"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."
"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."