
AI Code: The Debt You'll Pay Back with Bugs, Sooner or Later
Generating code with AI seems like a fantastic shortcut, right? In reality, you might be accumulating technical debt that you'll pay back later.
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Saturday, August 1, 2026
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Generating code with AI seems like a fantastic shortcut, right? In reality, you might be accumulating technical debt that you'll pay back later.

We dream of AI agents doing everything independently, but when things go wrong, debugging is a nightmare. Now there's a tool to quickly pinpoint where the problem lies.

AI agents work, but what exactly are they doing inside? A new open source tool shows you every step, every thought, every decision made in the dark. It's like installing a camera inside a robot's brain.
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If you spend your days digging through logs like an archaeologist in a digital landfill, here's the good news: there's a tool that could save you hours of frustration. It's called Ruflo, it's open source on GitHub, and it does exactly what we all want to do to our errors.