So that you can have a fresh context for every little thing. These harnesses basically marry LLMs with deterministic software logic. The harness programmatically generates the prompts and stores the output, step by step.

You never want the LLM to do anything that deterministic software does better, because it inflates the context and is not guaranteed to be done accurately. This includes things like tracking progress, figuring out dependency ordering, etc.