Prompt
Why did my flag change not reach all users?
Latest observation
Oct 13, 2026
OpenAI APIWeb search: off
A flag change can miss some users for a few common reasons:
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Caching / stale config
- Clients, CDNs, SDKs, or your app may cache the previous flag value.
- Some users may not have refreshed or re-fetched the latest configuration yet.
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Targeting rules
- The flag may be scoped to a segment, environment, region, or percentage rollout.
- Some users simply don’t match the rule that was changed.
-
Propagation delay
- In distributed systems, updates aren’t always instantaneous across all nodes/regions.
- A subset of users may hit a server that still has the old value.
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Client-side persistence
- The app may persist the old flag locally until restart, logout/login, or a scheduled refresh.
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Experiment / rollout assignment
- If the flag is part of an experiment, user assignment may be sticky.
- Changing the flag definition doesn’t always move already-assigned users.
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Incorrect environment or audience
- The change may have been made in staging instead of production, or for the wrong project/environment.
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SDK / integration issues
- Some app instances may be using an older SDK version, have network errors, or fail to initialize the flag system.
-
Offline / degraded connectivity
- Users who were offline or had intermittent connectivity may not receive the update until later.
If you want, I can help you narrow it down by checking:
- what flag system you use,
- whether the change was a rollout vs. a direct value change,
- and whether affected users were on web, mobile, or backend.