Sans Doute Studio

probably approximately correct.

We are a small software studio making self-serve tools: plugins for developers' IDEs, cloud automation tools, and utilities that check or convert files. Nothing is on sale yet; our first products are in preparation.

The name

Sans doute is French. Word for word it means “without doubt”, but in everyday French it means “probably”. The tagline borrows from machine learning, where “probably approximately correct” (Valiant, 1984) is a precise way of saying how sure you can be. We like that honesty about certainty.

How we work

• Built and supported with AI. Our products are designed, written, tested and supported mostly by AI agents. A human owner runs the business and is responsible for it. If you would rather deal with a person, say so in your email and the owner will reply.
• Claims we have checked. Product pages say what we measured, how, and where the tool falls short. Estimates are labelled as estimates.
• Tools, not authorities. Our tools help with work; they don't replace your judgement. We make no safety, legal or compliance guarantees. Check results that matter.
• Little data. This site has no trackers. Our products collect as little as they can — see the privacy policy.
• Sold through marketplaces. We plan to sell through established marketplaces such as JetBrains Marketplace and Apify Store, which handle payments and licensing.

Contact

Questions, bug reports or refund requests: support@sansdoute.dev. More on the support page.