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PreprintCC BY 4.0Zenodo

Python Debugging: Try a 15-Minute Reproduce-Isolate-Verify Cycle First

Abstract

Python debugging: reproduce, isolate with breakpoints, verify with a minimal test; cap each 15-minute cycle and open full examples after two failures.

Independent technical note mirroring the canonical version: https://aitutorialmaker.com/blog/python-debugging-try-a-15-minute-reproduce-isolate-verify-cycle-first.php

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BibTeX
@misc{price2026python,
  title = {{Python Debugging: Try a 15-Minute Reproduce-Isolate-Verify Cycle First}},
  author = {Ethan Price},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23618313},
  url = {https://zenodo.org/records/23618313},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - Python Debugging: Try a 15-Minute Reproduce-Isolate-Verify Cycle First
AU  - Ethan Price
PY  - 2026
DA  - 2026/10/24
PB  - Zenodo
DO  - 10.5281/zenodo.23618313
UR  - https://zenodo.org/records/23618313
AB  - Python debugging: reproduce, isolate with breakpoints, verify with a minimal test; cap each 15-minute cycle and open full examples after two failures.  Independent technical note mirroring the canonical version: https://aitutorialmaker.com/blog/python-debugging-try-a-15-minute-reproduce-isolate-verify-cycle-first.php
ER  -