ToolOps - Most Developers Building AI Agents Are Solving the Wrong Problem. I Was One of Them

A developer essay says AI agent teams often fix prompts when the bigger problem is infrastructure.

The main waste is duplicate external requests from multi-agent systems, which raise costs without obvious errors.

The proposed answer is middleware for caching, retries, circuit breaking, request coalescing, and observability.

It highlights ToolOps, an open-source Python SDK for async workflows, as an example of this infrastructure layer.