French Learning Hub
2026
10
- 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