measured, not marketed
●everything here is reproducibleYou're being asked to trust this thing with your team's memory. So every number below links to its grade sheet, harness, or ADR — including the ones that went against us.
58 of 60 blind-graded claims held against source on three repos we'd never seen — mozilla/fxa, Backstage, Athens. The two misses are in the sheet too.
A dormant repo scored 0.383 against our 0.38 confidence floor — and the product declined to bluff. It surfaced the gap ledger instead of dressing up an answer.
We pre-registered a precision bar before building auto-promotion of inferred links. The matcher missed it. The feature that would have written machine guesses into your record died as written.
“You're being asked to trust this thing with your team's memory. So we show our misses.”
a typical answer arrives as ~220 tokens of cited claims · methodology page ships at GA — until then, no ratios.
open source
Runs local, no account, no lock-in. Works with any MCP client.
don't lose the why
Run a real “why” query on React, Kubernetes, Rust, Vue, or Go right now — no account, no import. Or run it local in ten minutes. Both doors lead to the same graph.