BLOG
Langsat engineering insights
What we're building, what we've learned, and what's next in relational ML.
-
Apr 10, 2026 · 6 min read
Tabular vs relational ML: when each wins
A practical guide to choosing between single-table and relational approaches for ML on structured data.
#fundamentals#relational#tabular -
Apr 3, 2026 · 8 min read
Why GNNs matter for tabular data
Graph Neural Networks aren't just for social networks — they're transforming prediction tasks on structured business data.
#gnn#relational#deep-learning -
Mar 28, 2026 · 5 min read
From SQL to trained model in 10 minutes
Walkthrough: connect a Postgres database, define a prediction task, and deploy a real model — no code.
#tutorial#getting-started