From RAGs to Riches: Using LLMs and RAGs to Enhance Your Ops

11-02-2025

I put together a blog on LLMs and RAGs for offsec. A particular usecase I found interesting was ingesting engagement data like Confluence, Jira, etc, and asking things like "How does X onboard new starters"? The backend LLM really varied the responses, though.

Using it for querying offsec resources like papers, blogs, talks, etc was quite cool but requires a lot of hand-holding IMO. Worth checking out and spinning up, it has potential 🤖