GitOps and DevOps are often seen as interchangeable, but they serve distinct purposes within the software delivery lifecycle. This article breaks down their differences, tools, workflows, and where they overlap. Learn how GitOps focuses on infrastructure automation using Git as the source of truth, while DevOps represents a broader cultural shift aimed at collaboration and continuous delivery. Discover how combining both approaches can streamline development, enforce consistency, and boost deployment reliability.

Don't get speared! Discover how targeted phishing attacks can devastate businesses and learn to spot subtle deceptions used by cybercriminals. This guide reveals how attackers gather info, craft convincing messages, and offers essential prevention tips, including how Netmaker boosts network protection.

Discover how leading platform teams are redefining the developer experience through modern API gateway practices. This article explores five core strategies—ranging from zero-friction onboarding to AI API governance—that empower developers, streamline operations, and reinforce security and observability. Learn how tools like Traefik Labs are helping organizations transform their API gateways into powerful productivity engines, all while maintaining control, resilience, and scalability in today’s cloud-native and AI-driven landscape.

Still battling Kubernetes Ingress complexities? Discover why it's time to migrate! This guide unpacks the limitations of traditional Ingress and reveals how the Kubernetes Gateway API, implemented by Calico Ingress Gateway with Envoy proxy, offers a standardized, role-aware, and feature-rich solution for secure, streamlined traffic management.

As AI adoption accelerates, managing APIs and ML models at scale is no longer just a technical concern—it's a strategic imperative. This article explores the "Shared Responsibility Model," a forward-thinking approach that bridges MLOps and APIOps using Kubernetes-native tools. Discover how modern organizations are scaling AI safely, maintaining API stability, and accelerating innovation by aligning API management platforms with ML serving systems.

Tired of Kubernetes networking chaos? Discover why fragmented tools lead to operational overhead, hidden costs, and security gaps. Learn how a unified approach to Kubernetes networking and security eliminates tool sprawl, enhances threat detection, and drives better outcomes for your modern applications.

As AI adoption scales, traditional gateways fall short of meeting enterprise demands for performance and governance. This article explores how AI gateways enhanced with semantic caching and content guard are reshaping the infrastructure for responsible and scalable AI deployment. From cutting inference costs to enforcing compliance across data center and edge environments, discover how a code-first approach to managing these intelligent gateways enables consistent, high-performance, and secure AI delivery across any architecture.

As APIs power more of today’s digital services, they’ve become prime targets for attackers. Shocking data shows over 50% of APIs use no encryption or authentication, leaving businesses wide open to breaches. This article outlines seven critical strategies—from enforcing encryption and strong authentication to blocking zombie APIs and centralizing key management—that form a robust, multilayered defense. Learn how to reduce your attack surface, secure sensitive data, and protect API-driven systems from modern threats.

Unlock AI-powered Kubernetes troubleshooting! Discover the Model Context Protocol (MCP) and how it standardizes AI agent interactions with Kubernetes tools like kubectl, Helm, and ArgoCD. Learn how to integrate K8s MCP Server with agentic frameworks like PydanticAI for seamless, context-rich cluster management.

DevOps brought developers and operations together to improve software delivery speed and reliability. Now, Platform Engineering builds on that foundation—enabling development teams with self-service tools, golden pathways, and smoother workflows. This article explores how Platform Engineering complements DevOps, supports scale without sacrificing autonomy, and helps high-performing teams reduce complexity while boosting productivity.

Platform engineers, revolutionize your game! Discover why Policy as Code (PaC) is the ultimate game-changer for building scalable, secure, and efficient internal developer platforms. Learn how PaC empowers developers with faster feedback, ensures secure self-service, automates governance, and fortifies your security posture effortlessly.

Automatic rollbacks might sound like a safe fallback for failed deployments, but modern software delivery tells a different story. This article explores why human-driven resilience, Continuous Delivery, and progressive delivery strategies are far more effective. Learn how deploying in small batches, using canary or blue/green strategies, and leveraging feature flags can help you respond smarter—and faster—when things go wrong.