Commit to auditing one real workflow with the prompting-versus-RAG-versus-fine-tuning ladder.
Audit one AI workflow before your team approves new architecture work. Use the prompting-versus-RAG-versus-fine-tuning ladder on a real work item that is currently under discussion. I will audit [workflow name] by asking: 1) What is unclear in the prompt today? 2) Where does the current source of truth live? 3) What stable behavior would still need fine-tuning only after the first two layers are tested? Revisit in 2 days: did the audit change the proposed architecture? A support bot is answering from outdated policy docs and someone suggests fine-tuning it this sprint. A marketing team wants a custom model because…
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