An always-on newsroom agent whose memory, analytics and flight recorder all live in one schemaless database.
Watch. Every hour the full GH Archive firehose lands in RawTree via server-side URL ingest, raw JSON with no schema. A week of it is 14.4M events (2.15 GB).Detect. RawTree SQL ranks candidates across the firehose, then each candidate's own event feed is logged to measure exact star velocity. A breakout opens a story.Remember. Before anything else, the desk asks RawTree what it already reported about this repo, so follow-ups say what changed instead of repeating themselves.Triage. A Liquid LFM2.5 model on the laptop labels the repo before any paid call.Research. A Nimble Web Search Agent finds out why it is trending and returns cited, confidence-graded claims.Broadcast. An OpenAI-compatible LLM writes a 12-second script, FLUX 3 renders the anchor reading it, and the control room airs it with the sources as on-screen captions.Every step is written to RawTree as an event. The same log drives the live control room, lets a restarted worker pick up unfinished stories, and is what judges can query through Ask the desk, an agent that combines Nimble's web tools with RawTree SQL.
