Tag
Testing
2 articles
Using AI to Generate Apex Test Classes: What Works and What Doesn't
·9 min read
AI can hit Apex code coverage in seconds, but coverage was never the point. Here is what AI test generation gets right, where it fails, and how I use it.
Apex Test Patterns: How to Write Tests That Actually Catch Bugs
·9 min read
Most Apex tests pass coverage and catch nothing. The patterns that actually catch bugs — test data factories, behaviour assertions, governor limit checks, and the bulk cases everyone skips.