Self Improving Systems 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.

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.

le-loopctl

Unified CLI for Loop Engineering — validate, score, trace, pipeline, agents, bench

le-loopforge

Scaffold valid LSS loop specifications from common patterns

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.

le-loop-stack

Everything for loop engineering — forge, score, run, benchmark, agent bridges

polyhorizon-engineering

Executable governance for consequences across plural horizons in self-improving systems