Meta shows structured prompts can make LLMs more reliable for code review

“The deeper implication is that code review itself starts to evolve,” Gogia said. “Historically, code review has been a human bottleneck tied to knowledge transfer and design validation as much as bug detection. In...

Seven little habits for writing better code

Don’t be afraid to over-log Logs are cheap; log insights are priceless. Along the same lines, don’t be afraid to “overdo” your log entries. A complete...

How to build RAG at scale

Retrieval-augmented generation (RAG) has quickly become the enterprise default for grounding generative AI in internal knowledge. It promises less hallucination, more accuracy, and a...

AI in CI/CD pipelines can be tricked into behaving badly

AI agents embedded in CI/CD pipelines can be tricked into executing high-privilege commands hidden in crafted GitHub issues or pull request texts. Researchers at Aikido...

Microsoft steers native port of TypeScript to early 2026 release

The native port of the TypeScript compiler also has made significant progress, with TypeScript 7.0 type checking nearly complete. A frequent question is whether...

Microsoft Fabric IQ adds ‘semantic intelligence’ layer to Fabric

With Fabric IQ, Microsoft is adding new semantic intelligence capabilities to its unified data and analytics platform, Fabric, that it says will help enterprises...
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From ChatGPT to Gemini: how AI is rewriting the internet

The advent of AI models like OpenAI's ChatGPT and Google's Gemini is fundamentally transforming the internet, reshaping how we interact with information, conduct business,...
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