Tag: Prompt Caching

Sep 21
Prompt Caching Hit Ratios: Measuring Inference Cost Reductions for Repetitive MCP Tool Definitions

In the economic engineering of production multi-agent systems, context expansion represents the single largest operational cost driver. When building an autonomous Site Reliability Engineering fleet, an automated legal discovery pipeline, or an enterprise software development copilot, an agent rarely operates on a clean slate. To execute meaningful, real-world tasks, the agent must be equipped with […]