OpenSearch is a distributed, community-driven, Apache 2.0-licensed, 100% open-source search and analytics suite used for a broad set of use cases like real-time application monitoring, log analytics, ...

description Cursor kept finishing the turn blind on travel-coordinator wall. MCP tool gates as live posture on the travel wall is a live hub leaf. I have sat next to the travel-coordinator wall at ...

Skill Quality Report — 2026-10-06 426 skills and 222 agents scanned. Severity Count ⛔ Errors 38 ⚠️ Warnings 0 ℹ️ Advisories 2 Note: Detailed output is posted in the comments below (too large for th ...

用户三个月前说“我喜欢用Python 3.8”，现在可能已经升级到3.12了。 如果所有记忆权重一样，检索时就会把过时信息也捞出来。 我的做法是，每次记忆被检索命中并实际使用后， access_count 加一；同时根据时间戳计算 decay_score ，越久远的记忆衰减越厉害。

原因很现实：我们团队里60%的测试工程师有Java开发经验，但只有2人写过超过500行Python；更关键的是，当需要对接内部的Dubbo服务治理中心、读取K8s ConfigMap里的动态配置、或者调用公司自研的加密SDK（仅提供Java版JNI封装）时，Python方案要么需要额外维护Cython桥接层，要么干脆绕道HTTP网关二次转发，延迟直接翻倍。