> ## Documentation Index
> Fetch the complete documentation index at: https://docs.oqoqo.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Oqoqo: Measure What Changes in Your Agentic Workflows

> Oqoqo runs agentic workflows in production-like sandboxes, captures full traces, and measures what changes across agents, models, and treatments.

Oqoqo is the experimentation platform for the agentic era. Define a workflow once, run it across agents, models, and treatments in isolated production-like sandboxes, and measure exactly what changes — from token spend to friction points to eval outcomes. Whether you're building the interfaces agents use or the workflows they run, Oqoqo gives you repeatable, comparable results at scale.

<CardGroup cols={2}>
  <Card title="Introduction" icon="book-open" href="/introduction">
    Learn what Oqoqo is, who it's for, and how the core experiment loop works.
  </Card>

  <Card title="Quickstart" icon="rocket" href="/quickstart">
    Set up and launch your first agent experiment in minutes.
  </Card>

  <Card title="Core Concepts" icon="shapes" href="/core-concepts">
    Understand experiments, trials, treatments, traces, rubrics, and more.
  </Card>

  <Card title="Use Cases" icon="lightbulb" href="/use-cases/agent-evals">
    Explore what teams are testing and measuring with Oqoqo.
  </Card>
</CardGroup>

## Get started in three steps

You can go from zero to a running experiment in a few minutes. Here's the shape of the journey.

<Steps>
  <Step title="Join the waitlist and get access">
    Go to [oqoqo.ai/waitlist](https://www.oqoqo.ai/waitlist/) and request access. You get up to 100 runs free — no credit card required to start.
  </Step>

  <Step title="Define your first experiment">
    Write a natural-language task, attach a rubric, select your agents and treatments, and configure your library and environment. Oqoqo turns that configuration into a repeatable experiment you can rerun any time.
  </Step>

  <Step title="Launch trials and measure results">
    Set the number of parallel trials and click Launch. Oqoqo runs each trial in a clean, isolated sandbox, captures the full trajectory, and surfaces metrics, diffs, frictions, and eval outcomes for every run.
  </Step>
</Steps>

## Explore use cases

<CardGroup cols={2}>
  <Card title="Agent Evals" icon="flask" href="/use-cases/agent-evals">
    Turn real workflows into repeatable evals across agents, models, and treatments.
  </Card>

  <Card title="CI/CD Gating" icon="code-branch" href="/use-cases/ci-cd">
    Block pull requests that break agent workflows, not just unit tests.
  </Card>

  <Card title="Interface Testing" icon="magnifying-glass" href="/use-cases/agent-interfaces">
    Improve the token, latency, and path efficiency of your MCP servers, skills, CLIs, SDKs, and APIs.
  </Card>

  <Card title="Drift Detection" icon="chart-line" href="/use-cases/drift-detection">
    Rerun the same workflows on a schedule as models, dependencies, and your product change.
  </Card>
</CardGroup>