Behind the Commit

Mia Bajić

Meet the people shaping open-source across Europe and beyond! Have you ever wondered who the people are behind the open source technologies you use every day? Behind the Commit explores the stories and technologies shaping open source across Europe—from the tools being built to the challenges of maintaining them in a constantly evolving ecosystem. We speak with maintainers about what they're building, why it matters, and how open source is changing in the age of AI.

  1. Inside PyPI: Maria Ashna on Supporting Python's Package Index

    2d ago

    Inside PyPI: Maria Ashna on Supporting Python's Package Index

    In this episode, I'm chatting with Maria Ashna — PyPI support specialist at the Python Software Foundation and founder of Magic Lightbulb, a tech and product consulting firm. PyPI serves nearly a million developers and is the backbone of Python's entire package ecosystem — maintained by a team of just four people. Maria shares what her role actually looks like day to day, how she cleared a backlog that was delayed by over a year, what happens when a package maintainer passes away, and what's coming next for PyPI organizations. Outline 0:00 Episode highlights 0:45 Introduction to Maria Ashna 1:11 What does a PyPI support specialist actually do? 2:07 The history of PyPI — born in 2003, formerly "the cheese shop" 2:47 How many people work on PyPI? 3:27 Most common support issues: account recovery and 2FA 3:48 2FA is now 100% mandatory on PyPI 4:10 Clearing a 500+ ticket backlog delayed by over a year 6:14 What is PEP 541? 7:01 What happens when users don't respond? 8:07 The edge case nobody thinks about: users who have passed away 8:30 How to open a ticket with the PyPI team 10:43 PyPI Organizations: what are they and who are they for? 13:17 Is PyPI going commercial? (No) 15:01 Nearly 1 million users, team of 4 15:38 How do you actually pronounce PyPI? 16:13 Where to find Maria online Episode links – PyPI: https://pypi.org – PEP 541: https://peps.python.org/pep-0541/ – Maria on GitHub: https://github.com/despy-brain – Contact Maria: maria@python.org

    17 min
  2. Why Python is Slow: Antonio Cuni on SPy and Statically Compiled Python

    Apr 30

    Why Python is Slow: Antonio Cuni on SPy and Statically Compiled Python

    Antonio Cuni (principal engineer at Anaconda, author of SPy, developer of PyScript and PyPy, co-founder of the HPy project, and creator of PDB++, Fancy Completer, and VMProf) shares why Python is slow and how SPy, a new statically compiled variant of Python, aims to be as fast as C while staying as Pythonic as Python. We discuss the trade-off between dynamic features and performance, how SPy's "red and blue" code model replaces best-effort JIT with predictable errors, why PyPy struggles with C extensions, and what "Pythonic" really means. Outline 00:00 - Episode highlights and introduction 00:40 - Why is Python so slow? 01:31 - Would a static Python be fast? 02:13 - What is SPy? 02:28 - What motivated you to create SPy? (Spoiler: frustration) 03:52 - Which ideas from PyPy and HPy went into SPy? 06:36 - Biggest challenges of building SPy 07:49 - What does "Pythonic" actually mean? 10:39 - Current roadmap and the two-level language idea 12:24 - Walking through the SPy compilation pipeline 13:57 - Red-shifting and the blue/red AST nodes 14:40 - Why blue and red? (No, it's not from The Matrix) 15:52 - PyPy vs SPy: when to use which 19:34 - C extensions and the C API problem 20:04 - How to actually make your Python code faster 23:34 - Memory management and garbage collection in SPy 24:44 - When will SPy be production-ready? 25:44 - How to contribute to SPy 26:26 - Where does the name "SPy" come from? Note: the episode was recorded in July 2025 and some features, such as list type, garbage collector, and documentation, have been implemented in the meantime. In the section below you can find the links to those features. Episode links – SPy on GitHub: https://github.com/spylang/spy – PyPy: https://pypy.org/ – HPy project: https://hpyproject.org/ – PyScript: https://pyscript.net/ – Anaconda: https://www.anaconda.com/ – decorators in SPy: https://github.com/spylang/spy/pull/225 – SPy roadmap: https://github.com/spylang/spy/blob/main/ROADMAP.md – list type in SPy: https://github.com/spylang/spy/blob/main/stdlib/_list.spy – garbage collector in SPy: https://github.com/spylang/spy/pull/390 – SPy documentation: https://spylang.github.io/docs/dev/ – series of blog posts on SPy: https://antocuni.eu/2025/10/29/inside-spy-part-1-motivations-and-goals/

