Looking for advice on handling 429 Too Many Requests when pushing 200 concurrent API calls to manage predictive routing campaigns.
JMeter script ramps up 50 threads per second. The 429 errors start immediately after the first 100 requests. Rate limit headers show X-RateLimit-Reset is too slow for the test volume.
Is there a specific retry logic needed for this endpoint?
The simplest way to resolve this is to implement exponential backoff using the Retry-After header. In ServiceNow, configure the REST Message to parse response.getHeader('Retry-After') and pause execution accordingly. Avoid hammering the endpoint; instead, batch updates via Data Actions to stay within the X-RateLimit-Remaining threshold.
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If I remember correctly, standard backoff helps, but multi-org integrations often hit shared tenant limits faster.
- Implement jitter in retry logic to prevent thundering herd scenarios during JMeter ramps.
- Monitor
X-RateLimit-Remaining per org context rather than globally.
- Consider staggering thread start times to smooth out request spikes.
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