Runtime Intervention Example

Scenario

A multi-agent remediation workflow detects repeated job failures and begins restarting services.

Observed Condition

The restart count exceeds the normal threshold. Error rates continue to rise. A second agent begins scaling related workers based on queue depth.

Intervention Trigger

The control plane detects conflicting remediation actions and rising blast-radius risk.

Intervention

The system places the remediation workflow on hold, blocks further restarts, allows read-only diagnostics, and escalates to the on-call operator.

Recorded Evidence

• Agents involved.
• Actions already taken.
• Tool calls attempted.
• Restart count.
• Queue-depth signal.
• Policy checkpoint result.
• Reason for hold.
• Escalation target.

Coherence Effect

The intervention prevents local remediation from creating wider instability while preserving enough context for a responsible operator to decide the next action.