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Features

Core Agent Pipeline Architect Agent: Designs system architecture and patterns Coder Agent: Generates code with self-healing capabilities Executor Agent: Runs and tests code in sandboxed environments Critic Agent: Evaluates work and provides constructive feedback Deployer Agent: Handles production deployment and monitoring Self-Evolution Reflexion Loops: Agents execute → evaluate → reflect → improve Performance Scoring: Quantitative evaluation of each execution Meta-Learning: Learn from past experiences to improve future performance Versioned Evolution Trees: Track agent lineage and improvements across generations Agent Spawning: High-performing agents spawn improved children Integrations Fastino TLMs (99x Faster Inference) Ultra-fast transformer language models providing 99x speedup over standard models for rapid agent decision-making.

LiquidMetal Raindrop (Self-Healing Code) Automatically detects and fixes code issues: Missing imports Error handling gaps Inconsistent indentation Security vulnerabilities Freepik API (AI Visuals) Generates AI-powered visual assets for:

Agent avatars Evolution tree visualizations Dashboard banners Frontegg (Multi-tenant Auth) Enterprise-grade authentication:

Multi-tenant support Role-based access control Session management Airia (Enterprise Deployment) Production deployment platform:

Horizontal scaling Health monitoring Metrics collection Blue-green deployments Campfire Patterns Agent orchestration patterns for:

Pipeline coordination Agent communication Resource management Failure recovery

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