CAUM Dashboard

Agent Dashboard

Enter your API key to view stored structural sessions

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Sessions

Steps Observed

Healthy

T1 - T2

Review Queue

T4 review-only / T5 critical

Trial Remaining

Shadow Pilot Meter

checking

Observe-only cost proof. Paste a Pilot Meter payload, JSONL rows, or flat task events. CAUM groups by task, detects the agent profile, assigns T1-T5 structural health, and estimates cost at risk without prompts, code, files, or business content.

Tasks

Alerted

Actual Cost

$0.00

At Risk

$0.00

Savings Opportunity

$0.00

Core Cycle

Top Profile

Top Tier

Ready. Use demo data or paste a client trace export.

Task Hash	Profile	Health	Steps	Core Exposure	Cycle	Cost	At Risk	Alert	Action

Agent Sessions

Agent	Team	Task	Steps	Review Pressure	Health	Tier	Regime
Connecting...

Observed Cost In Review

$0.00

direct cost only, not confirmed waste

Activity Feed

No activity yet

Regime Legend

Warming Up

Explorer

Expansion

Stable

Grind

Loop

Stagnation

Agent Dashboard

Shadow Pilot Meter

Agent Sessions

Session Detail

Activity Feed