~/talk

Hands-on learning in the age of AI: are developer workshops still relevant

Talkat PyCon AU 2026 · 2026-08-26..08-30· [ai-assisted-development]
slides:none on file

AI answers most technical questions in seconds, so the concrete claim is that hands‑on workshops teach what reading cannot: muscle memory and diagnosing broken systems. An open source training platform Educates hosts browser environments with clickable commands and verification checks, and is used to generate and run 22 workshops (author reports many working first time). Hosted labs let instructors seed broken setups; a vendor case shows about 1.5k workshop starts in 2.5 days.

AI-written summary · about

  1. 0:00Introduction
  2. 1:50AI for passive learning
  3. 3:56Value of hands-on practice
  4. 6:21Workshop failure fixes
  5. 9:57Designing teachable moments
  6. 11:40Hosted learning environments
  7. 13:29AI-assisted workshop creation
  8. 16:41Workshop adoption challenges
  9. 20:33What matters in AI age
  10. 21:17Q&A: Intentional vs accidental setups
  11. 22:44Q&A: AI’s educational limits
  12. 25:11Q&A: Making people care about workshops
  13. 26:56Q&A: Mandatory workshop attendance
  14. 27:17Q&A: Packaging workshop results
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