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

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Open research

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

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Latest · 10 Oct 2026Coding agents that deleted production data

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.

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AI risk nowLevel 1 · Calm

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.

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Offline kitSave it now

Guides and data to keep when the internet is down.

Events

Every event the monitor has recorded. Each has a permanent link you can cite.

Developing Outage or erratic output · OpenAI API

OpenAI API degraded

Probes 100% · Reports 0% · 0 reports Confidence 35%
Developing Outage or erratic output · Anthropic API

Anthropic API degraded

Probes 100% · Reports 0% · 0 reports Confidence 35%