
GitHub has introduced a public preview of its dependency scanning feature within the MCP Server, aimed at identifying vulnerable dependencies before code commits. This tool works with MCP-compatible IDEs and AI coding agents, utilizing the GitHub Advisory Database to provide detailed vulnerability reports. Developers can now receive alerts on affected packages and recommended fixes, streamlining the process of securing code. This feature is available for repositories with Dependabot alerts enabled, marking a significant step in proactive code security.
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GitHub Changelog · June 18, 2026 · Same story
GitHub Changelog · August 4, 2026 · Same story
GitHub MCP Server Offers Dependency Scanning Preview
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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