Magic is a frontier research lab building an AI software engineer with an ultra-long context window. Their proprietary architecture allows models to reason over millions of lines of code simultaneously, effectively holding an entire codebase in memory. Magic is positioned to automate complex software development tasks that require deep understanding of system-wide logic and dependencies. This technology addresses critical bottlenecks in computational efficiency and data governance, supporting broader industrial automation.