    27 min
  3. Maintaining 80 OSS Projects: Anthony Sottile on pre-commit and Developer Tooling

    Mar 30

    Maintaining 80 OSS Projects: Anthony Sottile on pre-commit and Developer Tooling

    In this episode, I'm chatting with Anthony Sottile — creator of pre-commit, primary maintainer of flake8, core contributor to pytest, and maintainer of around 80 open source projects across the Python ecosystem. He's also a GitHub Star and a popular live coding streamer on Twitch under the name "anthonywritescode". We dig into how he actually manages all of it, the origin story of pre-commit, the psychological side of open source maintenance, and how to get started contributing. Outline 00:00 Episode highlights & Intro 0:59 The all-repos tool — distributed refactoring across repos 2:04 Where the idea came from (Yelp's microservices explosion) 2:42 Tools for managing multiple repositories 3:34 How pre-commit got started (a college group project) 4:15 Rewriting pre-commit for Yelp in 2018 4:46 Hardest technical challenge: supporting 13 programming languages 6:07 Surprising bugs found in NPM and Git 7:05 GitHub Stars and open source funding 8:10 How Sentry approaches funding open source 8:43 The psychological challenges of open source maintenance 10:06 What would you tell your past self? 11:32 How to start contributing to open source 13:05 Why Anthony started streaming on Twitch 13:52 What motivates him to keep streaming 14:58 Has community interaction changed how you design code? 15:48 Where to find Anthony online Episode links – pre-commit: https://pre-commit.com – all-repos: https://github.com/asottile/all-repos – Anthony's YouTube: https://www.youtube.com/@anthonywritescode – Anthony's Twitch: https://www.twitch.tv/anthonywritescode

    16 min
  4. AI-Written Code: Armin Ronacher on AI Agents and the Future of Programming

    Feb 13

    AI-Written Code: Armin Ronacher on AI Agents and the Future of Programming

    Armin Ronacher (creator of Flask, previously Sentry’s VP of Platform, and currently founder of a startup Earendil) shares his experience building a startup where 90% of the code is AI-generated. We discuss which programming languages work best with AI agents, why Python's ecosystem makes life harder for AI, and what skills programmers need to stay relevant in the age of AI. Outline 00:00 Episode highlights and introduction 0:43 - How much code do you write yourself vs AI agents? 2:03 - What kind of problems are suitable for AI and what do you solve yourself? 4:02 - Why do AI agents work better with certain languages like Go vs Python? 7:15 - How to steer AI agents in certain directions? 12:01 - What patterns can AI agents handle well? 15:28 - When starting a new project, what language do you use now? 16:27 - Do you monitor agents and what safeguards do you have? 18:48 - How do you handle parallelization with multiple agents? 19:34 - How should we handle licenses for AI-generated open source libraries? 24:07 - What is the future of programming jobs? 26:31 - What skills should programmers learn to stay competitive? 31:05 - Tips on how to get started with AI agents? 33:44 - How to stay up to date with all the recent changes? 36:16 - Where can people find you online? Episode links – Claude Code: https://claude.ai/ – UV (Python package manager): https://github.com/astral-sh/uv – Simon Willison's blog: https://simonwillison.net/ – Armin's blog: https://lucumr.pocoo.org/

    37 min

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Meet the people shaping open-source across Europe and beyond! Have you ever wondered who the people are behind the open source technologies you use every day? Behind the Commit explores the stories and technologies shaping open source across Europe—from the tools being built to the challenges of maintaining them in a constantly evolving ecosystem. We speak with maintainers about what they're building, why it matters, and how open source is changing in the age of AI.

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