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1. Commits on Oct 19, 2026

   • small structural fixes

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   • Code fixes

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2. Commits on Oct 18, 2026

   • minor code fixes

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   • Incremental updates and error fixes

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3. Commits on Sep 3, 2026

   • Add chapter 20: Capstone Project, completing phase A

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   • Add chapter 19: Writing Reliable Code

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   • Add chapter 18: Web Scraping

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   • Add chapter 17: Working with APIs

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   • Fix verify_outputs.py --all, which aborted on the first raising cell

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   • Add chapter 16: Regular Expressions

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   • Add chapter 15: The Standard Library Toolkit

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   • Add chapter 14: Context Managers

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   • Strip execution timestamps and stabilise cell ids

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   • Add chapter 13: Closures and Decorators

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   • Add chapter 12: Iterators and Generators

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   • Add tools/ for authoring new course material

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