The "garbage facts in, garbage briefs out" caveat is the part I'd want stress tested. In my own LLM features the context that decays fastest is what agents wrote without a human glance. Six months in, you have entries that are confidently wrong and the lint pass can't tell which. Does the promotion flow require human review or can agents self promote?
