
GitHub has announced the general availability of its Copilot code review effort levels, Lite and Balanced. These options allow developers to adjust the depth of code reviews based on the complexity and risk associated with pull requests. Lite is intended for simple changes, whereas Balanced is for more complex or security-sensitive code. Available with Copilot Pro and higher plans, organizations can set default review levels that repositories can inherit. This update aims to streamline the code review process by providing tailored feedback according to the needs of each pull request.
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GitHub Changelog · June 2, 2026 · Same story
GitHub Changelog · October 2, 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.