Methodology

Last updated: 2026-04-26

How we produce content at StackedHealth: six steps combining automated monitoring, human reading, and editorial review before publishing.

1. 1. Source monitoring

   We track 25+ health, longevity, and biohacking sources in real time — from primary literature to recognized clinical voices.

2. 2. Extraction and normalization

   When a source publishes something relevant, we extract the main content and normalize it along with its metadata (author, date, DOI when applicable, study type).

3. 3. AI-assisted rewriting

   We use language models to produce a draft in Spanish and English that respects the source's claims. The AI is explicitly instructed not to invent doses, not to fabricate protocols, and not to extrapolate beyond what the source says.

4. 4. Automated validation

   Before publishing, each draft passes validations: presence of a verifiable original source, minimum length, coherence between ES/EN versions, absence of unsupported clinical claims.

5. 5. Gradual publishing and review

   Articles are published in stages with human editorial review of the headline, the standfirst, and source attribution. If something fails review, it doesn't ship.

6. 6. Distribution

   We publish on the site, in the news sitemap, in RSS, and on social channels. Every piece links to the original source and specifies whether it is a summary, an analysis, or news.