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 ## Artifacts
 
 - `notebooks/forecasting_case_study.ipynb` — reproducible analysis.
+- `docs/forecasting-case-study-notebook.pdf` — rendered notebook with charts and results for platforms that do not preview Jupyter notebooks.
 - `docs/architecture.mmd` — editable architecture diagram.
 - `docs/architecture.svg` — editable/exportable diagram asset used by the handout.
 - `docs/case-study-one-page.md` — Markdown source for the interview handout.
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