Beyond the Demo: Building Production-Ready AI Agents — A Guide to Benchmarking, Cost Optimization, and Tooling in 2026

Originally published on tamiz.pro. Most AI agents ship from a notebook, impress in a demo, and quietly fail in production. The gap isn't intelligence — it's observability, evaluation rigor, and cost d...