Our Editorial Process

Initial content drafts may be generated with AI assistance. AI helps structure articles, format formulas, and organize engineering knowledge — but never publishes directly.

Every formula is checked against established engineering references. Calculators are tested with known inputs and verified against textbook examples and industry standard results.

Content is reviewed by engineers with domain expertise. Reviewers verify engineering logic, identify edge cases, check unit consistency, and ensure practical accuracy.

Nothing is published without explicit human approval. Every article and calculator is reviewed by a human editor before going live.

Content is periodically re-reviewed. Errors reported by users are investigated and corrected. Standards and references are updated as new editions are released.