> For the complete documentation index, see [llms.txt](https://docs.agents.opsera.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.agents.opsera.ai/resources/readme.md).

# Developer Platform

Welcome to your team’s developer platform

<h2 align="center">Agent Library</h2>

<p align="center">Security, compliance, workflows, and more. Working 24/7<strong>. Right in your IDE</strong></p>

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="image">Cover image</th></tr></thead><tbody><tr><td><strong>Security Scan Agent</strong></td><td>Detect vulnerabilities, secrets, and CVEs before they reach production</td><td><a href="https://template.gitbook.com/space-product-docs">https://template.gitbook.com/space-product-docs</a></td><td><a href="https://41776748-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F1VMz9Ibq3LklAXhPfHv1%2Fuploads%2FLbEya9sH7wBE8dqbH0MB%2Fclaude-security-agent.gif?alt=media&amp;token=26573475-2933-4f26-88fb-00bc9416dc4a">claude-security-agent.gif</a></td></tr><tr><td><strong>Compliance Audit Agent</strong></td><td>Automated compliance assessments for SOC2, HIPAA, PCI-DSS, ISO 27001</td><td><a href="https://template.gitbook.com/space-product-docs">https://template.gitbook.com/space-product-docs</a></td><td><a href="https://41776748-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F1VMz9Ibq3LklAXhPfHv1%2Fuploads%2FcE6xK3A8anMkTdEtSv7c%2Fclaude-compliance-audit.gif?alt=media&amp;token=b5cc96e1-46fa-4e93-9320-df5f3c73f04d">claude-compliance-audit.gif</a></td></tr><tr><td><strong>SQL Scan Agent</strong></td><td>Find SQL injection risks, PII exposure, and database vulnerabilities</td><td><a href="https://template.gitbook.com/space-api-reference">https://template.gitbook.com/space-api-reference</a></td><td><a href="https://41776748-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F1VMz9Ibq3LklAXhPfHv1%2Fuploads%2Fvy1esR5evBLUR6oZUsc5%2Fclaude-sql-security.gif?alt=media&amp;token=c358ded9-559d-4875-b26e-907b25fb3bb5">claude-sql-security.gif</a></td></tr><tr><td><strong>Architecture Analyze Agent</strong></td><td>Map your entire system automatically. Generate diagrams and documentation.</td><td></td><td><a href="https://41776748-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F1VMz9Ibq3LklAXhPfHv1%2Fuploads%2Fyf6VzetAoa6RaSmGGAQd%2Fclaude-arch-analyze.gif?alt=media&amp;token=9d6181e8-6f5a-425f-acae-4320e9d0f1d7">claude-arch-analyze.gif</a></td></tr></tbody></table>

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<figure><img src="https://41776748-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F1VMz9Ibq3LklAXhPfHv1%2Fuploads%2FQ4XEllN6KiEGGYRwAohw%2FChatGPT%20Image%20Mar%206%2C%202026%2C%2003_29_22%20PM.png?alt=media&amp;token=e2ed2896-ffc2-4abb-a556-d9645cada5c6" alt=""><figcaption></figcaption></figure>
{% endcolumn %}

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### Learn more about the Opsera Agents

Read guides, watch tutorials, and learn how to integrate AI agents into your CI/CD pipelines and developer workflows.

<a href="https://opsera.ai/resource-hub/" class="button primary" data-icon="book-open">Blogs</a>&#x20;
{% endcolumn %}
{% endcolumns %}

<h2 align="center">Join a community of developers</h2>

<p align="center">Join our Discord community to learn, share ideas, and connect with other developers.</p>

<table data-card-size="large" data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-cover data-type="image">Cover image</th></tr></thead><tbody><tr><td><h4><i class="fa-discord">:discord:</i></h4></td><td><strong>Discord community</strong></td><td><a href="https://discord.com/invite/GJe7srN5" class="button secondary">Join Discord</a></td><td><a href="https://41776748-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F1VMz9Ibq3LklAXhPfHv1%2Fuploads%2Fw95W7hBD8Z8yBzXpa7K5%2FChatGPT%20Image%20Mar%206%2C%202026%2C%2003_24_37%20PM.png?alt=media&amp;token=960e0d74-d9cd-4dfa-9154-136be21a590d">ChatGPT Image Mar 6, 2026, 03_24_37 PM.png</a></td></tr></tbody></table>


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://docs.agents.opsera.ai/resources/readme.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.