constraints

The generative AI race has long been a game of ‘bigger is better’. But as the industry approaches the limits of power consumption and memory constraints, the conversation is shifting …

In this tutorial, we build a cost-aware planning agent that deliberately balances output quality against real-world constraints such as token usage, latency, and tool-call budget. We design the agent to …