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AgentBasis is an observability platform designed specifically for AI agents. It helps you monitor, debug, and optimize your agents in production by providing deep visibility into every interaction.

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Dashboard Features

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Traces

View detailed execution traces showing the complete flow of your agent’s logic. Each trace includes:
  • Input/output for every step
  • Token usage and latency
  • Error states and stack traces
  • Parent-child span relationships

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Sessions & Conversations

Group related interactions together to understand user journeys and debug multi-turn conversations.

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Analytics

Track key metrics over time:
  • Total requests and error rates
  • Token usage by model
  • Average latency
  • Cost per agent

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How It Works

The AgentBasis SDK uses OpenTelemetry (OTel) under the hood, the industry standard for observability. 
Your App → AgentBasis SDK → OpenTelemetry → AgentBasis Backend → Dashboard
  1. Instrument your code with a single function call per LLM provider or framework
  2. Data is batched and sent asynchronously (minimal latency impact on your app)
  3. View traces in the AgentBasis dashboard in real-time
Because we use OpenTelemetry, your data is portable and can be sent to any OTel-compatible backend.

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Use Cases

Production Monitoring

Track agent performance, error rates, and costs in real-time

Debugging

Trace issues back to specific users, sessions, or inputs

Cost Optimization

Identify expensive prompts and optimize token usage

Compliance

Audit logs of all AI interactions with user context

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Next Steps

Quick Start

Install the SDK and start tracking in 5 minutes

API Reference

Complete list of all SDK functions