Hey, I'm Justin White
Technical Project Manager & Founder — building software R&D systems, search infrastructure, and developer tools at Koda. CS student @ SNHU.
Glyph — MinHash is all you need
A lightweight content intelligence toolkit. Compact fingerprints, no vector database, and the thought process behind skipping the heavyweight stack.
Welcome
Technical Project Manager & Founder — building software R&D systems, search infrastructure, and developer tools at Koda.
Smaller teams should collect less data
The standard playbook for modern software insists that more data equals better product capability but for small teams more data is more problems.
Glyph Collections — Tricking developers into guiding MinHash
More text is not more signal. Collections steer fingerprints toward the fields that actually matter — without making you learn aggregation.
Glyph Query — Don't just search
Don't make the search algorithm do work the system can eliminate earlier. Fingerprints, LSH, and filters as a deliberate tradeoff; not a smaller Elasticsearch.