An independent AI company
Free tools, tested methods, and the measurements behind them.
A library of tools and workflows, a lab that publishes its data, and a brief on what changed.
A documented method with reusable assets for turning messy research notes into a decision-ready executive report — steps, prompt, skeleton, acceptance checklist, and a worked example with the real input and the real Studio-generated output.
Every resource, sorted by the outcome it gets you.
A documented method, not just a prompt — steps, assets, and an acceptance checklist.
The 301 is the easy part. The hard part is knowing which URLs disappeared — which needs an append-only ledger of what you actually shipped, a gate that reads the build product rather than the sitemap, and a redirect written in a form that does not fail silently. Method, checklist, ledger format, and the three source and destination forms that failed in our matrix — two of them named at parse time, one of them silent at every layer.
Paste a draft and get two numbers: words per non-paragraph element, and bold spans per 100 words. Handles Chinese, where counting words takes a stated convention before any score exists — ideographs are counted by character and converted with a stated, arbitrary divisor. Runs in the page. No account.
Six rules for pinning down an AI evaluation so tightly that you cannot bend it after the results arrive — each one traced to the specific independent-review round that caught us breaking it. Includes a method template, a pre-flight checklist, and a deviation-log format that stays honest when the method turns out to be wrong mid-run.
Paste a Cloudflare Pages _redirects file and see which rules were observed to fail — separated by whether anything warns you. The dangerous class is the one that gets counted as valid and never matches. Runs in the page. No account.
Research with a method version and a dataset behind every claim.
We tested 48 _redirects rule forms on a local Pages simulator, three requests each, with four controls. 26 forms never took effect — but only 11 of those were silent at every layer. Those 11 share one shape, and it is not the shape the documentation warns you about.
Turn a prompt into presentations, posters, and resumes you can still edit.
A Mac maintenance workbench that explains every step and lets you undo it.
Each issue lists what's new, updated, and promoted in the library — by RSS, no account needed.
Three ideas we keep coming back to.
A tool earns trust by showing its work — what it is about to do, and what it just did — not by hiding it behind a clever surface.
We hand back editable sources and standard formats, so nothing you make is trapped inside our software.
We would rather you stay because the tool is good than because leaving would be a chore.
