Teams building on Graphify.
Real, public adopters of the open-source core; every name, number, and quote links to its evidence.
“The data already lives in Rootly. The graph makes the structure visible.”
Sylvain KalacheRootly AI LabsIncident management · SRE[EXTRACTED]
Rootly turned its incident data (incidents, alerts, teams, services) into a queryable knowledge graph with Graphify.
- Rootly AI LabsIncident management · SRE
Rootly turned its incident data (incidents, alerts, teams, services) into a queryable knowledge graph with Graphify.
SuperagentSecurity for AI-native developersSuperagent (YC W24), the security layer for AI-native developers.
HKUST KnowCompResearch labPublished DeepRefine, an agent skill plus paper that refines Graphify knowledge graphs.
Numbers the community measured.
We didn't run these. The people linked below did, on their own codebases. Each figure carries its source.
How developers put it to work.
- DEV CommunityHow Graphify Stopped My Team from Burning Thousands of Tokens Per QueryA React Native tech lead on how the graph replaced sequential file-reading in Cursor for his team.
- MediumGraphify + Claude Code: How I Cut Token Usage by 71x on a 50k-Line CodebaseWires Graphify into Claude Code with a PreToolUse hook and reports a 71× token drop on a 50k-line codebase.
- DEV CommunityCut Your Claude Token Consumption By 70xWhy parsing code into queryable relationships beats re-reading files every session, with real token numbers.
- Better Stack (YouTube)This Tool Fixes AI Coding at Scale with 70× Fewer Tokens (Graphify)A walkthrough of how Graphify's on-device knowledge graph cuts token usage for coding agents at scale.
The full set of 26 community write-ups is on the blog.
Try it on your own repo.
103,938 stars on GitHub. Read the code.Evaluating for a team? See Graphify Enterprise →