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Failproof AI
Trace agent behavior, find failures with audits, and prevent repeat failures with deployed policies.
Their llms.txt
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# Failproof AI
> Trace agent behavior, find failures with audits, and prevent repeat failures with deployed policies.
- [Integrations and reference (127 pages)](https://docs.befailproof.ai/_llms/en/integrations-and-reference.txt): Documentation for Integrations and reference.
## Start
### Start here
- [Make your agent failproof](https://docs.befailproof.ai/index.md): Observability and enforcement for every harness your agents run in — coding CLIs, chat gateways, self-hosted assistants, and your own instrumented agents.
- [Quickstart](https://docs.befailproof.ai/start/quickstart.md): Capture an agent session, find a failure, and start preventing it.
- [Agent harnesses](https://docs.befailproof.ai/reference/harnesses.md): Capture sessions and enforce policies across all 12 supported agent harnesses.
- [Failproof Assistant](https://docs.befailproof.ai/sessions/assistant.md): Analyze and operate Failproof AI in natural language, from questions and queries to dashboards and audits.
- [Run your first failure check](https://docs.befailproof.ai/start/first-audit.md): Create an audit from the Cloud dashboard or the fp CLI and review its first findings.
- [Prevent your first failure with a policy](https://docs.befailproof.ai/start/first-policy.md): Author a policy version, deploy it in observe mode, and then enforce it.
- [Choose your setup](https://docs.befailproof.ai/start/setup.md): Choose local enforcement, Failproof AI Cloud, or an enterprise deployment.
- [Core concepts](https://docs.befailproof.ai/start/concepts.md): The small set of concepts used throughout Failproof AI.
- [Use Jev](https://docs.befailproof.ai/start/use-jev.md): Set up Jev evaluations for finished sessions or Jev policies for live tool-call review.
#### Starter templates
- [Custom agents](https://docs.befailproof.ai/start/quickstarts/custom-agents.md): Wrap your agent in three `with` blocks and it starts recording.
- [LangChain and LangGraph](https://docs.befailproof.ai/start/quickstarts/langchain.md): Install, instrument, and see your first trace.
- [CrewAI](https://docs.befailproof.ai/start/quickstarts/crewai.md): Install, instrument, and see your first trace.
- [LlamaIndex](https://docs.befailproof.ai/start/quickstarts/llamaindex.md): Install, instrument, and see your first trace.
- [Pydantic AI](https://docs.befailproof.ai/start/quickstarts/pydantic-ai.md): Install, instrument, and see your first trace.
## Trace Agents
### Understand every run
- [Sessions](https://docs.befailproof.ai/sessions/overview.md): Start with the complete record of one agent run.
- [Live events](https://docs.befailproof.ai/sessions/live-events.md): Watch agent activity arrive while a session is running.
- [Read a trace](https://docs.befailproof.ai/sessions/read-a-trace.md): Find the event that changed the course of an agent session.
- [Models](https://docs.befailproof.ai/sessions/models.md): Compare model latency, tokens, context use, and traffic distribution.
- [Hooks](https://docs.befailproo
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