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cff-version: 1.2.0
message: "If you use Journeyman in your work, please cite it as below."
title: "Journeyman: a process-quality benchmark for LLM agents"
abstract: >-
Journeyman grades how an agent worked rather than whether it passed. It
drops an agent into small simulated jobs and scores the walk: whether it
kept hitting the same wall, whether it stopped when the job was done,
whether it could price what it could not reach, whether it bought a
planted false story. Judged axes are scored by a model judge, and no
judge is trusted on reputation — every judge sits a published,
calibrated exam against labelled real records before it may score.
type: software
authors:
- family-names: "Barlık"
given-names: "Onur"
affiliation: "Codechu"
doi: 10.5281/zenodo.22085820
repository-code: "https://github.com/codechu/journeyman"
url: "https://pypi.org/project/journeyman-bench/"
license: Apache-2.0
version: 0.4.0
date-released: "2026-08-24"
keywords:
- benchmark
- agent evaluation
- process quality
- LLM agents
- LLM-as-a-judge