"This is what it looks like when agentic AI gets access to real production data.
LLMs are now helping build real software-but without production context, they write code that often doesn’t work in the real world.
They can’t see broken flows, performance bottlenecks, or cascading failures from external dependencies-the real reasons systems go down.
Hud’s runtime code sensor changes that. It runs with your service and automatically captures function-level behavior-no configuration, instrumentation, added logs, dashboards, or maintenance needed.
With Hud’s MCP, that production context becomes available to AI environments like Cursor, Windsurf and Github CoPilot-The result? Code that’s grounded in how your system actually behaves in production."