Contributed Content
Why DevOps Is Critical for Modern Business Resilience
Today’s business world operates in a state of constant change. What the customer wants to buy changes quickly, new competitors appear overnight, and cyber threats are changing faster than ever. In this ...
Observability-Driven Continuous Testing in Cloud-Native DevOps
Observability transforms continuous testing from quality gates into reliability signals. Cloud-native teams ship faster because they know their systems better — traces reveal bottlenecks, synthetics catch regressions and security telemetry prevents breaches. ...
AI in Production Has a Governance Problem — ISO/IEC 42001 is Starting to Solve It
Moving fast without losing control is the core promise of DevOps. Extending this discipline to AI is the next logical step, supported by existing frameworks. ...
Migration Observability: Measure Meaning, Not Movement
Traditional operational observability focuses on latency, errors, throughput and saturation. Migration observability needs a different category: Semantic drift ...
Capturing Real API Behavior for Regression Testing: Architecture and Implementation
Move beyond scripted predictions. Learn how intelligent regression testing captures real API behavior and detects failures before production ...
Your CI/CD Pipeline Has Non-Human Identities You Forgot About
Jay Goradia | | CI/CD security, infrastructure access, non-human identities, pipeline automation, workload identityA deployment starts failing late on a Friday evening. The initial assumption is that something changed in the application release. Teams start checking container images, Terraform plans and recent commits. Nothing looks ...
The Rise of Composable Architectures to Replace Traditional Platforms
Devin Partida | | cloud-native, composable architecture, enterprise IT, microservices, modular architectureTraditional monolithic platforms have served their purpose. As technologies like artificial intelligence and quantum computing usher in a new digital age, flexible and modular architectures will take their place. Developers and cloud ...
The Five Biggest Mistakes Organizations Make When Implementing SRE
Akash Thakur | | AIOps, cultural transformation, error budgets, incident response, observability, platform engineering, site reliability engineering, SLO, SRE, toilFrom cargo-culting Google's playbook to rushing AI-powered observability into production before the fundamentals are in place, here's where SRE transformations quietly go wrong, and how to course-correct. ...
Continuous Security in DevSecOps: Moving Beyond One-Time Testing
James Miller | | automated security, CI/CD pipeline, continuous security, devsecops, penetration testing, SAST/DAST, sdlc, shift left security, software composition analysis (SCA), vulnerability managementWaiting for a single annual pentest to secure your application is like locking your front door only once a year and hoping for the best. In an era where 133 new vulnerabilities are reported every single ...
Why Senior Engineers Still Do Manual Work in Highly Automated Environments
Automation has been part of enterprise IT for many years, and in many environments, it has grown into an extensive network of interdependent workflows that keep routine operations running smoothly. Scripts provision ...
How Open Source Dependency and Repo Attacks Compromise DevOps Pipelines and How to Stay Safe
Alex Vakulov | | CVE, Dependency Governance, log4j, Malicious Code Injection, open source security, Package Managers, SBoM, secure development, supply chain risk, typosquattingModern applications rely on open source components for up to 90% of their code, creating a vast attack surface dominated by inhemalicious supply chain injections. High-profile incidents like Log4j and the sabotage ...
Open Source Contribution is About More Than Just Altruism
Laura Czajkowski | | community engagement, Linux Foundation, open source ROI, open source software, private forks, Software Supply Chain, technical debt, upstream contributionPassive consumption of open source software creates hidden costs, including $670,000 annually in internal workarounds; however, organizations that shift to upstream contribution report up to 5x returns through improved talent retention and ...
