Building a Coding Agent by Hand: What the Manual Tool-Use Loop Reveals

A developer built a coding agent by manually writing the tool-use loop instead of using an SDK's abstraction. The loop is a simple while loop that calls the model, checks for tool requests, executes them, and repeats until done. This approach gave the developer full control, including the ability to add human approval before destructive actions.