Uploaded December 2024 | Updated September 2026, 36 minutes ago
(Nicky Ringland) How many dependencies does your software project have? How much confidence do you have in them? We sometimes say in open source there is safety in ‘eyes on the code’, but with supply chain attacks on the rise, who is really watching?
Most software is built with hundreds if not thousands of direct and transitive dependencies, and those dependencies change every day. Our analysis shows that up to 20% of PyPI packages change their dependency graphs multiple times per week. Ensuring that each one of these dependencies is trustworthy is a daunting task.
In this talk, we will share some stats and stories from building deps.dev. We will look at what it means for a project to be healthy, dig into the complexities of dependency resolution algorithms, and recommend tools that can make practical dependency management possible if not easy.
pretalx.com/pycon-au-2024/talk/P7UKEN
python, pycon, australia, programming, conference, technical, developers, panel, sessions, libraries, frameworks, community, sysadmins, students, education, data, science
Videos licensed as CC-BY-NC-SA 4.0
PyCon AU is the national conference for the Python programming community, bringing together professional, student and enthusiast developers, sysadmins and operations folk, students, educators, scientists, statisticians, and many others besides, all with a love for working with Python.
Licensed as CC BY-NC-SA - creativecommons.org/licenses/by-nc-sa/4.0
Produced by Next Day Video Australia: https://nextdayvideo.com.au
Sun Nov 24 11:15:00 2024 at Door 12 / Goldfields Theatre
(Nicky Ringland) How many dependencies does your software project have? How much confidence do you have in them? We sometimes say in open source there is safety in ‘eyes on the code’, but with supply chain attacks on the rise, who is really watching?
Most software is built with hundreds if not thousands of direct and transitive dependencies, and those dependencies change every day. Our analysis shows that up to 20% of PyPI packages change their dependency graphs multiple times per week. Ensuring that each one of these dependencies is trustworthy is a daunting task.
In this talk, we will share some stats and stories from building deps.dev. We will look at what it means for a project to be healthy, dig into the complexities of dependency resolution algorithms, and recommend tools that can make practical dependency management possible if not easy.
pretalx.com/pycon-au-2024/talk/P7UKEN
python, pycon, australia, programming, conference, technical, developers, panel, sessions, libraries, frameworks, community, sysadmins, students, education, data, science
Videos licensed as CC-BY-NC-SA 4.0
PyCon AU is the national conference for the Python programming community, bringing together professional, student and enthusiast developers, sysadmins and operations folk, students, educators, scientists, statisticians, and many others besides, all with a love for working with Python.
Licensed as CC BY-NC-SA - creativecommons.org/licenses/by-nc-sa/4.0
Produced by Next Day Video Australia: https://nextdayvideo.com.au
Sun Nov 24 11:15:00 2024 at Door 12 / Goldfields Theatre










![Vibe-Check Your Vibe Code: Surviving the Era of Agentic Open Source Dependencies
(Nicky Ringland, Ash) In the good ol days, we worried about individual maintainers becoming overburdened, or ripple effects from surprise deletions in dependency graphs. Now, with the power of AI, we get to worry about these things on a much bigger scale: on repeat, across entire ecosystems!
As AI agents outpace humans in code output, we’re entering a delightful time where vibe-coded pull requests are checked in because they look right, even if they’ve silently re-introduced classes of security vulnerabilities we thought wed eliminated.
In this talk, we’ll look at some delicious data from [suggested redaction during CFP review of the dataset] to see just how big the problem is (so far). We’ll explore AI slopsquatting, DDOSing maintainers through vulnerability reports (valid or superfluous), and whether living at HEAD (with its security risks) might be our best security strategy.
We’ll also talk: private forks, dynamic cooldowns, and whether or not that one legend in Nebraska has already left the chat. Come for the existential dread; stay for the practical tips on not letting your dependency graph become (more of) a dumpster fire.
https://2026.pycon.org.au/schedule/RQR97D/
python, pycon, australia, programming, conference, technical, developers, panel, sessions, libraries, frameworks, community, sysadmins, students, education, data, science
Videos licensed as CC-BY-NC-SA 4.0
PyCon AU is the national conference for the Python programming community, bringing together professional, student and enthusiast developers, sysadmins and operations folk, students, educators, scientists, statisticians, and many others besides, all with a love for working with Python.
Licensed as CC BY-NC-SA - http://creativecommons.org/licenses/by-nc-sa/4.0/
Produced by Next Day Video Australia: https://nextdayvideo.com.au
Fri Aug 28 13:30:00 2026 AEST (UTC+10) at Ballroom 2 Vibe-Check Your Vibe Code: Surviving the Era of Agentic Open Source Dependencies](https://i.ytimg.com/vi/C9F6AnmQ2dk/mqdefault.jpg)