'Loop Engineering' Becomes a Named Practice: loopx Jumps 854 Stars in a Day as a Durable State Kernel for Multi-Day Agent Work
huangruiteng/loopx (2,585 stars, +854 today) is a Python MIT-licensed control plane that keeps goals, typed todos, peer claims, evidence, and quota durable across agent turns, so Claude Code, Codex, or Cursor execute bounded slices against stable state instead of chat memory. Its distinguishing features are concrete user gates that replace vague 'waiting for owner' states, quota-aware scheduling with auto-wake hints, and claim/lease mechanics for verifiable handoffs between peer agents; the README documents 200+ hour trajectories including PR-delivery loops and AutoML experiment management. It is not alone — cobusgreyling/loop-engineering (9,917 stars) ships patterns, starters and CLI tools under the same banner, suggesting the term is consolidating into a recognized discipline rather than one repo's branding.
↳ Follow the thread