# huangruiteng | Knowledge Base | Instagit

THU EE; ByteDance AML


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## Repositories

### [loopx](/huangruiteng/loopx)

Lightweight loop engineering state kernel for long-running AI agent teams. Agent-loop agnostic across Codex, Claude Code, and other coding agents, with durable goals, quota-aware auto-wake, executable todos, evidence logs, and verifiable handoffs.

- 151 articles | 2.9k stars
- Tags: how-to-guide, architecture, deep-dive, api-reference, getting-started, internals, licensing, use-cases, roadmap, performance, best-practices, security, comparison, testing-framework, license-information, release-history, community-guide, technical-breakdown, troubleshooting-guide, implementation-guide