
AppSec as attacker: Inside Trivy–LiteLLM
The perimeter isn't your firewall — it's your CI/CD pipeline. Here’s what to know about TeamPCP's supply chain attack.
Security automation uses technology to execute security tasks, workflows, and decision-making processes with minimal human intervention. It applies to everything from detecting threats and remediating vulnerabilities to managing access control and responding to incidents.
Security automation helps organizations scale their defenses, reduce response time, and improve consistency across increasingly complex digital environments.
Cybersecurity threats are evolving faster than human teams can manually respond to them. At the same time, most security teams face limited resources, growing attack surfaces, and an overwhelming volume of alerts. Security automation:
It allows security teams to focus on strategic risk management and threat hunting rather than reactive firefighting.
Term | Focus Area | Key Difference from Security Automation |
|---|---|---|
SOAR | Security orchestration automation response | SOAR is a platform; automation refers to the broader practice. |
SIEM | Data aggregation and alerting | SIEM detects; automation acts. |
Manual Response | Human-driven resolution | Security automation eliminates delay and inconsistency. |
DevSecOps Pipelines | Security in CI/CD workflows | Security automation supports, but is not limited to, DevSecOps. |

The perimeter isn't your firewall — it's your CI/CD pipeline. Here’s what to know about TeamPCP's supply chain attack.

The malicious campaign started with Trivy and Checkmarx and has shifted to LiteLLM — and now telnix. Here's how.

Shift to a data security pipeline platform to get software visibility that modern supply chain threats demand.