https://douyixuan.github.io/tags/reliability/Recent content in Reliability on 兜忆轩 | Cedric's Compiler Noteshttps://douyixuan.github.io/images/papermod-cover.pnghttps://douyixuan.github.io/images/papermod-cover.pngHugo -- 0.146.0en-usTue, 18 Aug 2026 08:00:00 +0800https://douyixuan.github.io/posts/ai-native/2026-08-18/Tue, 18 Aug 2026 08:00:00 +0800https://douyixuan.github.io/posts/ai-native/2026-08-18/今天关注 coding agent 从“会改代码”走向“可负责的软件系统”：一篇把用户意图、虚拟用户反馈、测试和发布责任串成可追踪闭环；另一篇系统梳理模型之外的 harness、状态、检索、权限、验证和可观测性如何决定可靠性。