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 ULBEJ
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SUMMARY:Beyond Commits & Code: Turning AI Use Cases into Measurable Impact
  - Liz Savage
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UID:pretalx-devopsdays-portland-2026-TULBEJ@talks.devopsdays.org
DESCRIPTION:Our analytics team wanted to show how we're adopting AI tools\
 , but faced a measurement problem: standard AI metrics focus on lines of c
 ode deployed to production which is not as meaningful for SQL pipelines an
 d data work. We built a custom AI toolkit using IBM Bob and GitHub\, and m
 ore importantly\, created a tracking system that measured what actually ma
 tters for analytics teams. Six months later: 40-60% time savings\, 50+ doc
 umented use cases\, and a framework for measuring AI impact beyond code ge
 neration with the added bonus of sharing knowledge across the team as we a
 ll ramp and iterate our AI tool skills in real time.
LOCATION:Ballroom
URL:https://talks.devopsdays.org/devopsdays-portland-2026/talk/TULBEJ/
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