Engineering

Reverse-engineering Claude's CLI with Kimi K3 and Ghidra

Fable would never. Kimi K3 breezed through it.

Docket: turning a Supreme Court opinion into a legal-AI app

The Supreme Court’s birthright-citizenship ruling runs 194 pages: a majority, two concurrences, and three dissents. We turned it into Docket, an open-source legal-research app, to show what you can build on bem. The full opinion, an interactive knowledge graph, and an agent that answers with citations while reading only what it needs.

Launching Data Join: Many Documents, One Record

The first n-way matcher for unstructured documents. Match many files into one record, with full lineage on every field.

Launching Bounding Boxes: Show Your Users Exactly Where Their Data Came From

Every extracted field now includes the exact page coordinates of its source. Build provenance into your product with one flag.

How to Validate AI Document Extraction Accuracy in Production

Confidence scores, dual-model evaluation, and the correction loop that makes extraction reliable at scale

Why we built Private Link (and why you should use it)

Zero public exposure. Fully managed infrastructure. Why Private Link is the no-brainer architecture for enterprise AI.

Building AI That Doesn't Break in Production

bem is an event-driven, function-based AI platform. That's uncommon, but so is AI in critical production environments.

Streamlining Evalulations- LLM as a Judge