See Fiddler in Action

See every session, tool call, and code change your coding agents make, in one place.

Track the health, quality, and cost of every agentic application in one view.

Trace an agent failure back to the exact prompt, tool call, or step that caused it.

Map telemetry from any framework to a standard schema on the server, so agent monitoring and reporting stay consistent.

A deeper conversation on how semantic mapping standardizes AI monitoring across frameworks.

Evaluate agent conversations for safety, faithfulness, and PII with specialist models, escalating edge cases to general-purpose LLMs.

Build evaluators for your domain and run them inside your own environment.

Connect pre-production testing and production monitoring in one continuous evaluation loop.

Use custom evaluators to score how coding agents behave across sessions.

Fiddler data scientists on scaling agent evaluations with fast, purpose-built and task-specific models and Dynamic Model Escalation.

Detect jailbreaks and PII leakage with Fiddler Centor Models, in testing and at runtime.

Add Fiddler Guardrails to your LiteLLM gateway to block sensitive data leaks.

Set policies and track usage as coding agents spread across teams.