Automation creating hundreds of civic resources hits provider API rate limits and mass creates stall with throttling errors. What is the deployment blocker?
Select an answer to reveal the explanation.
Short Explanation
Hammer the cloud API too hard and it taps the brakes—throttling. Slow the mass create, add backoff, or request a higher limit. Bench-color surveys will not unblock those 429s.
Full Explanation
Automation creating hundreds of civic resources that hits provider API rate limits and stalls mass creates with throttling errors is blocked by API throttling limiting how quickly the provider accepts create calls. Throttling protects control planes; municipal IaC must pace or batch accordingly. Unlimited API throughput with zero request budgets on every account contradicts how cloud control planes work. A successful dry-run proving throttling never applies to IaC tools is false comfort when live creates are throttled. Citizen survey results about preferred park bench colors are unrelated to API rate limits. Exam caveat: retries need jittered backoff; naive tight loops worsen throttling and prolong civic deploy windows. Operational check: inspect throttle error codes, slow or batch the automation, enable idempotent retries with backoff, request limit increases only if sustained need exists, and document rate-limit handling in the municipal IaC runbook. In municipal cloud operations, record the chosen control and the rejected alternatives in the change or incident ticket so future on-call staff understand which failure modes were avoided for city services. Re-validate after the next maintenance window that the same decision still holds under current provider limits, identity bindings, and application versions used by the civic platform team.