Caching Strategies for AI Agent Systems
Reuse expensive results only when identity, freshness, authorization, and side-effect semantics make reuse safe.
Topic
#cost-amp-performance
5 articles — updated daily
Model Routing for AI Agents
Choose models by task requirements, policy, quality, latency, and cost instead of sending every step to one default.
Context and Token Cost Optimization
Build focused model context that preserves decision-relevant information while removing repeated and irrelevant tokens.
AI Agent Cost Optimization
Control the cost of successful agent outcomes, not merely the price of one model call.
Agent Latency Explained
Why multi-step agents feel slow, where elapsed time accumulates, and how to improve speed without breaking the task.