Deferred Loading: Cutting AI Agent Token Bloat by 95%

AI agents with 40 tools burn 8,000 tokens per request just describing schemas—before doing any actual work. Deferred tool loading eliminates this bloat by starting with only a search tool and loading specific tools on-demand, cutting overhead by 95%. For teams scaling autonomous agents, this efficiency gain directly reduces costs and accelerates response times.