AXMEAXME

AXME MESH

See every agent running in production — status, cost, errors, and anomalies in real time

When you have 50 agents running, you don't know which ones are stuck, over-budget, or behaving unexpectedly. There's no single pane of glass for agent operations.

AXME Mesh gives you a live dashboard of your entire agent fleet: active agents, intent throughput, cost per agent, error rates, and behavioral anomalies.

Operations for agent fleets, not single runs

One agent in a notebook is easy to debug. Fifty agents in production — approval bots, research crews, billing automations — need a control plane: who is stuck, who is over budget, who is failing more than baseline.

AXME Mesh aggregates status, throughput, cost, errors, anomalies, and latency across every agent registered to your organization. Drill from fleet overview to a single intent without switching tools.

CAPABILITIES

How it works.

Live status

Running, waiting, failed per agent.

Throughput

Intents per minute across fleet.

Cost per agent

Token and API attribution.

Error rate

Failures and retries surfaced.

Anomalies

Deviation from baseline behavior.

Latency

P50/P99 intent completion time.

DEEP DIVE

Production patterns.

Alerts

Slack, PagerDuty, webhooks.

Drill-down

From fleet to single intent.

Mesh + Cloud

Governance meets execution.

Metrics that matter for LLM agents

Live status shows running, waiting, and failed intents per agent — critical when waits span hours. Throughput highlights backlog. Cost per agent attributes tokens and API spend so finance can charge back. Error rate and latency expose reliability regressions after prompt or model changes.

Anomaly detection flags deviation from historical behavior — unusual tool volume, new data scopes, or spend spikes — before a human notices the invoice.

Common questions

Does Mesh replace my APM?
Mesh focuses on agent and intent semantics. Keep APM for infrastructure; use Mesh for agent-specific ops and governance.
Can I alert on cost anomalies?
Yes — integrate alerts with Slack or PagerDuty; pair with cost-control policies for automatic stops.
How fresh is dashboard data?
Designed for near-real-time fleet views; exact latency depends on deployment region and agent volume.

Related Mesh features

Related links

Ship your first durable agent — in under 10 minutes.

Free tier. No credit card. Self-host or hosted — your choice.

Start free now Read the docs