Pillar 04
One dashboard. Every agent.
Track behavior across your entire fleet. Compare decision patterns. Spot drift between versions. Know when an agent starts acting different before users complain.
Embedding Explorer
Visualize decision patterns in 2D space
See how your agents think. Compare behaviors. Spot anomalies before they become problems.
1,247
Decisions
1.2s
Avg Latency
2.0%
Drift Score
892
Decisions
0.8s
Avg Latency
15.0%
Drift Score
Behavior drift detected. Review recent decision patterns.
2,103
Decisions
1.5s
Avg Latency
5.0%
Drift Score
Metrics
Track what matters
From high-level health to granular decision analysis
Decision Volume
Avg Latency
Policy Violations
Drift Score
Capabilities
Deep visibility into agent behavior
Multi-Agent Fleet View
See all your agents in one dashboard. Filter by type, status, or custom attributes.
Decision Distribution
Understand what types of decisions each agent makes most. Identify patterns and outliers.
Drift Detection
Automatic alerts when agent behavior deviates from baseline. Catch regressions early.
Version Comparison
Compare decision patterns between agent versions. Validate changes before rollout.
Decision Drill-Down
Click any point to see the full decision context. Prompts, outputs, and policy evaluations.
Trend Analysis
Track metrics over time. Set thresholds. Get alerts before problems become incidents.
Dashboard
Everything you need in one place
Real-time Streaming
- Live decision feed with sub-second updates
- Filterable by agent, action type, or status
- Pause and search through history
- Export to CSV or JSON for analysis
Alerting & Notifications
- Slack, email, or webhook integrations
- Customizable alert thresholds
- Anomaly detection with ML-powered insights
- On-call rotation support
Embedding Explorer
See your agents think
2D visualization of decision embeddings reveals patterns invisible to traditional metrics
Cluster by Meaning
Decisions with similar semantic content cluster together, revealing how your agent categorizes problems.
Spot Outliers
Unusual decisions stand out visually. Click to investigate why an agent made an unexpected choice.
Compare Agents
Overlay multiple agents to see where they agree, where they diverge, and why.