Index 03
What I think

Writing.

Notes on AI engineering, independent development, products, and life systems.

I Built a Coding Agent and Realized Calling the Model Is Just the Beginning

Building a coding agent taught me that calling the model is just the beginning. In long tasks, state management, tool logging, observability, and failure recovery are key. Chat is just the entry point; the system must act like a runtime to keep progressing and validating results. Reliability often matters more than a one-off impressive answer.

#效率提升 #产品思维 #AI编程

2026/08/21

AI Is Rewriting My Workflow, but Not Every Step Is Worth Handing Over to It

AI is changing my workflow, but not every step is suitable for it. I've learned to first judge which tasks are worth AI's involvement, such as drafts, information organization, and repetitive work, while key decisions, final structure, and business understanding still require my personal control. This division of labor improves efficiency but avoids blind reliance leading to loss of control.

#AI工作流 #效率提升 #人机协作

2026/07/29