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Empathy at Scale: How an LLM Judge Improves Our Atlan MCP Server
How an LLM judge improves the Atlan MCP server with empathy at scale: it scores every outcome, and a loop turns failures into shipped fixes.
Rishi Gaurav Bhatnagar · · mcp
Building a User Value Loop for MCP: What Traces Can't Tell You
Every tool call can succeed and the user can still get nothing. How and why we built a user value loop for the Atlan MCP server, and what it told us.
Ben Hudson · · mcp
Rex: Encoding Human Behavior Into a Simulation Engine
How we created Rex, a simulation engine that encodes five years of anthropological research into personas that stress-test AI products before real users arrive.
Rishi Gaurav Bhatnagar · · user-research