Research standards

How TECHMUNDI turns technical information into useful guidance.

TECHMUNDI publishes research-based technology guides. Our goal is not to produce the largest possible number of pages. It is to answer a specific reader question with enough evidence, context and judgment to make the page worth using.

We start with a decision, not a keyword

Every public guide should answer a concrete question: what to choose, what to verify, what changes a workflow or what tradeoff matters. We avoid publishing multiple indexable pages when they would answer essentially the same question.

Primary sources come first

When a claim depends on a standard, platform rule, system requirement, security recommendation or vendor data policy, we prefer the organization responsible for that information. Typical sources include standards bodies, government guidance, official product documentation and first-party technical resources.

Research is not the same as hands-on testing

TECHMUNDI does not describe documentation review, specification comparison or desk research as first-hand product testing. If we have not physically tested a product, we say so through the research disclosure attached to the guide. When hands-on testing is performed in the future, the article should explain what was tested and under what conditions.

Recommendations must expose the decision rule

A conclusion such as “buy X” is less useful without the conditions behind it. Public guides therefore include a decision framework that identifies different scenarios, the recommendation for each scenario and the reason the recommendation changes.

AI can assist production, but it is not a source

Software and AI tools may assist with research organization, drafting, editing or production. Generated text is not treated as evidence. Claims that materially affect a recommendation should be checked against reliable sources, and TECHMUNDI remains responsible for the published result.

We reduce or retire weak coverage

Publishing more pages is not an editorial objective. When multiple articles overlap too heavily, lack sufficient differentiation or no longer meet our quality standard, they can be rewritten, consolidated or removed from the public library until they provide a clearer reason to exist.

Updates mean review

A reviewed date is intended to represent a real editorial pass over the decision framework and the sources supporting it. We do not change dates simply to make old content look fresh.

Corrections

Material factual errors are corrected under our Corrections Policy. Our broader standards for independence, commercial relationships and AI-assisted production are described in the Editorial Policy.