What I do is a step is roughly a reviewable commit.

So I'll say something like "evaluate the URL fetcher library for best practices, security, performance, and test coverage. Write this up in a markdown file. Add a design for single flighting and retry policy. Break this down into steps so simple even the dumbest LLM won't get confused.

Then I clear the context window and spawn workers to do the implementation.