
GitHub has released updates to GitHub Actions, focusing on workflow visibility and control. A new REST API helps users manage runner version deprecations by providing end-of-support timelines. The updates also include a new read-only permission for Dependabot alerts, enhancing security by adhering to least-privilege principles. Furthermore, reusable workflows now have improved runtime identity features, offering more detailed context for job execution. These changes aim to improve workflow management and security for developers.
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GitHub Changelog · July 28, 2026 · Same story
GitHub Changelog · September 17, 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.