This site focuses on practical, original content about free, open-source, and self-hosted AI tools.
Editorial principles
- Prefer original analysis, testing, and synthesis
- Prefer official documentation and primary sources when possible
- Avoid fabricated benchmarks, fake case studies, or invented citations
- Avoid publishing private or unauthorized material
Affiliate links and commercial relationships
Some articles contain affiliate links, always disclosed at the top of the article. If you sign up for a service through one of these links, we may earn a commission at no additional cost to you. Commissions never determine what we cover or how we rank tools: recommendations are chosen first, and affiliate programs are attached second, only where they exist for tools we would already recommend. Articles that contain affiliate links carry a clear disclosure. See how this site sustains itself for the full picture.
AI assistance
AI tools may be used to help draft, structure, or edit content. They should not be treated as final authorities.
Corrections
If a factual error is reported and confirmed, we should correct it within the article and record a modification date when appropriate, retaining the original publication date.
Evidence and limitations
An article is not a claim of hands-on testing unless it documents the environment, versions, method, and observations. We do not invent benchmark figures or testimonials. Command examples are starting points and may require changes for current versions, operating systems, and threat models. Numerical rankings and prices need dated primary-source evidence.
Self-hostable, source-available, and open source are different descriptions. Check software, model-weight, and data licenses separately, especially for commercial use.