DataFunSummit

Jul 2, 2026 · Big Data

How Litefuse’s New Single‑Process Mode Lets an Agent Observability Platform Run in 25 seconds

Litefuse open‑sources a single‑process, sub‑400 MB binary that deploys an Agent observability and evaluation platform in about 25 seconds, explains why Docker‑free deployment matters, and details how Apache Doris’s inverted index, VARIANT JSON type, and compute‑storage separation address the massive, long‑text, semi‑structured traces that differentiate Agent monitoring from traditional observability.