Editorial standards and AI-assistance disclosure.
Content on this site is produced by the Coherence Daddy team and the engineers and writers at ShieldNest, the development company that builds and maintains the underlying infrastructure. Every page on the site has a named human owner who is responsible for what it says, even when AI tooling has assisted with drafting. We do not accept anonymous user-generated submissions, and we do not republish other people's articles as our own.
Editorial review at Coherence Daddy is a concrete checklist, not a slogan. Before a page goes live, a human team member reads it end-to-end, checks that the claims match the underlying source or tool behavior, removes anything that overstates a capability, and confirms the page meets our tone and accuracy expectations. New tools are tested by hand with sample inputs before their pages are published. Blog posts are read by at least one editor who was not the author. Tutorials are walked through step-by-step on a real machine before they are linked from the index.
We are explicit about where AI is involved in our content, because vague disclosure is itself a problem.
lib/tool-content-generated.ts). Each entry was produced by a large language model and then reviewed by a member of the team for accuracy before the tool went live. The tools themselves are hand-built React components — only the surrounding documentation is AI-drafted.For technical claims about how a tool works, the test is whether the tool actually does what the page says it does — we run it and check. For claims about external services (crypto market data, AI model capabilities, third-party APIs), we link to the primary source and date the page so readers can see how fresh the underlying information is. Crypto and AI tooling content gets extra scrutiny because the underlying facts move quickly: price ranges, model versions, API limits, and feature lists are all checked against the official source within a short window of publishing, and pages that depend on a live API note that fact in the page itself.
When we present third-party data we name the source. Crypto prices come from CoinGecko and are labeled as such. News and trend aggregators (such as the HackerNews-backed trending feed) are labeled with the underlying provider. AI model behavior is attributed to the model and version we tested against. We do not present someone else's data as if we generated it ourselves, and we do not silently switch sources between page versions.
If you spot a factual error on any page on this site, email info@coherencedaddy.com with the URL and a description of what is wrong. We aim to acknowledge corrections within five business days and to update the page within ten. When a substantive factual error is corrected, we add a short dated note at the bottom of the page describing what changed. Typos and minor copy edits are fixed silently.
For content concerns, corrections, takedown requests, or editorial questions, use the contact page. A human reads every message that comes in.