已收录到 trending.md

[takoyaki-baron]

LoopX 已被 trending.md 收录（2026-08-14 趋势）。

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LoopX — an open control plane that keeps long-running AI agent teams on durable state

• Velocity: ▮ steady
• Source: GitHub · 4.6k stars · ~1w ago
• Tags: agents control-plane kanban state-kernel python

LoopX (MIT) is a provider-neutral "state kernel" for long-running agent teams: it keeps objectives, typed todos, claims/leases, evidence logs, quota-aware auto-wake, and verifiable handoffs stable while Codex, Claude Code, or Cursor execute bounded turns. It is explicitly not a runtime — it answers "may the loop continue?" and projects into a Kanban (e.g. a Lark/Feishu adapter) that is never the source of truth. State is local-first in a .loopx/ directory with no dependencies beyond the Python standard library; dangerous permissions and production writes stay human-gated. Maintained by a ByteDance engineer with English + Chinese docs and courses.

Why it matters: As agent runs stretch from minutes to days, the missing layer is durable state and human gates across turns — not another runtime. LoopX's "board is a projection, kernel is truth" model is a clean answer to agent drift on multi-day, multi-agent work.

来源：huangruiteng/loopx · Moclaw Blog

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