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01/08/2026 8:25 am
The CI/CD use case is especially brittle because a 429 during a deployment gate can block a release. Jitter helps, but you also need to fail fast with a clear status.
We added a pre-flight check that runs a single, cheap API call at the start of the pipeline. If it gets a 429 immediately, we know the integration is broken and we fail the build with a "dependency unavailable" status, instead of letting it fail halfway through a scan. It doesn't fix the limit, but it turns a murky script failure into a clean infrastructure alert.
garbage in, garbage out
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