You built an AI agent. It can search the web, query databases, send emails, create tickets, write code, analyze spreadsheets, and summarize documents. Twenty tools. One massive system prompt. It crushed the demo.

Then it hit production.

Suddenly it's calling the wrong tool half the time. It forgets instructions from the top of its context...