XDA Developers on MSN
I replaced Gemma 4 with a two-year-old coding LLM, and my local AI setup works better than ever
A coding LLM doesn't care whether you code, just whether your input has rules ...
About 18 months ago, we brought you a sneak peek at a handheld that started life in the Dutch conference badge scene. At the time it showed promise, but its software wasn’t ready for a fair review.
XDA Developers on MSN
I used NotebookLM's code execution and I wasn't ready for how well it went
Right feature, right home, finally ...
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An intelligent, decoupled developer environment built for existing ("Brownfield") codebases. It provides deep architectural analysis, AST-based semantic searches, interactive dependency impact graphs, ...
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