The demo is impressive. ✅ The demo works in your environment, with your data, with you watching....
The demo is impressive. ✅
The demo works in your environment, with your data, with you watching. ✅
Production?
Silent failures. Cost overruns. Wrong tool calls. Stuck loops. No fallback. ❌
Agents in 2026: The Real Problem
The demo is impressive. ✅ The demo works in your environment, with your data, with you watching....
Demos lie. An AI agent that books a meeting, queries an API, and summarizes the result in a slick...
The AI agent used to be the star of every demo. Now it's on the shutdown list. Not because the model...
Why AI agent demos look nothing like production systems — and the concrete engineering work that bridges the gap.
The gap between an agent that demos well and one that survives production is mostly compounding probability, not model quality.…
Author(s): Vinamra Yadav Originally published on Towards AI. The demo worked perfectly. You ran it twenty times. You showed it to…
