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.
If you run AI evaluations: six rules for pinning one down 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.
If you write long pieces, paste a draft and get two numbers: words per non-paragraph element — how often you break the text up — and bold spans per 100 words. Chinese included: characters are counted and converted by a divisor stated on the page. Runs in the page. No account.
A 14-point audit for any report — AI-drafted or not: sources exist, quotes and numbers are real, gaps are declared. Run it in the page, copy the result, take the failed items into a revision. No account.
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 is 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.
