# Works with your stack

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## Automate Agent Behaviors with Synthetic Users

Define synthetic users—Drivers—with context and goals. Drivers interact with your multi-turn agent to expose unexpected behaviors and edge cases automatically. Replace hours of manual QA with fast, repeatable, automated test runs.

[Learn More](https://docs.okareo.com/docs/getting-started/overview)

## Build a Map of Behaviors

Okareo simulation doesn’t just run tests—it builds a map of your agent’s behaviors across different scenarios. This map highlights gaps, loops, and dead-ends so your team can fix issues at the root instead of chasing symptoms.

[Learn More](https://docs.okareo.com/docs/guides/tracing)

## Automate Agent Evaluation in CI/CD

Run synthetic user simulations on every commit. No more vibe testing. Catch failures early and ship reliable agents with confidence.

[Learn More](/content/blog/posts/evaluate-fine-tuned-llm/index.html)

## Close the Loop from Production to Development

Pair simulation with Okareo’s error tracking and synthetic data. Production issues trigger new simulations, which generate test cases and data to retrain or fine-tune. The result: faster fixes, stronger guardrails, and safer agents.

[Learn More](https://docs.okareo.com/docs/guides/mutli_agent_overview)

# Your AI shouldn't be a black box.  Unlock visibility today!

[Get Started](https://app.okareo.com/account/sign-up)

## Key Benefits

#### Faster AI Iteration

Enable faster deployment and optimization

#### Full Visibility

Real-time monitoring and analytics

#### Increase Accuracy

Fine-tuned models for reliability and precision

#### Cost Efficiency

Optimize resources and reduce AI expenses

#### Designed for AI Teams

Seamless collaboration and streamlined workflows

#### Built for Scalability

Supports both small and large-scale AI projects

[Try for free](https://app.okareo.com/account/sign-up)

## Learn More

January 20, 2026

### Why Evals Are the CI/CD Pipeline for Agentic AI

[Read more](/content/blog/posts/evals-are-ci-for-agentics/index.html)

July 16, 2025

### Agentic Simulation : Part 3

[Read more](/content/blog/posts/multi-turn-simulation-part-3/index.html)

July 14, 2025

### Agentic Simulation: Part 2