Blog
Engineering notes
What we're building, what we've learned, and where the platform is going — written by the people building it.
2026-09-07 · Case study
Label-free, explainable anomaly detection on ESA's benchmark
Two spacecraft, 1.39 billion samples, ESA's own scoring code: the results, the mistakes, and why a human signature matters.
Read the case study →2026-08-11 · Status
Where Steriod stands — and where it's going
A candid tour of the platform in August 2026: document intelligence, trend analytics, the agent runtime, and what's next on each track.
Read the post →