AI Agent Tool Use and External API Rate Limit Management
Agents now call APIs fast enough to blow through rate limits designed for human speed.
Marcus Abara
Section
8 stories in AI Agent Deployment.
Agents now call APIs fast enough to blow through rate limits designed for human speed.
Traditional monitoring assumes determinism agents simply don't offer.
Five cost centers, not model spend alone, determine agent budget reality.
State management is the real blocker; solve it and global deployment becomes straightforward.
Most organizations lack basic governance for AI agent identities growing 25% annually.
Five patterns for coordinating concurrent agents without chaos or replay costs.
Replace central servers with distributed durable objects that sleep between tasks.
Serverless billing charges for idle time agents spend waiting on LLM inference and approvals.