The key themes that defined the year behind us will also shape the one ahead. The most-read articles of 2025 tracked a return ...

Accuracy is the make-or-break factor. If a detector flags too much code by mistake, it wastes time and frustrates developers. If it misses AI-generated sections, it cannot deliver the transparency ...

Anthropic's Ralph plugin keeps Claude retrying until specs pass, with a stop hook to pause loops, so you ship cleaner code ...

A prediction that looks plausible but diverges from reality can create high-risk, even catastrophic situations in driving ...

If you've ever tried building a product catalog in Excel, you know the headache — images float over cells, they don't move ...

Ansible is just the automation engine on its own, so it needs instructions detailing all the processes I wish to automate.