Checklist & pitfalls before you ship
Before you move on
Use this checklist after Converting Numeric Data for Localization in AI Content in Optimizing Event Content and SEO Using AI to avoid regressions.
Definition of done
- Edge cases documented (empty input, large payloads, slow network).
- Error messages actionable for users and support.
- At least one automated test for the happy path.
Common pitfalls
| Symptom | Likely cause | Fix |
|---|---|---|
| Flaky UI | Race in async flow | Serialize steps, add cancellation |
| Slow page | N+1 queries | Eager load + indexes |
| Wrong locale | Mixed content rows | Filter by locale consistently |
Related: revisit the main lesson video for the full narrative—this page is a slice, not a replacement.