…Admins control access via the Bring Your Own Language Model Key policy on GitHub.com. BYOK is available for Copilot Free, Pro, and Pro users. Agents can access any open terminal : Agents…
…On high-fanout surfaces such as issue lists, dashboards, and projects, eager prefetching amplifies request volume, creates N+1-style access patterns and pushes unnecessary compute onto the system for pages a…
…request forgery (CWE-918) were unusually common in 2025. CWE-863 (“Incorrect Authorization”) saw a significant jump, but that is largely due to reclassification away from CWE-284 (“Improper Access Control”) and…
…Overall, we get the impression that the LLM does an excellent job of understanding the code space and following the control flow, while taking into account the access control model and intended…
Featured Improving token efficiency in GitHub Agentic Workflows Agentic workflows that run on every pull request can quietly accumulate large API bills. Here’s how we instrumented our own production workflows, found…
…AI & ML Agent pull requests are everywhere. Here’s how to review them. A practical guide to reviewing agent-generated pull requests: what to look for, where issues hide, and how to…
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