AI News - March 12, 2026

Claude Code Introduces Multi-Repository Context Awareness

Anthropic released Claude Code 3.5 with the ability to maintain context across multiple repositories simultaneously. The update allows developers to refactor code that spans microservices architectures without manually switching contexts. Early adopters report 40% faster completion times for cross-service feature development.

MCP Gateway Protocol Reaches v2.0 Milestone

The Model Context Protocol community announced MCP Gateway 2.0, introducing bidirectional streaming and enhanced security controls for enterprise deployments. The update includes native support for temporal context windows, allowing agents to maintain state across sessions without additional infrastructure. Over 150 organizations have already migrated from the v1.x protocol.

Open-Source Agent Framework "Conductor" Gains Traction

A new Apache-licensed agent orchestration framework called Conductor reached 12K GitHub stars within its first week. Conductor simplifies multi-agent coordination with declarative YAML configs and built-in fault tolerance for long-running tasks. The framework integrates seamlessly with MCP servers and supports all major LLM providers.

GitHub Copilot Workspace Adds Autonomous Testing Mode

GitHub announced an experimental feature allowing Copilot Workspace to autonomously generate, run, and fix tests based on code changes. The system uses a feedback loop to iteratively improve test coverage until reaching developer-specified thresholds. Beta testers report the feature catches 60% more edge cases than manual test writing.