huangruiteng/loopxLightweight 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.
Python
+327
2,045
03
TencentCloud/TencentDB-Agent-MemoryTencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.
TypeScript
+1,891
14,975
04
donnemartin/system-design-primerLearn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Python
+304
361,452
05
firecrawl/pdf-inspectorFast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs text-based PDFs to enable smart routing decisions.
Rust
+1,583
11,327
06
esengine/DeepSeek-ReasonixDeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.
它解决的是长运行智能体团队中最棘手的“目标漂移”和“交接混乱”问题。通过持久化目标、配额感知自动唤醒和证据日志，loopx 让智能体行为可追溯、可验证。对需要把 AI Agent 嵌入持续交付流水线的团队来说，这种状态内核比单纯的模型能力更具工程价值。目前代码开源，可直接适配 Codex 和 Claude Code，学习成本低。