Account Start a project
What we build

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

Start a project
How a project runsDescribe, plan, build, hand over

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.

See plans
No account firstPay, and you are in

Your account is created when you subscribe.
Open research

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

All publications
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.

Open the monitor
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.

Read the guides
Offline kitSave it now

Guides and data to keep when the internet is down.

Use this data

Every event has a permanent link. The data is free to cite with attribution.

  1. Permanent linksEvery event has an address that never changes, even after it is resolved.
  2. Open formatsJSON API, RSS and CSV. No account or key needed.
  3. Method publishedHow each status and the level are computed is public and versioned.
GET www.toswo.com/v1/statusJSON
RSS CSV API

Endpoints

All endpoints are public, read-only and return JSON unless noted.

Endpoint What it returns
/v1/status Level, systems, events, regions and signals in one document
/v1/level The current level and why
/v1/systems Every monitored system with 24 hours of history
/v1/events Events, newest first. Filters: state, system, before, limit
/v1/events/{slug} One event with its full timeline
/v1/events.csv All events as CSV
/feed.xml RSS feed of events
/embed/status A small status badge for an iframe

Please cite as: TOSWO AI risk monitor, event {slug}, retrieved {date}.