1 September 2025

DevSecOps in Action: Embedding Malware Scans into Your CI/CD Workflow

Learn how to integrate the Quttera Web Malware Scanner API into your CI/CD pipeline. Discover how malware scanning during test and deploy phases enhances DevSecOps, strengthens application security, and ensures continuous protection in production
Introduction
In today’s fast-paced software development lifecycle, CI/CD pipelines enable teams to deliver features and fixes at high velocity. But with speed comes risk—especially when it comes to security. Modern applications rely on complex dependencies, third-party libraries, and continuous deployments, all of which can introduce unseen threats.

That’s where web malware scanning becomes essential. By directly embedding the Quttera Web Malware Scanner API into your pipeline, you can strengthen your DevSecOps practice and ensure that every release is fast and secure.
Integration of DevSecOps into the CI/CD Pipeline
In a DevSecOps approach, security is woven into every CI/CD pipeline phase, not bolted on at the end. By embedding automated checks and security gates, vulnerabilities are identified early and resolved before they become costly problems.

Here’s how each stage contributes to a secure workflow:

1. Code & Commit Phase

  • Static Application Security Testing (SAST): Before merging, source code is automatically scanned for vulnerabilities such as SQL injection flaws or insecure configurations.
  • Secrets Detection: Tools prevent developers from accidentally committing sensitive data (passwords, API keys, tokens) to the repository.
  • Dependency Scanning (SCA): Open-source libraries and third-party packages are analyzed for known vulnerabilities, which is critical given how much modern software depends on external components.

2. Build & Test Phase

  • Container and Artifact Scanning: Container images and build artifacts are checked for misconfigurations and vulnerabilities.
  • Dynamic Application Security Testing (DAST): Unlike SAST, which analyzes source code, DAST tests the live application in a staging or test environment by simulating real-world attacks. This is where Quttera’s Web Malware Scanner API plays a vital role, detecting malicious code and threats that only surface during runtime.

3. Deployment & Release Phase

  • Infrastructure as Code (IaC) Security: Templates such as Terraform or CloudFormation are scanned to ensure secure, compliant infrastructure provisioning.
  • Security Gates: Pipelines enforce “stop conditions” that block deployments if serious vulnerabilities are detected, ensuring insecure builds never reach production.
4. Operations & Monitoring Phase

  • Continuous Monitoring: Once live, applications and infrastructure are constantly monitored for new threats, zero-day vulnerabilities, and misconfigurations.
  • Feedback Loop: Alerts from monitoring feed back into the pipeline, triggering new builds or tests so issues are fixed quickly and iteratively.

Integrating DevSecOps across every CI/CD stage transforms your pipeline from a delivery mechanism into a secure delivery engine. Quttera’s malware scanning adds an essential runtime defense.
Why Malware Scanning Belongs in DevSecOps
Traditional security testing often focuses on static analysis (SAST) or infrastructure scanning. While these are important, they cannot always detect malicious code injected during runtime or identify vulnerabilities that arise only when the application is deployed.

This is where Dynamic Application Security Testing (DAST) comes into play. Unlike static analysis, DAST examines the live, running application—just as an attacker would—making it crucial for uncovering real-world threats.

The Quttera API provides exactly this capability. By embedding it in your test and deployment phases, you can identify malware, injected scripts, and vulnerabilities before they reach your end users.
Malware Scanning in the Test Phase
The Test phase is the primary point at which to run Quttera scans. Once your code has been built and deployed into a staging or testing environment, you can trigger the Quttera API to scan the live URL.

This adds several layers of protection:

  • Simulates real-world attacks to uncover hidden vulnerabilities.
  • Detects malicious code injections from compromised builds, libraries, or dependencies.
  • Validates runtime behavior that static analysis can’t reach.
  • Blocks compromised builds from being promoted to production.

Making malware scanning part of your testing pipeline creates a critical security gate that ensures only safe builds move forward.
Malware Scanning in the Deploy & Monitoring Phase
While testing scans are vital, security should not stop at release. In the Deploy/Monitoring phase, continuous scanning with the Quttera API helps protect production environments.

Here’s why it matters:

  • 🔄 Continuous Monitoring: Detect new threats or zero-day vulnerabilities that emerge after deployment.
  • 🌐 External Validation: Identify risks caused by misconfigurations, external attacks, or runtime changes in production.
  • 🔔 Feedback Loop: Feed vulnerabilities into the CI/CD pipeline, automatically triggering new builds and security checks.

This aligns perfectly with the DevSecOps philosophy: security is not a one-time gate, but an ongoing process embedded into operations.
Benefits of Quttera Web Malware Scanner Integration
By integrating Quttera into your CI/CD pipeline, you gain:

  • Early Detection: Catch issues before they hit production.
  • Continuous Assurance: Ongoing protection even after release.
  • Automated Compliance: Security checks become part of your workflow, not an afterthought.
  • Developer Enablement: Fast feedback loops that empower developers to fix issues early.
Conclusion
A secure CI/CD pipeline requires more than speed and automation—it needs proactive security at every stage. By embedding the Quttera Web Malware Scanner API into both your Test and Deploy/Monitoring phases, you can:

  • Prevent malware and vulnerabilities from slipping into production.
  • Continuously protect against emerging threats.
  • Build a DevSecOps culture where security is everyone’s responsibility.

In short, Quttera turns your CI/CD pipeline from a delivery engine into a resilient, security-first workflow—keeping your applications and users safe without slowing you down.