Materialize

Materialize announced 28 weekly releases to build a live context graph for AI agents, enabling real-time data feedback loops. The platform now includes an MCP Server for agent discovery and querying, …

Materialize has been using LLM-based coding agents since February 2026 to find bugs in existing code and open pull requests, coinciding with the release of Anthropic's Opus 4.6. The system scans pull …