Models & Labs
GitHub MCP Server Supports New Stateless Protocol
GitHub Changeloghigh confidence
Why it matters
- →The stateless protocol simplifies scaling and enhances performance for MCP deployments.
- →Backward compatibility ensures a smooth transition for developers using existing SDKs.
- →Early adoption positions GitHub MCP Server as a leader in protocol advancements.
GitHub has announced that its MCP Server now supports the upcoming stateless MCP protocol, which will officially launch in 2026. The new protocol simplifies scaling by eliminating session dependencies and allows for faster connections through parallel handshakes. GitHub has also removed Redis sessions and improved its elicitation implementation to enhance performance. This update ensures backward compatibility with existing SDKs, allowing developers to transition smoothly. GitHub's early adoption of the new protocol highlights its commitment to staying at the forefront of technological advancements.
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Claude Opus 5 Now in GitHub Copilot
Claude Opus 5, Anthropic's latest model, is now integrated into GitHub Copilot, enhancing its capabilities for complex coding tasks. This model excels in agentic workflows, making autonomous code changes and coordinating multiple tools with precision. It also includes enhanced safeguards against high-harm cyber content, ensuring safer coding environments. Available to Copilot Pro+, Max, Business, and Enterprise users, this rollout signifies a step forward in AI-assisted coding, offering more reliable and efficient execution for developers.
GitHub Changelog
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Models & Labsmodels
Claude Code v2.1.219 Update Released
Claude Code's latest update, v2.1.219, introduces the Claude Opus 5 model as the new default, offering a 1M context and fast mode pricing. This release enhances sandbox security with a strict allowlist setting and improves error handling with structured failure categories. Notably, nested subagent forwarding is now supported up to a depth of three, expanding the tool's flexibility. These changes make Claude Code more robust and versatile, particularly for developers managing complex workflows.
Claude Code Releases
Models & Labsmodels
Llama.cpp b10093 Release Fixes DeepSeek4 Template
The b10093 release of llama.cpp focuses on refining the DeepSeek4 template to ensure it behaves consistently with reference standards. This update introduces support for the DeepSeekv4 flag and integrates the DS3.2 parser for DS4, enhancing its functionality. Developers working on macOS, Linux, and Windows can benefit from improved performance, especially with Vulkan, ROCm, and CUDA technologies. The release also addresses tool result reordering and post-merge fixes, contributing to a more stable and reliable development environment. While not revolutionary, these enhancements make llama.cpp a more dependable choice for developers seeking robust AI model support.
