Insights, updates, and stories from the team rethinking how AI stores and retrieves knowledge.
06/01/26
Why the next AI infrastructure crisis is not coming from compute alone.
06/09/26
Green Vectors is not compression with a better name. It is a structural rethink of how meaning enters the retrieval system in the first place.
05/25/26
Last week I wrote about the AI storage problem. The energy. The tokens. The search accuracy collapse. Here's what comes next.
05/19/26
The Hidden Cost Scaling with "Every Query" — Nobody ever mentioned that you are paying for the same document again and again and again.
Featured Post
The invention of the lightbulb, the automobile, computers, and the internet. The world has witnessed massive change in the relatively short span of the last century.
01/19/26
Software engineers spend countless hours searching through Confluence pages, GitHub repos, API documentation, and Slack threads for one line of context.
01/15/26
Clinics are drowning in data, from patient notes, medical guidelines, and textbook references. But when every minute counts, searching through files shouldn't slow you down.
03/19/26
Analysts deal with massive amounts of fragmented data. Spreadsheets, reports, Slack messages, and PDFs. The real challenge isn't analysis, it's finding the right information, fast.
04/19/26
Running a lean business means wearing every hat, from sales to client delivery. But juggling endless Google Docs, Notion pages, and client folders slows growth.