How we research and build what we publish

We start from questions operators actually search for, checked against keyword and search-results research rather than guessed. But demand alone does not justify a page.

Before drafting, we have to be able to finish one sentence: this page helps a specific reader solve a specific problem so they can take a specific next step. If that sentence contains two different outcomes, the topic is split or dropped. If an existing page already owns the question, we improve that page instead of publishing a near-duplicate.

• Product claims. We describe what all-agents does today, verified against the running product — not what is planned. Where something is on the roadmap rather than shipped, we say so.
• Integrations. We do not claim a connector works until the exact action has been run against the real system.
• External facts. Claims cite a primary source — the documentation, standard or research itself, not a blog post about it — with the date we last checked it.
• Example data. Realistic worked examples are how these guides earn their keep, but any figures that did not come from a real run are labelled as simulated wherever they appear.
• No invented evidence. We do not fabricate customers, quotes, benchmarks, reviewers or outcomes. If we cannot support a claim, we cut it.

The downloadable procedures and workflow blueprints on this site are written to be adapted, not admired. Each one names its owner, trigger, inputs, decisions, exceptions, approvals and audit record, and carries a revision log so you can tell what changed.

Blueprints additionally mark every step by who performs it: deterministic code, model judgment, or a human approval. That distinction is the whole point — it is what turns a description of a process into something you can decide about.

They are free to download and use without an account. We do not put the useful part behind an email form.

A calculator that hides its formula is a lead magnet, not a tool. Every tool here shows the arithmetic it performs and the assumptions behind each default, so you can check our work or disagree with it.

Tools run in your browser, compute instantly, send nothing anywhere, and never require an account. We test the inputs and outputs by hand against worked examples before publishing, and a tool that does not genuinely work does not ship.

Pages on financial, employment, governance and security subjects go through the subject-matter review described in our editorial policy before publication.

After publication we re-check claims, links, sources and dates periodically, and whenever the product or a cited source changes. Pages that turn out not to deserve their own address get merged, redirected or removed rather than left to rot.