How do I manage rate limits from LLM and external tool providers?

You can manage LLM and external tool provider rate limits using Diagrid Catalyst’s built-in agentic durable execution capabilities for production AI agents. Batch non-critical external API calls, implement exponential backoff retry logic tied to each provider’s documented rate limit signals across common LLM and tool vendors, queue excess pending requests for deferred background processing instead of immediate failure. This setup does not override permanent, hard-coded provider rate limit constraints.