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  1. Feel the rainbow (at the PSF booth) and come say hi, circa 5pm!

  2. Feel the rainbow (at the PSF booth) and come say hi, circa 5pm!

    #PyConUS #PSF

  3. Want help navigating ? Check out Newcomers orientation for some tips! 4:30pm at the Pacific Ballroom. All are welcome!
    Bonus: you'll get access to the super awesome 2nd entrance to the reception! us.pycon.org/2026/events/newco

  4. Okay peeps, I haven't had lunch and will definitely be looking to get a bite after my ~3 PM check-in. Any recs near the conference center for something light or people in the same position who wanna do late lunch?

  5. Remember to use your scaffolding to keep students in that zone of proximal development, and *always* reflect! - Elizabeth Bacon @ the Education Summit

  6. Remember to use your scaffolding to keep students in that zone of proximal development, and *always* reflect! - Elizabeth Bacon @ the #pycon Education Summit

  7. When we design instruction, we must think about what kinds of cognitive processes we want students to engage in and what kinds of authentic tasks encourage that process.

    Motivate students with context, explain how the skill is really used, scaffold enough for students to complete a meaningful portion of the task, and then assess/reflect on it. - Elizabeth Bacon @ the Education Summit

  8. When we design instruction, we must think about what kinds of cognitive processes we want students to engage in and what kinds of authentic tasks encourage that process.

    Motivate students with context, explain how the skill is really used, scaffold enough for students to complete a meaningful portion of the task, and then assess/reflect on it. - Elizabeth Bacon @ the #pycon Education Summit

  9. Expectation: "Oh it's just 3 hours flight to PyCon, no big deal"
    Reality: Actually it's 8 hours 9 minutes 50 seconds door-to-door started at 5 AM 😵

  10. We still have many authentic skills and practices that students will be very much expected to use as future developers, including the decomposition, using documentation, and communication! - Elizabeth Bacon @ the Education Summit

  11. We still have many authentic skills and practices that students will be very much expected to use as future developers, including the decomposition, using documentation, and communication! - Elizabeth Bacon @ the #pycon Education Summit

  12. CS Students have always been able to copy from StackOverflow, so giving the right answer without understanding is not new. However, students are newly extra-tempted to offload cognitive work in ways that do not serve them well, and there are distractions with screens. - Elizabeth Bacon @ the Education Summit

  13. CS Students have always been able to copy from StackOverflow, so giving the right answer without understanding is not new. However, students are newly extra-tempted to offload cognitive work in ways that do not serve them well, and there are distractions with screens. - Elizabeth Bacon @ the #pycon Education Summit

  14. We ate lunch, I'm awake, and up next at the Education Summit is Elizabeth Bacon with a talk on Scaffolding CS Activities! 🎉

  15. We ate lunch, I'm awake, and up next at the #pycon Education Summit is Elizabeth Bacon with a talk on Scaffolding CS Activities! 🎉

  16. Other things to do as maintainers:

    - Do a threat model analysis on your own software -- "What isn't a vuln?"
    - Create a security policy; github will support a SECURITY.md
    - Having a CoC helps set standards for respecting maintainer time
    - .well-known/security.txt, look at securitytxt.org/
    - Handle vuln reporting, as internal tickets, to the best of your ability

    #PyConUS #PyCon

  17. So what can package maintainers do to help?

    Know who to call: [email protected] and [email protected]

    Look into Zizmor, then CodeQL, Semgrep, Fuzzer, LLM

    #PyConUS #PyCon

  18. So what can package maintainers do to help?

    Know who to call: [email protected] and [email protected]

    Look into Zizmor, then CodeQL, Semgrep, Fuzzer, LLM

    #PyConUS #PyCon

  19. So what can package maintainers do to help?

    Know who to call: [email protected] and [email protected]

    Look into Zizmor, then CodeQL, Semgrep, Fuzzer, LLM

    #PyConUS #PyCon

  20. So what can package maintainers do to help?

    Know who to call: [email protected] and [email protected]

    Look into Zizmor, then CodeQL, Semgrep, Fuzzer, LLM

    #PyConUS #PyCon

  21. So what can package maintainers do to help?

    Know who to call: [email protected] and [email protected]

    Look into Zizmor, then CodeQL, Semgrep, Fuzzer, LLM

    #PyConUS #PyCon

  22. Next Goal: Improving Python Ecosystem Vuln response capacity

    This means:
    - Threat model guide (@sethmlarson is sprinting on this!)
    - Scanning projects
    - Sec. Engineer time to respond more
    - Incident response that's more than just "when Seth and Mike are working"

    #PyConUS #PyCon

  23. Next Goal: Improving Python Ecosystem Vuln response capacity

    This means:
    - Threat model guide (@sethmlarson is sprinting on this!)
    - Scanning projects
    - Sec. Engineer time to respond more
    - Incident response that's more than just "when Seth and Mike are working"

    #PyConUS #PyCon

  24. Next Goal: Improving Python Ecosystem Vuln response capacity

    This means:
    - Threat model guide (@sethmlarson is sprinting on this!)
    - Scanning projects
    - Sec. Engineer time to respond more
    - Incident response that's more than just "when Seth and Mike are working"

    #PyConUS #PyCon

  25. Next Goal: Improving Python Ecosystem Vuln response capacity

    This means:
    - Threat model guide (@sethmlarson is sprinting on this!)
    - Scanning projects
    - Sec. Engineer time to respond more
    - Incident response that's more than just "when Seth and Mike are working"

    #PyConUS #PyCon

  26. Next Goal: Improving Python Ecosystem Vuln response capacity

    This means:
    - Threat model guide (@sethmlarson is sprinting on this!)
    - Scanning projects
    - Sec. Engineer time to respond more
    - Incident response that's more than just "when Seth and Mike are working"

    #PyConUS #PyCon

  27. How else are Watering Hole Attacks being mitigated?

    - Trusted Reporters / Auto-Quarantine
    - More Trusted Publishing providers
    - sudo mode and more scoped privileges
    - "Staged Releases"
    - "Secure Distributions" for CPython

    More Trusted Publishing Providers is desired! Warehouse is open source and PRs are welcome.

    #PyConUS #PyCon

  28. How else are Watering Hole Attacks being mitigated?

    - Trusted Reporters / Auto-Quarantine
    - More Trusted Publishing providers
    - sudo mode and more scoped privileges
    - "Staged Releases"
    - "Secure Distributions" for CPython

    More Trusted Publishing Providers is desired! Warehouse is open source and PRs are welcome.

    #PyConUS #PyCon

  29. How else are Watering Hole Attacks being mitigated?

    - Trusted Reporters / Auto-Quarantine
    - More Trusted Publishing providers
    - sudo mode and more scoped privileges
    - "Staged Releases"
    - "Secure Distributions" for CPython

    More Trusted Publishing Providers is desired! Warehouse is open source and PRs are welcome.

    #PyConUS #PyCon