@clinto.ai: Nobody hands a new hire the company card on day one. Not because they're dumb, but because some mistakes are expensive to take back. Agents deserve the same logic. Sort every tool by what it costs to reverse: reversible, compensatable, or gone. Then engineer the dangerous ones toward reversibility with outbox delays, soft deletes, plan-before-apply and idempotency keys. Enforce the gate outside the prompt. Autonomy is budgeted by how cheap your mistakes are. #AIAgents #AgenticAI #AIEngineering #SystemDesign #SoftwareArchitecture #AISafety #LLM #AI