People using LLMs not in a gruntwork manner tend to confuse style and tone with facts and knowledge.

LLMs are great to make drafts if you give them the source materials. They're great at validation if you give them the tools. They are great at layouting if you give them linters.

Encode architecture and decisions in your workflow, then proofread what your agents have been working on. Not the other way around.

Better validation and testing means more work will transform from exhaustive decision work to automateable gruntwork.