Evolve
AI Research
Metacognitive self-improving agent framework. TypeScript implementation of the Darwin Godel Machine with Hyperagents (DGM-H).
TypeScript
AI Agents
Self-Improvement
Evolutionary Algorithms
LLM
Open Source
Key Features
- Archive-based parent selection with sigmoid and novelty bonus
- Code-level self-modification: agents rewrite their own source
- Metacognitive meta-agents that modify themselves and other agents
- Staged evaluation with cheap screening before full eval
- CLI for initializing projects with task, meta, and eval configs
- LLM stays frozen. All gains come from evolving the wrapper code