MCP vs AI Agent: Key Differences, Architecture, Use Cases, and Examples

by

MCP vs AI Agent is an important topic in artificial intelligence and automation. MCP (Model Context Protocol) connects AI applications with external tools and data sources, while AI Agents use reasoning, planning, and available tools to accomplish specific goals. Understanding MCP vs AI Agent helps developers and DevOps engineers build smarter automation workflows. 1. Introduction … Read more

Trivy Docker Vulnerability Scanning – Complete Guide

by

Introduction In modern DevOps environments, Docker containers are widely used to package and deploy applications. Containers make application deployment faster and more consistent, but they can also contain security vulnerabilities in the operating system packages, application dependencies, libraries, and configuration. A vulnerable Docker image can introduce security risks into development, testing, and production environments. This … Read more