← All fixes
Any agent· Rate limits

Why your AI agent keeps getting rate limited (and how to stop it)

AI agent keeps getting rate limited
Quick answer

Agents hit rate limits far more than chat apps because they make requests in the background — heartbeats, retries, and parallel tool calls — that quietly burn your per-minute provider budget. The fixes are reducing background load, configuring fallbacks, and using a provider without per-minute caps.

What causes it

How to fix it

  1. Lower heartbeat frequency and cap concurrency so background load stays under the limit.
  2. Add exponential backoff so retries don’t become a storm.
  3. Configure fallback providers so a throttled one doesn’t stall the agent.
  4. Compact context between steps instead of resending the whole history.
Running an agent?

This is the #1 reason OpenClaw and Hermes agents stall. The durable fix is a provider whose limits don’t exist for you to hit.

The permanent fix

Stop hitting this entirely

Standard Compute is built for always-on agents: no per-minute cap for background activity to exhaust, automatic cross-provider failover (no manual fallbacks), graceful degradation instead of 429s, and prompt compaction to keep token load down — all at one flat price.

Get a free API key →How it connects →

FAQ

Why do agents get rate limited more than normal apps?

Because they generate requests on their own — heartbeats, retries, and tool calls — independent of user activity. That background traffic competes for the same per-minute budget and trips limits you’d never hit by hand.

Is upgrading my provider tier enough?

It buys headroom, but a busy agent grows into the new ceiling. Removing the per-minute cap entirely (flat-rate, unlimited, with failover) is the durable fix.

Related errors

OpenClaw “API rate limit reached” (429)OpenClaw · 429OpenAI “Rate limit reached for requests” (429)OpenAI · 429“Quota exceeded — please use your own API key” explainedAgent / app