AgentTrace vs Sentry

Monitoring errors vs reproducing execution.

What Sentry is good at

  • Sentry excels at error aggregation and stack traces.
  • Great for alerting and traditional application monitoring.
  • Builds trust with robust infrastructure for web apps.

This helps build trust — we know Sentry is a great tool.

Where Sentry stops working for agents

  • Non-deterministic execution makes stack traces less useful.
  • No execution replay to see what actually happened.
  • No state rewind to debug complex multi-step chains.
  • No safe re-execution of agent steps.

The Core Difference

Dimension
AgentTrace
Sentry
Execution replay
Determinism
Time travel
Runtime position
Inside execution
Outside app

When to use both

Many teams use Sentry for high-level alerting and AgentTrace for deep reproduction and debugging of agentic workflows.

Make agent execution reproducible