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

# Automation roadmap

> Evolve from exploratory findings to dependable guardrails.

Scout starts with guided explorations and grows into an automation platform that runs quality checks for you.

## Today: Explorations on demand

* Launch manual runs during vibe coding sessions or before demos.
* Schedule recurring explorations on the flows that define your user experience.
* Share generated reports with design, growth, or support teammates to keep everyone aligned.

## Tomorrow: Self-maintaining safeguards

<Columns cols={2}>
  <Card title="Reusable flows" icon="route">
    Promote a finding to create a reusable path. Scout remembers the exact sequence for future checks.
  </Card>

  <Card title="Guardrail library" icon="book">
    Curate the most valuable flows (onboarding, checkout, admin) into a shared library.
  </Card>

  <Card title="Scheduled health checks" icon="calendar-check">
    Run converted flows nightly or before launches. Failures bubble up with the same persona context you already know.
  </Card>

  <Card title="Insights to analytics" icon="chart-simple">
    Trend quality over time—see where vibe coding introduces the most risk and justify investments in hardening.
  </Card>
</Columns>

## Working toward automation

<Steps>
  <Step title="Capture context">
    Tag findings you want to automate with labels such as `Regression candidate` or `Critical path`.
  </Step>

  <Step title="Standardize data">
    Add structured metadata (environment, user role, prerequisites). The richer the data, the easier it is to automate.
  </Step>

  <Step title="Pilot automations">
    Ask the Scout team for access to early automation features once you have a handful of repeatable flows.
  </Step>
</Steps>

<Note>
  Automation features are rolling out gradually. Want to be part of the beta? Email [huy.tieu@scoutqa.ai](mailto:huy.tieu@scoutqa.ai).
</Note>