
Microsoft has announced the general availability of its Defender for Cloud integration with GitHub, which enhances risk visibility from code to cloud. This integration allows users to connect code, build artifacts, and runtime context, enabling better tracking and prioritization of security risks. By mapping container images to their source code, the tool provides a comprehensive view of security findings in the context of deployment. This development aims to streamline the process of addressing vulnerabilities by providing a unified view for security and development teams.
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GitHub Changelog · June 3, 2026 · Related
WIRED AI · June 5, 2026 · Background
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 Changelog · July 20, 2026 · Related