Sourcing standard
Every number, date, error string and capability claim must be traceable before it can be published.
A page ships only when each factual claim in it can be traced to a source listed at the bottom of that page, and the grade of that source is visible from the wording. The full hierarchy is set out in the research methodology. Claims that cannot clear that bar are cut rather than softened into vagueness.
Comparison pages carry an extra obligation: a competitor's weakness is only stated when it can be sourced to that competitor's own documentation or to a specific public report, and a competitor's advantage is stated even when it is inconvenient.
Corrections
Errors are fixed quickly and visibly rather than quietly, because a silent edit destroys the record.
Send corrections to hello@muse-code.app with the page and, where possible, a source. Factual errors are corrected as soon as they are confirmed. A correction that changes the meaning of a page is noted on that page, and the last-updated date at the top of the page moves to the date of the change.
Routine refreshes — a price re-verified, a new release folded in — also move the date, so the date tells you when the page was last checked, not only when it was last rewritten.
Use of AI assistance
AI tools are used in producing this site, and pretending otherwise would sit badly on a site about coding agents.
Research collection, drafting and structural editing on this site are assisted by AI tools. Every factual claim that results is checked against the primary source before publication, and any claim that cannot be traced is removed. Sources are not accepted because a model asserted them; each cited URL is one that was actually retrieved.
This does not lower the standard applied to the output. A page that is wrong is wrong regardless of how it was drafted, which is why the sourcing rule above is the binding constraint rather than the drafting method.
Commercial disclosure
Any commercial relationship that could shape a recommendation is disclosed where the recommendation appears.
As of the date at the top of this page, this site carries no advertising, no affiliate links and no sponsored content, as described on the about page. If any of that changes, the disclosure appears on the affected pages and not only in a policy document like this one.
Recommendations are never sold. A product cannot buy placement on a comparison table, and no company has been given advance sight of a page about it.
Scope and independence
This is an independent reference; it holds no relationship with Meta or with any competing vendor.
No vendor mentioned on this site has any editorial input, review rights or ownership interest in it. Coverage decisions follow what readers are searching for and what is missing from the existing published record, not vendor interest. The disclaimer states the trademark and affiliation position in full.
Sources
- Meta AI Research — Introducing Muse Code and Muse Spark 1.2research.meta.ai
- Google Search Central — Creating helpful, reliable, people-first contentdevelopers.google.com