Building a source-verifiable road to the NHL
The archive now follows 151,078 player identities across 39 North American and European leagues while keeping incomplete historical denominators explicit.
Read update ↗INCHINGTO AGIIndependent Research & Ventures · Alberta
Hockey development intelligence
The Long Road
Working thesis
The path to the NHL is not a straight line. A source-verifiable archive can show which development routes actually produce NHL players—and surface the success stories hidden in junior, university, minor-pro, and European hockey.
01 / CURRENT STATE
The Long Road is a living hockey-pathway archive tracking players across North American and European leagues back to 1989–90, resolving historical teams and predecessor competitions, and following each player to verified NHL outcomes. It is built to answer who makes the NHL, which routes recur, and who fought through the minors to reach the top—without publishing a success rate until a complete official participant denominator is proven.
02 / EVIDENCE & UPDATES
What changed in the work.
03 / OPERATING TOOLS
Tools used in the project.
CodexOpenAI · Building
Agentic software work inside a real repository
04 / NEXT MILESTONES
Where the experiment goes next.
Establish the NHL outcome layer
Preserve complete NHL player and season history from 1989–90 onward as the verified destination layer.
Map every league back to 1989–90
Trace predecessor competitions, source-period league names, and franchise identities across North America and Europe.
Close official participant denominators
Recover sanctioned team and league exports while preserving every unresolved source gap explicitly.
Publish pathway comparisons and long-road stories
Compare only complete cohorts and surface the players who fought through the minors to reach the NHL.