kapynOpen Source

LoopArena , Benchmarking models as runtime Controllers for Loop Engineering

LoopArena is an open-source benchmark for evaluating LLMs as runtime controllers in loop engineering. It tests coding agents on iterative development workflows, with 67 GitHub stars since launch. Built in Python, it gives AI developers a standardized way to measure agent performance on multi-step software engineering tasks.

GitHub·Aug 31, 2026

Opening Kapyn…