Blog
Building the future of AI.
Stay up to date with the latest news and announcements from the Karada team, and learn more about the Model Context Protocol.
Saturday, September 12, 2026
Shashwat Gupta
121 API Endpoints, One AI Agent: Why 1:1 Tool Mapping Fails in Production
Converting 120+ REST endpoints 1:1 into agent tools burns 15,000 prompt tokens and creates fragile runtime drift. Here is how collapsing endpoints into composite verbs and compile-time Go contracts fixes agent tooling.