Satvik Choudhary

AI can accelerate drafting and editing, but the belief that it can simply write your test cases for you leads to generic coverage, weak assumptions, and too little human review.

Passing regression is useful evidence, but it does not mean a release is automatically ready. Regression protects known behavior; ship readiness depends on broader change risk, unresolved defects, and operational context.

QA is essential to quality, but the belief that QA owns quality turns testing into a late-stage safety net and lets the rest of the organization off the hook.

When teams treat test case management as paperwork, they usually end up with weak release visibility, duplicated effort, and institutional knowledge trapped in a few people.

Automation is essential, but the belief that it should replace manual testing entirely leads teams to cut the exact human judgment that catches ambiguity, usability risk, and unexpected behavior.

The problem with the belief that more tests always mean better quality is not that testing is bad. It is that test volume is a weak proxy for confidence, coverage, and release readiness.