Articles by Junming Cao.https://jamescao2048.github.io/enhttps://jamescao2048.github.io/writing/choosing-work-with-coding-agents/https://jamescao2048.github.io/writing/choosing-work-with-coding-agents/How milestones, architecture decision records, and task specifications helped me keep fast-moving coding agents focused on the next release.Mon, 15 Jun 2026 03:54:00 GMThttps://jamescao2048.github.io/writing/prompt-rules-runtime-enforcement/https://jamescao2048.github.io/writing/prompt-rules-runtime-enforcement/A compute-kernel example of moving state, retries, and acceptance checks from prompt instructions into the software around a coding agent.Mon, 25 May 2026 03:57:00 GMThttps://jamescao2048.github.io/writing/autonomous-research-feedback-loops/https://jamescao2048.github.io/writing/autonomous-research-feedback-loops/Research agents benefit from stable goals and fast, automatic feedback. Application development needs the same foundations, plus an explicit boundary around what tests cannot decide.Sat, 02 May 2026 03:55:00 GMT