When I first fell in love with Flutter, it felt like permission to move fast: gorgeous UI, one codebase, hot reload that made iteration almost fun again. But after shipping a few real apps, working with teams, and waking up to 2 AM crash reports, I learned there's a shadow side to that speed. Flutter is powerful — and like any powerful tool, it will bite you if you're careless.
Not a Medium member? Click here to read the full story.
If you're building apps for real users (not just prototypes), here are the pain points I've lived through — and the practical survival tactics that actually helped me sleep at night.
1. Package Paradise → Dependency Hell
Flutter's ecosystem is huge. Need a chart, auth, or image cache? There's a package for that. But packages rot, APIs change, and one abandoned dependency can cascade into security or compatibility nightmares.
Survive it by:
- Vetting packages before adding them: check last commit, issues, and pub.dev popularity.
- Pinning versions and using
dependency_overridesonly sparingly. - Forking and taking ownership of a tiny package when it's critical to your product.
- Writing small adapters around third-party APIs so swapping implementations is easier.
2. Performance Isn't Magic
Flutter is fast, but it doesn't replace good engineering. I've seen apps stutter because someone rendered thousands of widgets at once or rebuilt an entire screen on tiny state changes.
Survive it by:
- Profiling early with DevTools — frame rendering, repaint, and memory tabs.
- Using
ListView.builder,constConstructors, andRepaintBoundarywhere appropriate. - Avoiding large synchronous work on the main thread — use
compute()or isolates. - Adding performance budgets to PRs: "No new screen should drop below 60fps."
3. State Management Confusion
There are a dozen patterns: setState, Provider, Riverpod, Bloc, MobX. Teams flip between them, leading to inconsistent code and onboarding pain.
Survive it by:
- Choosing one approach per project and documenting why you picked it.
- Encapsulating state behind services or repositories so UI code stays thin.
- Writing small examples and a README for common tasks (navigation, async loading, error states).
4. Platform Quirks & Native Integration Pain
"Write once, run everywhere" works for a lot — but not everything. Push notifications, background tasks, platform permissions, and device-specific bugs still need native attention.
Survive it by:
- Testing on real devices early (not just emulators).
- Isolating native code in clearly named modules with good documentation.
- Keeping native integration minimal and well-encapsulated — treat it like a risky area that needs tests and monitor hooks.
5. Testing & CI Blindspots
Unit tests are easy; integration tests and reliable CI for mobile builds are not. Signing keys, platform flakiness, and slow emulators make automated pipelines fragile.
Survive it by:
- Investing in a CI that supports Flutter well (Codemagic, GitHub Actions with matrix builds).
- Adding smoke tests and a small set of stable integration tests.
- Automating artifacts: versioned builds, changelogs, and easy rollback steps.
- Using emulators only for quick feedback; keep a few physical devices for nightly end-to-end tests.
6. App Size & Startup Time Surprises
Bundle size can balloon quickly with many packages or heavy assets. Some teams get shocked when their app crosses a size threshold and users complain.
Survive it by:
- Measuring APK/IPA size regularly and adding size targets to CI.
- Tree-shaking unused code, optimizing assets (webp, SVG), and deferring heavy initialization.
- Considering code-splitting strategies and lazy feature loading for very large apps.
7. Accessibility & Localization — Often Forgotten, Always Important
Beautiful UI is meaningless if users with different needs can't use your app. I once shipped a visually stunning screen that completely broke with large fonts.
Survive it by:
- Adding accessibility checks to your QA checklist: Semantics, focus order, contrast.
- Testing with large fonts, screen readers, and RTL layouts early.
- Using
intland keeping strings out of widgets from day one.
8. Architecture Debt & Rewrite Temptation
Because Flutter makes prototypes so fast, teams sometimes ship messy code and justify rewrites later. Rewrites are expensive and often fail.
Survive it by:
- Enforcing small architecture rules early: folder structure, separation of concerns, and clear boundaries between UI, domain, and data layers.
- Making incremental refactors, not full rewrites. Migrate piece by piece behind feature flags.
9. Security Blindspots
Mobile apps talk to servers and store tokens. A careless implementation can leak sensitive data.
Survive it by:
- Storing secrets in
flutter_secure_storageor platform's secure stores. - Using short-lived tokens and server-side refresh.
- Regularly running dependency scanners and threat models for new features.
Final Thoughts — Build Like You'll Maintain It Forever
The dark side of Flutter isn't unique. Every framework has trade-offs. What matters is how you structure teams, code, and processes to account for those trade-offs.
A few habits I swear by: automated profiling and size checks in CI, a small list of vetted packages, clear state management guidelines, and a short "platform integration" playbook for native work. Ship fast, yes — but assume you'll maintain the app for years. If you design with that mindset, most of those scary midnight bugs become manageable.
Want the short checklist I use when reviewing Flutter projects? I'll drop it in the comments — it's the list I run through before any production release.