OBSERVABILITY

Watch the whole org work.

A live view of every agent and every handoff, as it happens — who's working, what's blocked, where the loop stands. Step in exactly where it matters.

TRACES

Every loop, end-to-end.

A cross-functional loop is one trace — from the marketing signal to the shipped PR — with cost, latency, and outcome per step, and every handoff signed along the way. When a loop stalls, you see exactly which desk it's stuck on.

objective: q3-pricing-update4 agents · 12m · closed
marketing — draft brief✓ 2m
handoff → salessigned · policy ok
sales — update CRM✓ 1m
handoff → productsigned · policy ok
product — spec change✓ 3m
handoff → codingsigned · policy ok
coding — open PR✓ 4m · escalated: deploy
METRICS

Manage it like a P&L.

Cost, latency, and success rate — per agent, per team, per loop. Spot the expensive desk, the slow handoff, the loop that never closes. Numbers you can run the org on, not token counts.

38
loops closed today
$41
avg cost per loop
11m
median loop time
96%
handoffs clean

Illustrative — sample workspace data

EXPORT

Your stack, your dashboards.

Stream traces, metrics, and the signed audit record to Datadog, Splunk, or any OTLP endpoint — and route alerts to Slack or PagerDuty. Cadre is the source of truth; your observability stack stays the pane of glass.