MLOps Incubation Engineering - 20230206 Update

Recording

What Was Done

Model Experiment Tracking

• Implemented Usage Metrics: The value proposition of this feature is harder to measure in quantitative terms, we will rely on qualitative metrics early on.
• Working on UX Review feedback:
  • Experiment list improvement points
  • Candidates list improvement points

Incubation Foundations: Invested time into Incubation components

Incubation Engineers face similar challenges when creating new areas, so we took a bit of time to extract a few common patterns and develop some foundations to speed up bootstrapping. Making it easier to deploy new pages reduce time to decision.

MRs:

• Bootstrapping new pages
• Pagination
• Alert

Showcase

We recorded a showcase as a snapshot of the state of Model Experiment Tracking as of January 2023

Up Next

• Wrap up UX review before enabling the feature flag for general availability

• Get the closed test rolling. My goal is to recruit 3 of interest customers to test Ml Experiment Tracking, and act on their feedback as fast as possible.