
Open Knowledge Format vs RAG: Why Your Agent Should Read a Wiki
Open Knowledge Format vs RAG: why a markdown wiki beats vector search for facts your agent already knows.
Articles about artificial intelligence (AI) technology and news.

Open Knowledge Format vs RAG: why a markdown wiki beats vector search for facts your agent already knows.

DeepSeek Harness never edits sent tokens. A still prefix cache stays warm, so the same agent input lands in the cheap column, up to 30× less.

A scheduled task researches and drafts each post, while a fixed-account skill handles secure publishing.

In this blog post, I'll take you through my journey, share my insights, and finally, reveal the winner in the showdown between GitHub Copilot and AWS CodeWhisperer.