AXME
One dashboard for every agent in production — status, cost, errors, and anomalies
AXME Mesh gives ops teams a real-time view of every agent's state, throughput, cost, and health.
When you have dozens of agents in production, you don't know which are stuck, over-budget, or failing — until customers or finance tell you.
You cannot operate what you cannot see
Fifteen agents in production become fifty after a quarter. Stuck waits, silent failures, and slow drains on API quotas do not show up in generic APM — they show up as angry customers and finance escalations.
AXME Mesh fleet visibility is agent-native: status, throughput, cost, errors, anomalies, and latency in one place, with drill-down to a single intent.
Example: Monday morning ops review
On-call opens the fleet dashboard: three agents in WAITING_FOR_HUMAN over SLA, one agent with 4× normal error rate after a model swap, another approaching budget cap. Drill into the waiting intents — assignees, timeouts, last transition — without grep across logs.
Pager routes anomaly on support-bot; kill switch stays holstered until policy confirms rogue behavior.
SOLUTION
How teams solve this with AXME.
Live status
Running, waiting, failed.
Throughput
Intents per minute.
Cost & errors
Per-agent attribution.
Anomalies
Baseline deviation alerts.
PATTERNS
Production details.
Drill-down
Fleet → agent → intent.
PagerDuty / Slack
Alert routing.
Operating model
Define golden signals per agent class: max wait time, error budget, cost per day. Wire Slack or PagerDuty to anomaly and budget alerts. Run weekly fleet review with platform + product owners.
Integrate Mesh views with existing incident process — export links to audit trail for postmortems.
Common questions
- Replace Datadog or Grafana?
- Use both — infrastructure metrics in APM; agent intent semantics in Mesh.
- Can I filter by team?
- Yes — labels and namespaces scope dashboards and alerts.
- How fresh is data?
- Designed for near-real-time ops; latency depends on deployment scale and region.
Related capabilities
Related links
Ship your first durable agent — in under 10 minutes.
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