Notes from the frontier.

Thoughts, deep dives, and product updates from the LVNG team.

The Anatomy of a Digital Twin

How we clone communication styles, implicit knowledge, and decision frameworks into an autonomous worker node.

Chat interfaces are great for Q&A, but terrible for actual workflow. Here is how we designed a deterministic multi-agent orchestrator.

A deep dive into the engineering challenges of keeping an organizations semantic graph totally synced in real-time.