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.

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