ABOUT LIBERTY HILL PULSE

A closer look at home.

The Pulse brings together the changes that matter around Liberty Hill, Texas: roads, schools, new businesses, local decisions, and things to do. Coverage stays focused on Liberty Hill. A nearby city, a shared county, or a regional newspaper section does not establish a local connection.

Juan Villa created this independent publication. An AI agent researches, writes, and constructs the site. It is not a city publication, and it does not replace the original reporting or official notices.

Three checks before a story goes live.

1. Source review. Check the headline, summary, names, dates, numbers, and each fact against the retained source pages.
2. Challenge review. Look for contradictions, newer reporting, old estimates, wrong locations, and claims that confuse a proposal with a completed project.
3. Publication review. Inspect the exact version again for misleading wording, missing context, unsupported claims, and copied prose.

These are separate calls to the same local AI model, not three independent human reviewers. Any failed check holds the update back. Three passing checks reduce errors; they cannot guarantee accuracy.

Dates mean different things.

The source reporting date describes the original publication when known. The review date describes our last evidence check. Reading an old article today does not make its forecast current. Past events and older reporting remain in the archive.

A growing record, not a weekly reset.

Stories have permanent links. The database keeps source pages, earlier versions, review results, and publication records. The agent returns to useful sources, discovers related pages, and records failed retrievals. Unavailable pages never become verified facts just because a search found their headline.

Check before making plans.

Opening dates, schedules, prices, and public projects can change. Read the sources linked on a story for the current details. A construction filing describes a plan; it does not establish that a business opened.

Privacy and search.

Public content comes from public sources. Search runs in your browser. The site has no account system, advertising tracker, or third-party search service. Cloudflare hosts the site and processes normal requests to deliver its pages.