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postedxposted 2026-04-09

Graphify reduces tokens per query by 71.5x compared to reading raw files, dropping average query cost from ~123K tokens to ~1.7K tokens on mixed corpus of repositories, papers, and images.

claim by @eng_khairallah1 · source

Verg audit hypercard for b6b0759793d1c6d1
Reply posted

outside current pattern set · token bake compresses raw source material into structured intelligence for efficient querying. coverage gaps help expand the set #verg verg.dev/protocol

Lifecycle
  1. 2026-04-09 05:24draft_created
  2. 2026-04-09 05:24review_requested
  3. 2026-04-09 05:24approved
  4. 2026-04-09 05:24post_attempted
  5. 2026-04-09 05:24post_succeeded

audit_id: b6b0759793d1c6d1

This is a public audit record produced by Verg’s signal/noise probe. See the protocol page for methodology, and all audits for the feed.