AgentLens Dashboard
Production observability for quality, cost, and governance.
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Agent Debugger
Prompt Debugger
Compliance
Scope: API-key isolated project
Mode: Live plus presentation-safe fallback
Window: Last 24h
Readiness:
Checking...
Budget status
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Set Daily Budget
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Daily Budget (USD)
Webhook URL (optional)
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Total Calls (24h)
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Traffic volume in monitored scope
Avg Quality
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Target >= 0.80
Bad Response Rate
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Threshold < 15%
Total Cost (24h)
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Estimated API spend
Active Models
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Distinct model families
Top Risk Category
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No category data yet
Quality Trend
Hourly average quality over the last day.
Bad Response Categories
Clustered from failed or low-quality responses.
Cost vs Quality by Model
Compare quality score and per-call cost signal.
Root Cause Hotspots
Prompt families sorted by failure rate.
Worst Responses
Low-quality outputs with flags and quick diagnosis.
Quality
Hallucination
Flags
Model
Output Preview
Why