
GitHub has launched a public preview of its AI Scan for pull requests, accessible through REST API endpoints. This feature allows organizations and repositories to manage AI-powered security detections programmatically, eliminating the need for manual configuration in the GitHub UI. Available to GitHub Advanced Security customers, this preview does not support GitHub Enterprise Server. The initiative aims to streamline security practices for developers by automating the enablement of pull request scans.
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GitHub Changelog · July 14, 2026 · Same story
GitHub Changelog · October 15, 2026 · Same story
Anthropic is tightening control over Claude Code's autonomous behavior with new environment variables that let you disable 'ultrathink' or cap subagent effort levels. For teams, the introduction of pooled group budgets on the gateway allows shared monthly spending limits across members, a practical fix for enterprise cost management. The release also patches critical bugs where shell commands would hang or crash on exit, stabilizing the developer experience significantly.
This release quietly cements llama.cpp as the universal inference runtime by finally bringing ROCm 10.0 to Linux and Windows alongside CUDA 13.4, effectively closing the hardware gap for AMD users who were previously left behind. The inclusion of native Snapdragon support on Linux marks a significant step toward running local LLMs on ARM-based mobile chips without emulation overhead. While KleidiAI on Apple Silicon is disabled in this build, the broader expansion to diverse accelerators ensures that developers aren't locked into NVIDIA ecosystems anymore.
GitHub Enhances Security with New Pull Request Rule
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