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Future of the future: creating an AI product beyond hype

on YouTube 23m
Talkat DSC Europe 24 · 2024-11-18..11-22· [ai-assisted-development, devops-and-delivery]

speaker

name:Radovan Bacovic
links:none on file

resources

video:https://youtu.be/gtXAZOWkiZc
slides:none on file

summary

GitLab builds an AI assistant called GitLab Duo inside a tight timeline, dogfooding it across self-managed, dedicated and private-cloud installs to collect product telemetry into an enterprise data platform. Development follows an iterative approach, using DORA metrics to track deployment frequency, lead time, restore time and change failure rate, and a 5,000-company survey shows security ranks first and AI second. Common delivered features: code suggestions, explanations, change summaries and pipeline failure help; the product ships and is evaluated by measurable usage and cost signals.

AI-written summary · about

chapters (9)

  1. 0:00Introduction
  2. 3:18DevSecOps platform explained
  3. 7:48IT investment priorities 2024
  4. 10:35Real-world AI use cases
  5. 13:28What devs want from AI tools
  6. 15:55Iterative AI product success
  7. 18:03Success with DORA metrics
  8. 19:47Key takeaways
  9. 21:33Q&A

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