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

# Continuous Integration

> Automate quality assurance to ensure every agent release is compliant, safe, and on-brand.

import { Card, CardGroup, Steps, Step } from '@mintlify/components';

## Key Benefits

<CardGroup cols={2}>
  <Card title="Automated Testing" icon="zap">
    Batch-test agents on curated datasets during CI/CD
  </Card>

  <Card title="Compliance Validation" icon="shield-check">
    Ensure agents meet persona, safety, and regulatory requirements
  </Card>

  <Card title="Regression Prevention" icon="git-branch">
    Compare agent versions to prevent performance regressions
  </Card>

  <Card title="Quality Gates" icon="lock">
    Block deployments when guardrail violations exceed thresholds
  </Card>
</CardGroup>

## Implementation Steps

<Steps>
  <Step title="Create Test Datasets">
    Prepare comprehensive test cases covering various scenarios
  </Step>

  <Step title="Integrate with CI/CD">
    Add HaliosAI evaluation steps to your pipeline
  </Step>

  <Step title="Set Quality Thresholds">
    Define acceptable violation rates and performance metrics
  </Step>

  <Step title="Monitor Results">
    Track test results and agent performance over time
  </Step>
</Steps>

## Related Resources

* [Agent Development](/use-cases/agent-development) - Start with development testing
* [Live Agent Protection](/use-cases/live-protection) - Production deployment strategies
* [Continuous Evaluation](/use-cases/continuous-evaluation) - Long-term monitoring