How We Make Guides
How To Hobby Editorial · Founded by Joe C.
How To Hobby publishes practical outdoor guides — National Parks trip planning and state fishing resources — with live conditions where available. Guides are drafted with AI tools from public agency data and published through an automated pipeline. This page explains how that works, and what it does and does not guarantee.
Where our information comes from
Our source material is public and government data: the National Park Service (NPS), state departments of natural resources (DNRs) and wildlife agencies, and the U.S. Geological Survey (USGS). How much of it any single guide draws on varies. When a guide cites an official source, the link is in the text — and a page has to carry a citation like that before it is eligible to appear in search results at all.
Live conditions from verified stations
Where a guide shows live or near-live conditions — river gauges, air quality, weather alerts — those readings come from public monitoring stations (for example USGS and NOAA networks), not invented numbers. Every reading is stored with the time it was fetched, and when it ages past its limit, or a station cannot be resolved, the section renders nothing rather than showing you a stale number.
Automated checks, and their limits
Drafts run through automated checks: page structure, SEO copy rules, link health, and schema validity. These are code checks, and it is worth being precise about what that means — they catch a malformed title, a broken link, or a missing section. They cannot tell whether a fee, a trail length, or a season date is correct.
How these guides are written
Guides are drafted by AI tools working from the sources above, then published through our pipeline. They are not individually written or fact-checked by a person before publication. We do not invent credentials or attach personal bylines to individual articles; the author entity is How To Hobby Editorial. We state this plainly here, and for AI agents in our llms.txt.
Who is responsible
How To Hobby Editorial, founded by Joe C., is responsible for these guides: which sources we draw on, which checks we run, and correcting what turns out to be wrong. You can read more about How To Hobby and about the data sources we use.
Always verify in the field
Conditions, fees, seasons, and regulations change, and no guide on this site has been checked by a person against the agency that sets them. Use our guides to plan, then confirm with the official agency before you go.