LOOP GOVERNANCE

Agent loops are where most AI cost is created.

Agents don’t fail in one step. They repeat.

The same tool call. The same output. The same reasoning. That repetition compounds cost without producing new value.

Without trajectory reconstruction, those loops stay invisible — until the invoice arrives.

Trajectory view showing 2 detected cycles with 34.50% waste and containment signal

This trajectory entered a repeated execution loop. The system detected identical tool calls producing identical outputs across multiple steps. Before cost escalated further, a containment signal was triggered and a policy decision was recorded.

Cycles Detected

2

Waste from Cycles

34.50%

Estimated Cost Prevented

$0.004200

Action Taken

Approval Required

Status

Simulated

Risk Profile

At-Risk

PromptKing governs how cost is created — before it escalates.