Field notes from a full-stack veteran learning AI in public — open source, AI engineering, and infrastructure, in English and Chinese.https://blog.go5.si/https://blog.go5.si/posts/ai-dev-experience/https://blog.go5.si/posts/ai-dev-experience/Architecture review stays with me, four core constraints, gates are rules not full runs, and passing every gate still does not mean you can ship. My working rules for AI-assisted development.Sun, 25 Oct 2026 17:30:00 GMThttps://blog.go5.si/posts/humanlayer-teardown/https://blog.go5.si/posts/humanlayer-teardown/HumanLayer open-sourced its approval layer for coding agents. I read the source: the engineering is real, but there is a simpler path using the CLIs' own built-in doors.Sat, 24 Oct 2026 13:57:00 GMT