Modern applications depend on APIs more than ever.
Payments, authentication, notifications, analytics, CRMs… most products today rely on multiple third-party services to function properly. Connecting them is usually the easy part.
Making them reliable is where things get difficult.
A lot of API integrations work perfectly during development, but start failing once real users, real traffic and edge cases show up.
Here are some of the most common problemns I keep seeing.
1. Third-party failures are normal
External APIs fail. Timeouts happen. Servers go down. Responses get delayed. If your app assumes every request will succeed, it will eventually break. Retries, fallbacks and proper error handling should be part of the architecture from day one.
2. Authentication gets messy fast
Expired tokens, refresh logic, invalid sessions and revoked credentials create a lot of hidden problems.
A secure auth flows is not just about getting a token. It’s about handling the full lifecycle correctly.
3. APIs change over time
Response structures evolve. Fields get renamed, removed or changed.
Without validation and version control, even small changes can break critical features.
4. Rate limits become real at scale
What works with 10 users may fail with 10000. Batching, queues and backoff strategies become necessary much earlier than most teams expect.
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