The AI trust crisis

79% of the companies experiment with Agents, but only 5% reach production *

Zero-Friction Ingestion

Capture real production traffic seamlessly. Mibo integrates natively with OpenTelemetry (OTLP), offers a lightweight HTTP API, and features a native n8n community node to start streaming your AI Agent execution traces in minutes.

OTEL (OTLP) HTTP API n8n Node

AI-Driven Scenario Routing

Stop wasting LLM tokens on false negatives. Mibo uses an intelligent LLM classifier to evaluate the input of your traces and route them dynamically to specific test suites, running only the assertions that apply to that exact context.

Incoming Trace → AI Classifier → Targeted Suite

Semantic Evaluation & Invariants

Go beyond basic keyword matching. Define complex business rules or universal invariants using our AI Judge to deeply analyze semantic correctness, tone, and multi-step agent behavior on every single run.

Expected: Helpful Tone

Status: Passed ✓

The Failure Matrix Dashboard

Identify agent regressions at a glance. Visualize your production stability through a dedicated trace viewer and failure matrix that pinpoints exactly which step, prompt, or tool call caused your agent to drift.

✓ ✓ ✗ ✓

(*) Statistics based on the State of Agentic AI reports from Multimodal, OneReach, and Zapier's 2024 AI Survey

1. Define Your Mission:
Establish your environment in seconds. Define your project's scope and objectives to create a dedicated workspace for your agentic evaluation.

2. Orchestrate Your Stack:
Connect your ecosystem. Seamlessly integrate MIBO with N8n, Flowise, or your own API. Manage multiple agents within a single project for unified oversight.

3. Secure Technical Provisioning:
Bridge the technical gap. Configure your agent endpoints from Webhook URLs to Auth Tokens to establish a secure, high-performance link. MIBO connects directly to your orchestration stack to ingest execution traces for real time performance evaluation.

4. Deploy & Validate:
Deploy & Validate. Design your semantic test cases and start monitoring. Gain instant visibility through the Failure Matrix, transforming raw agent traces into actionable insights to ensure your agents are 100% production-ready.