Engineering
Featured · May 2026
Why we rebuilt our query engine around a single live graph
For two years we shipped answers from nightly snapshots. They were fast, wrong by morning, and quietly eroding trust. Here's how we moved to one continuously-updated graph.
Marcus HaleStaff Engineer · 9 min read
EngineeringWhy we rebuilt our query engine around a single live graph
The cost of "good enough" data, and what it took to make live queries feel instant.
Marcus Hale · May 2026
ProductIntroducing Live Graph: query your entire stack in real time
One continuously-updated, permission-aware model you can ask anything, with sources cited.
Priya Nair · Apr 2026
Customer storyHow Northwind cut reporting time by 70% with one question box
Six dashboards and a wall of spreadsheets, replaced by a single live view the whole team trusts.
Sofia Reyes · Mar 2026Get the next post in your inbox
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