Evidence before assertion
Material product claims need current support. If the evidence is missing or conflicting, the claim is not upgraded by AI guesswork.
Trust is a product requirement, not a badge.
StackSane is designed to be useful without forcing an account, hiding commercial incentives or pretending uncertain evidence is settled.
Commission-independent fit
Affiliate compensation is kept outside recommendation order and product-fit scoring.
Data-light by default
Core public decision tools do not require an account or email. Browser-only tools keep their inputs in the browser.
Safe failure
When a dependency or evidence source fails, the affected feature is withheld or degraded instead of silently substituting an unsupported answer.
How to inspect our work
Comparison and catalog pages link to official evidence where source policy permits. Our methodology explains the decision process, and our affiliate disclosure explains how commercial relationships are separated from fit.