Self Improving Ai Python Packages

areev

Self-improving agents, governed. Areev is the substrate for adaptive agents — agents that get better from their own history, under human authority, in steps you can inspect, undo, and re-measure.

aideml

AIDE: an LLM agent for machine learning engineering - the research Weco grew out of. Referenced in OpenAI MLE-bench.

areev-crewai

Self-improving agents, governed. Areev is the substrate for adaptive agents — agents that get better from their own history, under human authority, in steps you can inspect, undo, and re-measure.

fnse

A production-grade, self-evolving multi-agent simulation framework with recursive skill compilation, graph-based memory (GraphRAG), and enterprise safeguards. Built with FastAPI, Redis, and LiteLLM.

a-evolve

The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs".

areev-langgraph

Self-improving agents, governed. Areev is the substrate for adaptive agents — agents that get better from their own history, under human authority, in steps you can inspect, undo, and re-measure.

siare

Self-Improving Agentic RAG Engine - Evolve multi-agent RAG pipelines using Quality-Diversity optimization

harneloop

Build self-improving AI agent harnesses with portable harness units, artifact-aware testing, trace-backed diagnosis, and evidence-gated promotion.