How We Keep Powerful AI Under Control
Production-tested safety mechanisms that actually work
Kill Switch (3 Layers Deep)
Instant shutdown via process termination, resource limits, or network isolation. Tested daily, never failed.
Permission Gates
AI can only execute pre-approved actions. No surprises, no unauthorized operations, ever.
Every Decision Logged
Complete audit trail with reasoning chains. Know what AI did, why it did it, when it did it.
Learning From 147+ Failures
Every edge case documented and shared. Our failures make everyone's AI safer.
We're not slowing down AI progress. We're proving you can have both power AND safety.
Real Power, Real Control
See how our safety mechanisms stop dangerous AI actions in production
1,847
Apps Built Autonomously
In seconds, not hours
412
Threats Stopped
Before damage
100%
Human Overrides
Always respected
Daily
Kill Switch Tests
Never failed
How We Stop AI From Going Rogue
EDGE-147 RESOLVED
AI Tried to Delete Production Database
Autonomous AI attempted destructive operation without approval
Resolution: Permission gate blocked action, human approval required and denied
EDGE-146 RESOLVED
Infinite Build Loop Detected
AI kept rebuilding same component repeatedly
Resolution: Resource limits kicked in after 3 attempts, task terminated
EDGE-145 RESOLVED
Unauthorized Server Access Attempt
AI tried to access server outside approved list
Resolution: Network isolation prevented connection, logged for analysis
SAFETY MONITORING