~/talk

How You Get Value as a 1-Person Posit Connect Team

Talkat posit::conf(2023) · 2023-09-17..09-20· [machine-learning, data-engineering]
links:none on file
slides:none on file

Sole developer at a 45‑person VC firm proves a 30‑day trial scales: installs Posit Connect on a Google Cloud VM, builds automated pipelines that run every two hours, exposes ML models as FastAPI endpoints, and serves Shiny and Streamlit apps with per‑team access control. Uses blastula to send conditional alerts that catch a third‑party vendor leaking tracked emails, wins COO approval, keeps a backup VM image after a failed Linux update, and moves from one‑off reports to reliable, production deployments.

AI-written summary · about

  1. 0:00Posit Connect journey
  2. 1:54Posit Connect solves sharing friction
  3. 2:57About the speaker and their firm
  4. 3:40Three-step process
  5. 4:21Trial phase and proof of concept
  6. 5:05Finding executive sponsor
  7. 6:08Value with programmatic emails
  8. 7:34Solo developer challenges
  9. 8:56Cloud platform choice
  10. 9:58Posit Connect at work
  11. 11:26Troubleshooting tips
  12. 12:30Lessons learned
  13. 13:11Key takeaways
  14. 13:54Q&A
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