developer productivity Archives

AI Testing Tools That Write Tests So You Don’t Have To

By Mohd Saqueib Ansari March 13, 2026 under AI Tools

Writing tests is one of those things every developer knows they should do and most developers don’t do enough of. The gap between “I’ll write tests later” and “this is in production with zero coverage” is where bugs live. But here’s what’s changed: AI testing tools have gotten good enough that the excuse of “it takes too long” doesn’t hold up anymore. These tools don’t just suggest test boilerplate — they analyze your actual code, understand intent, and generate meaningful test cases you’d have written yourself if you had three more hours in the day.

AI Debugging Tools: Stop Guessing, Start Fixing

By Mohd Saqueib Ansari March 13, 2026 under AI Tools

Debugging has always been the part of development nobody talks about enough. You write the code in hours, then spend days staring at a stack trace trying to figure out why your Laravel queue silently swallows jobs, or why your React component re-renders six times when it should render once. Traditional debugging is slow, painful, and heavily dependent on how much context you can hold in your head at once. That’s exactly why AI debugging tools for developers have become one of the most practically useful categories of AI tooling to emerge in the last two years — not hype, but actual time saved on real problems.