~/talk

Keynote: Who are we Now?

Talkat RubyConf 2026 · 2026-07-14..07-16· [ai-assisted-development]
slides:none on file

Developers lose intimate ownership of code when agents write it but regain confidence by turning authorship into testable artifacts: unit and Playwright tests, CI checks, observability spans, property tests and even formal verification plus evals/metrics for nondeterministic LLM behavior. Agents excel at “think and try,” so humans own specification, tradeoffs and the middle loop that improves agent context, skills and audits. Legacy work becomes engineering to make code agent-friendly. The shift creates new toil called vigilance toil and rewards teamwork, in‑person alignment and political engagement.

AI-written summary · about

  1. 0:00Introduction
  2. 1:49Vico’s philosophy of verum factum
  3. 5:20Symmathesy and living code
  4. 10:20Agents disrupting developer identity
  5. 13:52Verifactum vs AI verification
  6. 17:27Vigilance toil and automation
  7. 21:00Teaching agents with feedback
  8. 24:54Managing AI teams
  9. 27:43Shift from coding to AI learning
  10. 31:55Accelerating change and human connection
  11. 35:25Vico’s cycles and AI acceleration
  12. 40:23Pope’s call to remain human
  13. 44:45Community and work relationships
  14. 49:00AI responsibility and collective action
  15. 52:34AI governance and future
  16. 55:00Q&A
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