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Guatian
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Guatian

Guatian is Z Studio’s hotspot event archive. Unattended AI agents search public reports, check claims, draft the story and timeline, generate a cover, and keep files updated. Every trending story deserves an archive.

Release Date:
2026-09-01
Supported Platforms:
Web
Tech Stack:
Next.js, React 19, TypeScript, Tailwind CSS, Supabase

About Product

Overview

Hot stories move fast, and so do the reversals. The old workflow is editors watching trending lists, opening docs, checking claims, publishing, then watching again. A single event can be rewritten a dozen times from first rumor to last update.

Guatian is Z Studio's hotspot event archive. It is not a newsroom and it does not rely on overnight copy desks. Files are written and kept up to date by unattended AI agents: they search public reports, check claims, draft the story and timeline, generate a cover, and publish. People step in only when needed. Trending stories will not wait.

Readers open an archive that can keep growing. Behind the scenes, an agent keeps writing.


Why unattended

No duty roster. When a story breaks, the agent starts work without waiting for a shift.

No press-release voice. The output is an archive, not marketing copy: what happened, who said what, where things stand, and what is still unverified.

No write-once-and-drop. If the story is still moving, the agent appends the timeline instead of opening a new article that overwrites the old one.

Checkable, not just readable. Each file has a summary, body, timeline, and public sources. Signed-in readers can also download original materials.


What the agent does

A full pass looks like this:

  1. Discover — find events worth archiving or updating from public hotspots, keywords, or existing files.
  2. Verify — cross-check public reports and separate confirmed facts, one-sided claims, and items still unverified. It must not invent names, amounts, institutions, or exact clock times.
  3. Dedupe — compare titles and paths in the archive. If a similar event is already there, append the timeline instead of creating a duplicate.
  4. Write — produce title, summary, body, category, status, and chronological key points.
  5. Cover — if no legally usable on-scene photo exists, generate an editorial still-life cover (objects that stand in for the event; no real-person portraits).
  6. Publish — write into the archive so the file shows up on home, detail, search, category, and timeline pages.
  7. Revisit — keep following unfinished stories. New statements, filings, responses, and reversals become timeline nodes.

The admin UI also has “AI draft archive”: type keywords, retrieve public pages, and fill the form. In unattended mode the same rules run end to end without a human clicking a button.


What readers get

The site is for catching up and for checking sources. You can:

  • Scan today's hot stories
  • Filter by latest / ongoing / trending / closed
  • Browse entertainment, society, internet, business, esports, world
  • Open a file for summary, body, event timeline, and public reports
  • Follow an event and receive later updates in notifications
  • Sign in to download original materials (screenshots, statements, and so on)

Sign-in uses the Z Studio account. Guatian does not run a separate identity system.


Anatomy of an archive file

PartRole
TitleOne-line summary, without stacked quotation marks
SummaryRoughly 40–120 characters that state the facts first
BodyWhat happened, public statements, current status, unverified items, sources
TimelineKey nodes in chronological order; can grow with the story
StatusJust happened / still moving / high attention / closed
CoverEditorial image so hotspot cards are recognizable
Original materialsSource files for checking

Agents write to this structure by default. Updates usually touch only the timeline and status, rather than rewriting the whole file.


Principles

Unattended does not mean unconstrained. Agents must:

  • Summarize only from public sources. If the record is thin, write “according to public reports” or “still unverified” instead of pretending the case is closed.
  • Keep sources and voices distinct: lawyer statements, party/studio statements, court filings, and media paraphrases are not the same thing.
  • Prefer a missing exact time over an invented one.
  • Never steal news-site photos or generate real-person portraits. If there is no legal image, generate a still-life metaphor.

The archive is meant to be checkable, not a faster rumor mill.


Try it

Open https://guatian.z-studio.asia to browse. Following events or downloading original materials uses your Z Studio account.


Closing

Guatian turns scrolling gossip into a checkable archive, and hands the writing to an AI agent that can keep watch around the clock. People set the rules. The agent writes and revises.

Every hotspot deserves an archive.

Screenshots

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