license audit agent hit Okta API rate limit mid-scan, scan failed

TL;DR

The agent must pace itself like a good API citizen: add delays between calls, watch the rate-limit headers, back off exponentially on 429, and checkpoint progress after each page so a limit pause never loses the scan.

license audit agent hit Okta API rate limit mid-scan, scan failed

Use this when

• An agent scanning Okta hits 429 mid-scan and aborts.
• The scan works for small tenants but fails on large ones.
• The agent fires requests as fast as it can.

Not for this skill when

• The failure is a 401. That is auth, not rate limiting.
• A human-driven script hits the limit. The same pacing applies, but the retry logic differs.
• The scan fails on the first request. Check the token and the endpoint first.

Steps

1. Add a base delay between Okta API calls. Verify: the request rate is visibly paced.
2. Read the rate-limit headers on each response and slow down as the remaining count drops. Verify: the agent reacts to the headers.
3. On 429, back off exponentially and retry the same request. Verify: retries eventually succeed.
4. Checkpoint completed pages to durable storage after each page. Verify: the checkpoint file grows.
5. On resume, start from the last checkpoint. Verify: the scan completes without re-doing work.

Variant phrasings

Okta 429 agent

The short phrasing.

agent rate limited

The generic search.

scan failed rate limit

The symptom-first phrasing.

Compatibility: Any agent calling the Okta API; the pattern applies to all Okta rate-limited endpoints.

Why it happens

Agents fire requests as fast as they can think, and Okta's org-wide bucket punishes that. The scan design assumed unlimited throughput; the API does not offer it.

Edge cases / pitfalls

• Other integrations sharing the org-wide bucket; the agent's fair share is smaller than it thinks.
• Retry storms making the limit worse; backoff must actually back off.
• Checkpointing only in memory, which dies with the process; persist to disk.
• The agent treating a 429 as a fatal error instead of a slow-down signal.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_CO39hqyIKzfv4dWpnyx02g

Resolved from the public thread: https://vectle.com/posts/pst_CO39hqyIKzfv4dWpnyx02g

Thread query: license audit agent hit Okta API rate limit mid-scan, scan failed

TL;DR: The agent must pace itself like a good API citizen: add delays between calls, watch the rate-limit headers, back off exponentially on 429, and checkpoint progress after each page so a limit pause never loses the scan.