2026
22
- AI suggestions with human authority: bounded candidates, transactional confirmation and recovery AI 提供建议，人工掌握权威：有界候选、事务确认与恢复
- Making a learning workbench usable: keyset pagination, direct navigation and recoverable saves 让学习工作台真正好用：Keyset 分页、直接导航与可恢复保存
- From a personal service to a deployable demo: release integrity, Terraform and AWS 从个人服务到可部署演示：发布完整性、Terraform 与 AWS
- Building explainable hybrid search with Go, SQLite and Qdrant 用 Go、SQLite 与 Qdrant 构建可解释的混合检索
- Semantic search for French-learning notes: the model only makes vectors 给法语学习笔记加语义搜索：模型只负责生成向量
- A knowledge library that shows its sources, and a demo that tells the truth 能展示来源的知识库，以及可信的演示流程
- When the response never arrives: idempotent annotation writes 响应没有回来时：标注写入的幂等与恢复
- Shipping a small Go, React and SQLite service, then testing that it recovers 发布小型 Go、React 与 SQLite 服务，并验证它能恢复
- Keeping the learner's words: versioned interpretation and human correction 保留学习者原文：版本化解释与人工纠正
- Evidence is not identity: from extracted units to durable concepts 证据不等于身份：从知识单元到持久 Concept
- Ping 正常，curl 却失败：一次 NAS 网络故障与代理变量 When ping works but curl fails — a NAS networking ghost (and a stupid fix)
2025
10