Beyond Better Prompts: AI Agents Need Operational Accountability

Current AI agent demos focus on the happy path, but production environments demand proof. Agents handling billing systems, code repositories, or external APIs need comprehensive operational records—not just a final 'done' message. Structured 'receipts' capturing task scope, actions, approvals, and recovery paths transform agents from black boxes into auditable, trustworthy systems essential for real-world deployment.