DBDnyandeo Bharambeinllmjudge.hashnode.dev·Jun 7 · 6 min readBuilding a production LLM Judge: lessons from the enterprise audit engine When I was building the enterprise audit engine, the LLM Judge was the last thing I planned to add. It felt like over-engineering. The main agent already had MCP tool access to live device state, a po00
DBDnyandeo Bharambeinmcpoverrag.hashnode.dev·May 26 · 6 min readWhy I chose MCP over RAG for live infrastructure auditingI've been working on a project to audit distributed hardware infrastructure — devices spread across multiple sites, each running firmware that needs to stay compliant with a central policy. Pretty sta10
