AI News Summary - February 24, 2026

GitHub Copilot Workspace Adds Multi-Repository Context

GitHub announced Copilot Workspace now supports simultaneous context from up to 10 repositories, enabling developers to work on microservices architectures more efficiently. The update includes improved dependency tracking across codebases and automatic PR generation for multi-repo changes. Early access users report 40% faster development time on distributed system projects.

Anthropic Releases MCP Server Discovery Protocol

Anthropic unveiled the MCP Discovery Protocol, allowing Claude and other AI assistants to automatically find and connect to compatible MCP servers on local networks and cloud environments. The protocol includes security attestation and capability negotiation, making it easier for enterprises to deploy AI tools across their infrastructure. Over 200 MCP servers have already implemented the new standard.

Open-Source Agent Framework "Conductor" Reaches 1.0

The Conductor framework for building autonomous AI agents hit version 1.0 with production-ready stability and enterprise support. Key features include native MCP integration, multi-model orchestration, and built-in observability for debugging agent decisions. The project has gained 15K GitHub stars since its beta launch three months ago.

Cursor Introduces "Shadow Mode" for Code Review

Cursor's latest update includes Shadow Mode, where the AI assistant watches developers code in real-time and proactively suggests improvements without interrupting workflow. The feature uses a lightweight model running locally to minimize latency and can learn team-specific coding patterns. Beta testers report catching 60% more potential bugs before commit.