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Your agent can say the right thing and do the wrong thing.

Mibo tests both, on every real conversation. One real trace in, a regression test drafted for you.

Tests for your agent, next to the tools you already use. Keep Langfuse, Datadog or LangSmith. Send traces from n8n or any OTLP/HTTP exporter.

Support example

Scenario: refund above the limit
FAILED
  1. 1

    Customer

    “Can I get a refund for order #4812?”

  2. Agent looked up the order

    Order found · $640

  3. Agent issued the refund

    Refunded $640 — no manager approval

  4. Rule broken

    “Never refund more than $500 without a manager’s approval.”

  5. Agent replied to the customer

    Tone and wording check passed

Correct wording. Broken refund rule.

Turn a recorded execution into a test.

Explore OTLP integration
  1. Send your first trace

    Configure an OTLP exporter and capture an execution from your system.

  2. Generate a test with AI

    Select a completed trace and ask AI to draft checks from its evidence. Review the draft before saving it.

  3. Evaluate future traces

    Send later executions and inspect which checks failed, together with the recorded response or action.

Exporter example

Instrument your application, replace the API key placeholder, and match the service name configured in Mibo. OTLP/HTTP JSON is also supported.

Trace destinations

Start testing for free. Scale when your suite grows.

Start with 3 agents and 500 traces per month. Upgrade for more capacity and history.

Starter

Recommended
$20/mo
Billed annually ($240)

For growing teams building production agents.

Plan limits include:

  • 1,000 test runs / month
  • 10 agents
  • 100,000 traces / month
  • 10 projects
  • 5,000,000 tokens / month
  • 90-day history
  • Semantic metrics

Free

$0/mo
Free forever

For individual developers and small prototypes.

Plan limits include:

  • 100 test runs / month
  • 3 agents
  • 500 traces / month
  • 1 project
  • 300,000 tokens / month
  • 7-day history

Full

$50/mo
Billed annually ($600)

For teams that need the full platform.

Plan limits include:

  • 3,000 test runs / month
  • 100 agents
  • 5,000,000 traces / month
  • 100 projects
  • 15,000,000 tokens / month
  • 365-day history
  • Semantic metrics
  • Priority support

Questions about Mibo

What does Mibo evaluate?

Mibo checks recorded answers, tool calls, and values against the rules you configure, using the data in each trace.

Which systems can send traces?

Any system that exports OTLP/HTTP traces, including apps built with AI SDK 7 and @ai-sdk/otel, or with current OpenLLMetry versions for LangChain and LLM SDKs. n8n workflows send traces through the verified Mibo node.

What if a check needs missing data?

A missing field does not prove that a check passed. Add the required data to your instrumentation; the result depends on the check.

Does Mibo intervene in the interaction?

No. Mibo evaluates received traces; it does not block or undo the actions they record.