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Test your AI agent before it reaches production.

Mibo gives engineering teams a repeatable way to run scenarios before release, inspect the evidence behind each result, and evaluate real production traces with the same tests.

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A successful response is not proof of reliable behavior.

An agent can return a successful HTTP response while choosing the wrong tool, inventing a completed action, or leaving a customer request unresolved. Mibo turns those expectations into evidence you can review.

Wrong route

Check that a request reaches the right specialist and workflow, not only that the endpoint responds.

Tool behavior

Verify calls, arguments, and other observable facts in the agent trace.

Incomplete answer

Evaluate whether the response is clear, safe, and aligned with the outcome your customer needs.

One test suite for the agent lifecycle

Define expectations once, then use them to check changes before release and inspect real interactions afterward.

01

Define behavior

Describe the expected outcome with semantic and procedural checks.

02

Test before release

Run selected scenarios against the connected agent and review the response with its execution evidence.

03

Evaluate real traces

Send traces through OpenTelemetry or Mibo's API for asynchronous evaluation after each interaction.

Every result keeps the evidence you need to investigate

Semantic checks

Evaluate meaning, safety, completeness, and alignment with the outcome you described instead of requiring a fixed string.

Procedural checks

Inspect execution facts such as tool calls, arguments, attributes, HTTP status, and schema.

Frequently asked questions

What does Mibo test in an AI agent?

Mibo evaluates the behavior you describe, including the response and observable execution evidence such as routes, tool calls, values, and status. Rule-based checks verify facts, while AI-powered checks score responses against plain-language criteria.

Can I test an agent before and after release?

Yes. Active testing sends chosen scenarios to a connected agent. After real interactions, your system can send traces for passive evaluation against applicable active test cases.

Does passive testing add Mibo to the customer request path?

No. Your system handles the interaction, then sends a trace to Mibo. Mibo evaluates the trace asynchronously in the background.

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