on GitHub.
Remember: This is not about speed - it's about guaranteed eventual perfection through continuous, intelligent iteration. The system will keep working tirelessly until your application is exactly what you need it to be.