Observe

Risicare's observability layer provides deep visibility into your AI agent's behavior.

Overview

Data Model

Session (user interaction)
  └── Trace (single request)
       └── Span (individual operation)
            ├── LLM Call
            ├── Tool Execution
            ├── Agent Decision
            └── Child Spans...

Key Metrics

Dashboard Views

Trace List

View all traces with filtering:

• Time range
• Status (success/error)
• Agent name
• Session ID
• Latency thresholds
• Cost thresholds

Trace Detail

Deep dive into a single trace:

• Span waterfall visualization
• LLM prompts and completions
• Tool inputs and outputs
• Error details and stack traces
• Cost breakdown by model

Analytics

Aggregate views:

• Trace volume over time
• Error rate trends
• Latency distributions
• Cost by model/agent
• Top error codes

Real-Time Streaming

View traces as they happen:

# Traces appear in dashboard within ~100ms
response = client.chat.completions.create(...)

Filtering and Search

Query Language

status:error AND agent:planner AND latency:>5000

Filters

Data Retention

Next Steps