Welcome to EVOSEAL¶
EVOSEAL is an advanced AI system that integrates three key components to create a powerful, self-improving AI agent.
Key Features¶
- DGM (Darwin Godel Machine): Implements a Darwinian approach to code improvement
- OpenEvolve: Evolutionary framework for program optimization
- SEAL (Self-Adapting Language Models): Framework for training language models to generate self-edits
Quick Start¶
- User Manual - Complete user guide
- Quickstart Examples - Get started quickly
- API Reference - Complete API documentation
- Architecture Overview - System architecture
EVOSEAL Documentation¶
Welcome to the EVOSEAL documentation! This comprehensive guide will help you get started with the Evolutionary Self-Improving AI Agent.
User Guides¶
Getting Started¶
- Configuration Guide - System configuration
- Setup Guide - Installation and setup
- Deployment Guide - Production deployment
- Development Guide - Development environment
Operations¶
- Testing Guide - Testing procedures
- Troubleshooting Guide - Common issues and solutions
Core Documentation¶
Safety & Security¶
- Safety Overview - Complete safety documentation index
- Rollback Safety - Comprehensive rollback safety mechanisms
- Enhanced Rollback Logic - Advanced rollback features
- Rollback Manager Interface - Rollback management system
- Regression Detector Interface - Regression detection system
- Statistical Regression Detection - Advanced statistical analysis
- Safety Validation - Validation mechanisms and procedures
- Evolution Pipeline Safety Integration - Pipeline safety features
Core Systems¶
- Core Systems Overview - Complete core systems documentation
- Event System - Enhanced event system for component communication
- Error Handling - Error handling mechanisms
- Error Handling & Resilience - Advanced resilience and recovery
- Workflow Orchestration - End-to-end workflow coordination
- Version Control & Experiment Tracking - Comprehensive versioning
- Agentic System - AI agent implementations and workflows
- Prompt Template System - Template management for AI interactions
- Knowledge Base - Knowledge management and storage
Project Information¶
Project Management¶
- Project Maintainers - Project maintainers and contacts
- Contributors - Project contributors
- Project Roadmap - Development roadmap and milestones
- Security Policy - Security policies and procedures
Getting Help¶
For issues and feature requests, please open an issue on GitHub.
Last update:
2025-07-20
Created: 2025-06-17
Created: 2025-06-17