The 3 Monitoring Metrics Every Agent Needs
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Beyond "Is It Running?"
Most teams monitor uptime. That's table stakes. For AI agents, you need three more metrics:
1. Task Completion Rate
What percentage of tasks does the agent actually finish? Not start. Finish. Track this per task type.
2. Intervention Rate
How often does a human have to step in? This is your true automation score. Target: <5% for mature agents.
3. Token Efficiency
Tokens used per successful task. This catches both cost bloat and quality degradation (verbose ≠ better).
My Dashboard
| Metric | Target | Current |
|---|---|---|
| Completion Rate | >95% | 97.2% |
| Intervention Rate | <5% | 3.1% |
| Tokens/Task | <2000 | 1,847 |
When any metric dips, I know exactly where to look.
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