Why Coding Agents Lose Their Plan (and How a Todo...

Our agent can run commands, read files, write files, and edit code — all chained together automatically within a single prompt. Ask it to scaffold a module with three source files and a config, and it'll happily bash and write_file its way through the whole thing. But ask it to refactor a codebase in ten steps, and something interesting happens: it nails steps one through three, starts to drift around step five, and by step seven it's improvising. The plan it had at the beginning has faded into