Stack Overflow adopted Octopus Deploy to streamline and scale its enterprise software delivery using tenanted deployments, automation, and Configuration as Code. By integrating application code, build, and deployment processes in a single GitHub repo, the team improved CI/CD efficiency, enabled better collaboration through pull requests, and reduced deployment times across multiple customers. Octopus's Azure support, API flexibility, and excellent customer service empowered Stack Overflow to standardize and mature its DevOps practices.

Vulnerability scanning alone doesn’t cut it anymore. While it’s long been a core security practice, scanning tools can’t tell you which vulnerabilities are exploitable, how attackers would target them, or which ones pose real risk. This article explores the limitations of vulnerability scanning, the shortfalls of traditional vulnerability management, and why organizations must adopt a risk-based, context-driven approach to application security. Learn how to prioritize based on exploitability, integrate security across the SDLC, and move toward continuous, intelligent threat detection.

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.

As Large Language Models (LLMs) begin interfacing directly with real infrastructure, securing their access becomes critical. This article explores how the Model Context Protocol (MCP) enables LLMs to interact with databases and systems—and how Teleport’s Infrastructure Identity Platform ensures secure, auditable access. Learn how teams can enforce least-privilege policies, prevent over-permissioning, and maintain full audit trails even with AI in the loop.

Visualize the battlefield! Discover how real-time cyber attack maps offer crucial insights into global threats and targeted attacks, empowering your IT and security teams with enhanced situational awareness and streamlined communication to protect company networks.

Just-in-time (JIT) access is essential in cloud-native environments—but many implementations fall short. Teleport transforms JIT access into a native, secure-by-default capability by embedding it directly into identity, policy, and workflow infrastructure. From automated approvals to ephemeral credentials and unified audit logging, this article explores how Teleport enables least privilege access without the manual overhead or security gaps common in traditional JIT models.

Unpack LoRaWAN: the low-power, long-range protocol powering the IoT revolution! Discover its unique features, star-of-stars architecture, and diverse applications from smart cities to industrial automation. Learn how it delivers cost-effectiveness, scalability, and enhanced connectivity, and how Netmaker boosts its network security.