Editorial policy

Independence

Coverage is selected for practitioner value. Advertising, pay-for-placement, and vendor approval of conclusions are not accepted.

Commercial relationships that could reasonably affect a reader’s judgment will be disclosed with the work.

Sources and attribution

Primary documentation, standards, reproducible tests, and attributable expert evidence are preferred. Anonymous sourcing requires a clear public-interest reason and independent corroboration.

Demonstration material

Fictional scenarios, synthetic datasets, mock interfaces, and illustrative figures are labeled in direct proximity to the material. They are never described as measured findings.

Review and correction

Technical work is checked against its evidence before publication. Meaningful factual, analytical, or presentation errors are corrected in place and recorded on the corrections page.