The Perfect Context

Corey, an admin at a small logistics firm, was reviewing an email from a business partner just before a long weekend, checking shipment data and invoices, unaware it was a cyber‑threat. Meanwhile, developers are highlighting how Model Context Protocol (MCP) servers consume token overhead with verbose tool definitions, and AI agents need robust context management to avoid picking outdated information, as illustrated by recent retrieval failures.