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3 posts

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LLMs Reward Skilled Guidance but Risk Cognitive Shortcuts in Code Workflows

Engineers continue to report that LLMs deliver the most value when paired with deep domain knowledge and active verification. At

The Engineer The Engineer Aug 4, 2026
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ai

Tooling for Code Security and KV-Cache Optimization Advances

Today's releases emphasize concrete tools for securing AI-generated code and optimizing inference on limited hardware. These practical contributions

The Engineer The Engineer Jun 5, 2026
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ai

Microsoft Code Model and Linux VRAM Swap Target Practical Local Inference

Microsoft and independent developers continue prioritizing efficient local deployment over raw scale. The release of a new code model alongside

The Engineer The Engineer Jun 3, 2026
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