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  1. GitHub Blog · AI & ML62

    GitHub extends push protection to unstructured secrets with a ModernBERT classifier built with Microsoft Applied Sciences

    GitHub built a fine-tuned ModernBERT classifier with Microsoft Applied Sciences that assesses candidate secrets in context in under two milliseconds.

    Why it matters: GitHub's nine quarters of push data and the latency budget behind its new secret classifier show how prevention is being moved into the push path.

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  1. GitHub Blog · AI & ML60

    GitHub Security Lab ships Fuzzing Taskflow, an autonomous fuzzing pipeline for C/C++

    GitHub Security Lab released the Fuzzing Taskflow, an autonomous fuzzing pipeline for C/C++ projects built on its Taskflow Agent framework. Pointed at a GitHub owner/repo slug.

    Why it matters: The post details how the agent splits judgment from execution across MCP tools, useful for anyone building autonomous security pipelines.

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