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News

What we shipped, in the open.

We build in public. Every change, in plain words — no roadmap theatre, no jargon.

Sep 13, 2026

A public benchmark: the same job, three ways, judged blind

We run one real task three ways — a regular AI, our app, and a professional-grade stand-in — and have independent AI judges score them without knowing which is which. We publish the results as-is and never score ourselves. See the method on the Benchmark page; the first live results post once the data sources are connected.

Sep 12, 2026

We now talk to each AI service directly

No middleman in between any more. Fewer hops, real prices, real speed numbers in our daily tests.

Sep 12, 2026

Keys are locked in one place, on our side

The access keys for AI services live in a locked store on our servers. They never reach your browser and you never see a key field anywhere in the product.

Sep 12, 2026

Answers from your own files and notes, in two steps

Your files, earlier results and notes are linked together. A question first finds the closest pieces, then follows the links one or two steps out to pull in what is connected. Every answer shows what it used.

Sep 12, 2026

The money side checked to the cent

Balance is checked before a run, the cost is written down before the result comes back, and the books are matched against payments. Tested end to end, including what happens when a balance runs out.

Sep 12, 2026

3 apps at launch

Morning Briefing, Competitor Crawler and Content Pipeline are live. Pick one, answer a few questions in chat, and it runs — now or on a schedule.

Want in? Start free — $2.