Evidence and attribution
Source policy
We distinguish durable operating principles from facts that can change and require current verification.
Primary sources first
For laws, regulations, official programs, and platform capabilities, we prefer the responsible authority or original documentation.
Editorial interpretation
When we interpret patterns or offer a framework, we label it as editorial guidance rather than objective fact.
Time-sensitive information
Prices, product capabilities, funding conditions, and legal requirements should include a review date or be omitted until verified.
No invented proof
We do not fabricate statistics, partnerships, testimonials, customer counts, or outcomes to make a page feel complete.