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StaffML Question Corpus
Copyright (c) 2026 Vijay Janapa Reddi and contributors
Licensed under the Creative Commons Attribution-NonCommercial 4.0
International License (CC BY-NC 4.0).
You are free to:
Share — copy and redistribute the material in any medium or format.
Adapt — remix, transform, and build upon the material.
Under the following terms:
Attribution — You must give appropriate credit, provide a link
to the license, and indicate if changes were made.
Recommended citation tied to a specific release:
@misc{staffml2026,
title = {StaffML: ML Systems Interview
Preparation Question Corpus},
author = {Janapa Reddi, Vijay and contributors},
year = {2026},
version = {v<release_id>},
note = {Release hash: <release_hash>},
url = {https://staffml.mlsysbook.ai}
}
NonCommercial — You may NOT use the material for commercial
purposes. Training a commercial ML product on this
corpus, selling access to it, or building paid
services around it requires separate written
permission from the copyright holders.
No additional — You may not apply legal terms or technological
restrictions measures that legally restrict others from doing
anything the license permits.
For commercial licensing inquiries contact: vjreddi@g.harvard.edu.
Full legal code: https://creativecommons.org/licenses/by-nc/4.0/legalcode
Human-readable: https://creativecommons.org/licenses/by-nc/4.0/
──────────────────────────────────────────────────────────────────────────
Scope note: this CC-BY-NC-4.0 license applies ONLY to the corpus content
(questions, taxonomy, chains, zones, release-policy, release artifacts)
under ``interviews/vault/``. The ``vault-cli`` Python package under
``interviews/vault-cli/`` is a separate artifact and is not covered by
this LICENSE file.
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