FAQ
AI agent reliability questions
How Moyai works with existing traces, observability tools, and teams running agents in production.
What does Moyai monitor?
Moyai analyzes production AI-agent traces to find behavioral anomalies, judge which anomalies are real failures, and turn them into incidents your team can inspect and fix.
Does Moyai require a new SDK?
No. Moyai is designed to read traces you already generate from tools like Langfuse, LangSmith, or OpenTelemetry-compatible pipelines.
How is Moyai different from tracing or observability tools?
Tracing tools show what happened. Moyai focuses on reliability: it clusters similar behavior, highlights outliers, evaluates whether they are customer-visible failures, and explains what likely broke.
Does Moyai work with Langfuse and LangSmith?
Yes. Moyai can connect to Langfuse and LangSmith traces so teams can add failure monitoring without replacing their existing observability workflow.
Does Moyai support OpenTelemetry?
OpenTelemetry-compatible trace ingestion is part of the Moyai integration path for teams that already standardize on OTEL-style telemetry.
Who is Moyai built for?
Moyai is built for AI engineering, product, and operations teams running agents in production and needing to catch failures before customers report them.