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// case study

A website that updates itself.

A teardown of a client site that has published its own content every day since launch, with nobody touching it.

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Each morning, software writes a short seasonal note from that morning's actual weather. The whole system was built in about a week.

The architecture

A page engine

300+ URLs are generated at deploy time from four data files covering towns, services, problems and species. Service hubs, town hubs, cost guides and a care-guide library all cross-link, and each page carries structured data that search engines read.
Adding a town is one line in a data file.

The morning note

A scheduled job reads live weather for the service area and hands it to Claude with a locked voice and hard rules. The note it writes publishes on its own.
The build weaves past notes into the guide library, so nothing is orphaned. No person has touched it since launch.

Self-refreshing trust

Reviews re-sync monthly from the business's public listing, and search stats refresh daily.
The parts of a site that usually go stale run on schedules.

Owner controls

A small admin page covers what the owner actually changes, like photos, the phone number and service flags. Everything else maintains itself.
No WordPress and no plugins to update.

What it costs to run

hostingEffectively $0
model APISingle-digit $/mo
owner's timeNone
Static hosting is effectively free, and the daily note is short enough that the model bill stays in single digits. The owner spends no time on it. That is the point, and it is why a maintenance retainer for a static brochure site should make you suspicious.

The lessons that transfer

Generate pages from data

Adding a town or a service becomes a one-line change.

Put the voice in the system

Voice rules and forbidden-phrase lists live in the system prompt, so every generated note sounds the same.

Put reminders on a timer

Anything that depends on someone remembering to update it runs on a schedule.

Common questions

Yes. Generated pages from structured data, scheduled AI-written content with a locked voice, and timed re-syncs of reviews and stats produce a site that stays current with no human in the loop. The example in this case study has run unattended since launch.
Near-zero hosting on static infrastructure and single-digit dollars a month in AI usage for daily content. The build is the investment; the running cost is trivial.