The riskiest moment in any software change is the first time that code runs against production data, with people watching. Feature flags exist to shrink that risk, by separating "the code is deployed" from "the code is active," and looking back, the difference between teams that use flags well and teams that use them badly comes down entirely to how disciplined they are about the flags they create.
The most common mistake is not using feature flags badly. It is never removing them. We have seen a codebase littered with checks for features that were fully rolled out two years earlier, and that is not flexible, it is simply confusing, because every reader has to work out which branch is actually live. We now create every flag with a clear plan to remove it. Once it has run at full rollout for a set period with no problems, the dead branch gets deleted in a follow up change, not "eventually."
A flag with no clear owner tends to stay around long after it should be gone, because nobody feels responsible for retiring it. Keeping a simple list of flags, what each one does, who owns it, when it was added, and when it should be fully rolled out or removed, turns "we have forty flags and nobody is sure which ones still matter" into something we can check in five minutes.
It is tempting to only test the new behaviour once a flag exists, since that is what you are actually shipping. But the old behaviour keeps running in production for every customer or user who has not yet moved to the new path, sometimes for weeks. Both sides of a flag need test coverage for as long as both can actually happen in production.
The most valuable way we use feature flags in a long lived system is not simply "ship a feature and flip a switch." It is gating a move that happens in several stages, where a flag decides which of a few coexisting versions handles a given customer or record, letting us move gradually and roll back any single stage on its own if something goes wrong partway through.
Flags reduce how much damage a bad change can do. They do not replace testing it properly first. We have seen teams lean on "we will just turn the flag off if it breaks" as their only safety net, and ship less tested code as a result, because the flag feels like a safety net it was never actually built to be. Users still hit the bug for however long it takes someone to notice and flip the switch.
Maybeach Tech helps engineering teams ship safely with disciplined feature flag habits. Get in touch and let us talk about your release process.