# Code-to-Cloud Security & Scanners Overview

Code-to-Cloud Security & Scanners represent OpsMx Delivery Shield's unified approach to securing modern applications across the **entire software delivery lifecycle** — from the first line of code written by a developer to the runtime behavior of a deployed workload in production.

As organizations adopt cloud-native architectures, microservices, containers, and AI-driven development, the attack surface expands significantly. Siloed security practices — scanning code here, checking images there, monitoring production separately — leave dangerous gaps between stages. Code-to-Cloud Security closes these gaps by embedding continuous, integrated security validation at every stage of delivery.

{% hint style="info" %}
**Code-to-Cloud Security is not a product feature — it is the organizing principle of OpsMx Delivery Shield. Every scanner, every policy, and every gate works together as a single, closed-loop security model from code commit to cloud runtime.**
{% endhint %}

## Why Code-to-Cloud Security in OpsMx

Traditional security approaches treat each stage of delivery as a separate concern — developers run SAST, ops teams manage runtime monitoring, and security teams conduct periodic audits. In a world where CI/CD pipelines release code dozens of times per day across dozens of microservices, this model cannot keep up.

OpsMx Delivery Shield uses the Code-to-Cloud model to:

* **Eliminate security blind spots** between development, build, deployment, and runtime
* **Create a continuous feedback loop** — where runtime anomalies inform earlier-stage code and build controls
* **Enforce consistent policy** across all stages — from source code to cloud infrastructure to live AI systems
* **Scale security with DevOps velocity** — automated, integrated checks that run in the background without blocking teams
* **Address AI-era threats** — securing not just traditional software but AI-generated code, LLM endpoints, and autonomous agents

## Security Coverage — Stage by Stage

| Stage                | What Gets Secured                      | Key Capabilities                                  |
| -------------------- | -------------------------------------- | ------------------------------------------------- |
| **Code**             | Source code, dependencies, secrets     | SAST, SCA, Secrets Detection                      |
| **AI Development**   | AI-generated code, notebooks, prompts  | AI Code Analysis, NBDefense, MCP Security         |
| **Build & Artifact** | Container images, binaries, packages   | Container Image Scanning, Artifact Scanning, SBOM |
| **Deploy**           | IaC, Kubernetes manifests, Helm charts | IaC Scanning, Kubescape, Deployment Firewall      |
| **Cloud**            | Cloud infrastructure configurations    | CSPM, ScoutSuite, Cloud Custodian                 |
| **Runtime**          | Live workloads, APIs, AI systems       | Runtime Signals, Drift Detection, DAST, Garak     |


---

# Agent Instructions: Querying This Documentation

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

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.opsmx.com/code-to-cloud-security-and-scanners/code-to-cloud-security-and-scanners-overview.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
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.