The deployment landscape for autonomous software agents has reached an architectural crossroad. For years, running multi-turn agentic loops meant transmitting every prompt, tool call, and terminal execution log to hyperscaler cloud APIs. While cloud providers offer access to frontier reasoning models with massive parameter scales, relying on them for continuous, autonomous agent operations introduces friction […]