What the machine does, continuously

01

Ingest

Five sources — news articles, YouTube (with transcripts), X, Reddit, and Hacker News — fetched on independent schedules and deduplicated into one corpus. Thousands of items and counting.

02

Understand

An LLM clusters coverage into named narratives, classifies every timeline milestone by actor, place, storyline, and significance, and tracks claims from promise to delivery.

03

Publish

The site rebuilds itself on schedule — the 13-view timeline, narrative pages, video topics, and a daily digest — with a post-deploy health check gating every release.

04

Self-operate

Every AI call is cost-metered to a ledger; API failures alert with state-transition precision; the pipeline even proposes new sources for human approval. Total run cost: about a dollar a day.

Want one of these for your business?

Quarksoft builds autonomous trackers like this one for companies — competitive intelligence, regulatory monitoring, industry news, project tracking. Your topic, your sources, your brand, running 24/7 and paying pennies per day in AI costs.

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TerafabInfo is an independent showcase project. Not affiliated with Tesla, SpaceX, or xAI.