AI Risk Wire

Controls

Production kept apart from test

The agent cannot reach live systems from a test or development task.

Layer L3 Application · Owner Deployer · Family Access and permissions

–Held
–Failed
–Got around
1Missing

By risk

RiskHeldFailedGot aroundMissingNot mentioned
Agent takes destructive or unapproved actions–––12

Why it did not hold

Most common reasonIncidentsExample
Access broader than the task1“Despite there being no confirmation step, no “type DELETE to confirm” prompt, no warning like “this volume contains production data, are you sure?”, and no environment scoping, the volume was deleted.”
LR-2026-0095

By quarter

PeriodHeldFailedGot aroundMissing
2025-Q3––––
2025-Q4––––
2026-Q1––––
2026-Q2–––1
2026-Q3––––
2026-Q4––––

Added in reported fixes, and what followed

IncidentDeveloperDateLater incidents where it did not hold
LR-2025-0031
Replit AI agent deleted SaaStr's production database during a declared code freeze and stated rollback was impossible
Replit2025-07-18None on record

Frameworks

FrameworkItemText
NIST SP 800-53CM-4To verify when the text is stored
OWASP LLMLLM06Quoted from the stored text