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What we build

Custom AI and software for your product or operations, from a first prototype to a system your team runs.

Four steps, a written plan and a fixed price within days.

Subscriptions

Ready-made workspaces by monthly subscription. Try free, cancel any time from your account.

Your account is created when you subscribe.

Open research

Reports, guides and methods on how AI can fail, free to cite.

Two reported cases, in July 2025 and April 2026, in which an AI coding agent destroyed live data, and what they teach about permissions and backups.

Live AI risk

Automated probes, outage data and public reports, reviewed by a person.

6 systems, 2 regions, 0 reports in 24 h.

Before it fails

What to do in the first 72 hours if AI-dependent services fail.

Guides and data to keep when the internet is down.