Mutable facts
Prices, product limits, policies, market data, incidents, and other changing facts should cite a primary source and state the date checked and relevant region, plan, currency, or version.
Editorial governance
We aim to make it clear what is an externally sourced fact, a first-party observation, an estimate, an opinion, or a commercial term. A page is not evidence for its own claims, and a hyperlink alone is not a completed fact-check.
Effective: 20 July 2026 · Last reviewed: 23 July 2026
Prices, product limits, policies, market data, incidents, and other changing facts should cite a primary source and state the date checked and relevant region, plan, currency, or version.
A case-study metric should identify the subject, period, measurement source, baseline, method, material limitations, and permission to publish. Results are not presented as typical or guaranteed.
Forecasts, example budgets, and calculators are labeled as estimates, disclose important assumptions, and are not represented as quotes or promised outcomes.
Lab tests are distinguished from field data. Search rankings, indexing, traffic, AI citations, PageSpeed scores under all conditions, conversions, and revenue are not guaranteed.
Named-company comparisons should disclose selection criteria, sources, checked-on dates, material differences in scope, and PandaCodeGen's commercial interest.
Material errors are corrected in the page and its metadata. A correction note should be added when the change affects the conclusion or a reader's commercial decision.
High-volatility pages, including price trackers, product changes, incidents, legal or privacy topics, and current-year comparisons, require a primary-source check before publication and a scheduled recheck. Evergreen technical guidance is reviewed when a relevant platform, standard, or source changes. A visible date does not prove that every fact on a page is current.
The July 2026 release review covered every current blog route and its shared search-card and FAQ data. Universal ranking, revenue, performance, hosting, cutover, ownership, refund, and AI-citation promises were removed or bounded, and a repository release gate now checks those prohibited patterns. Mutable vendor, product, price, incident, market, security, and legal facts still require a dated primary-source check whenever an article is materially updated. Readers should never treat an example as a PandaCodeGen quote, guarantee, or prediction for their project.
Send the page URL, disputed statement, and supporting primary source to info@pandacodegen.com. We review corrections on their evidence, regardless of whether the sender is a customer, competitor, vendor, or reader.