
GitHub has released CodeQL 2.25.4, enhancing its static analysis engine used for code scanning. This update introduces support for Swift 6.3.1 and improves C# analysis by expanding ASP.NET source modeling. Java and Kotlin benefit from reduced false positives through better path normalization and sensitive data handling. Additionally, the update extends security analysis to Vercel serverless functions, enhancing vulnerability detection. These improvements make CodeQL a more comprehensive tool for developers aiming to enhance code security and quality.
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Claude Code Releases · May 6, 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 · May 8, 2026 · Same story
GitHub Changelog · June 5, 2026 · Same story
Claude Code Releases · July 25, 2026 · Background