Knowledge Engineering
Compiled wikis vs vector search. Karpathy-style LLM-owned knowledge. OpenBrain Context Layer. The architecture choice behind every serious agent.
The Knowledge Base Nobody Uses Is Not a Knowledge Problem
Enterprise knowledge bases fail at adoption, not at indexing. The problem is never the search engine. It is that the system does not sit inside the workflow where the question actually arises.
How to Build an Eval Harness Before Your RAG Goes Live
Deploying a RAG system without an evaluation harness is deploying blind. RAGAS gives you the four metrics that matter. Here is how to build the test suite before the first user query hits production.
Your Enterprise Knowledge Is Not in Your Documents. It Is in Your Decisions.
Most enterprise knowledge management projects index documents. The knowledge that actually drives competitive advantage is the institutional memory of why decisions were made, and that lives nowhere a search engine can find it.