~/talk

We can automate that!

Talkat DevConf.US 2025 · 2025-09-19..09-20· [developer-experience, web-platform]
linkedin:zackzlotnik
slides:none on file

Shows a concrete workaround: an internal ticket feed without an API is reconciled to Google Calendar by a Python scraper that parses predictable messages with web scraping and regex to keep events current. Covers when tactical scripts evolve into strategic systems — adding a service account and audit trail, tests, packaging, monitoring — and warns about brittle fixes, race conditions from rushed scaling, and non‑deterministic AI helpers, with practical steps to start small, share code, and harden successful automations.

AI-written summary · about

  1. 0:00Introduction
  2. 1:01What automation means
  3. 3:50Automation types and roles
  4. 6:38Real-world example 10 years ago
  5. 8:45Tactical to strategic automation
  6. 11:35Automation failure lessons
  7. 13:47Practical automation advice
  8. 14:58Q&A
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