
GitHub has announced that its automatic security validation is now available for third-party coding agents, including Claude and OpenAI Codex. This feature ensures that code generated by these agents is analyzed for security vulnerabilities using CodeQL, checked against the GitHub Advisory Database, and scanned for sensitive information. The security validation is on by default and aligns with the settings used for GitHub Copilot. This enhancement aims to provide consistent security checks across all agent-generated code, without requiring a GitHub Advanced Security license.
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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.
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