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The 2026 IBM Guide to DevOps | IBM

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WelcomeOverviewDevSecOpsIT automationOverviewContinuous integrationContinuous deliveryCI/CD pipelineContinuous deploymentOverviewSoftware testingShift-left testingEnd-to-end testingFunctional testingIntegration testingPerformance testingRegression testingApplication deliveryGitOpsTektonOverviewTerraformYAMLProvisioningOverviewREST APIsGraphQLMicroservices design patternsMicroservices orchestrationService meshOverviewContainerizationContainer registryContainer imagesContainer managementContainer securityDockerOverviewKubernetesHelmIstioKnativeKubernetes clusterKubernetes IngressTutorial: Kubernetes cost monitoringOverviewFull stack observabilityNetwork observabilityAI observabilityAIOps observabilityLLM observabilityDistributed tracingOverviewOpenTelemetry metricsSingle pane of glassOverviewAPM metricsApdexInfrastructure monitoringDevOps monitoringWebsite monitoringDigital experience monitoringEnd user experience monitoringOverviewSRE observabilityRoot cause analysisAlert fatigueService level agreement (SLA)Michael GoodwinAsh MinhasMark ScapicchioIBM Privacy StatementLearn moreLearn moreLearn morecloud-nativeLearn moreLearn moreKubernetesLearn moreLearn moreDevOpsIT operationsLearn moreExplore DevOpsWhitepaper Empowering platform teams to do cloud right Learn how platform teams can standardize workflows and unify infrastructure and security lifecycle management with a platform-as-a-product approach. Read the whitepaperWhitepaper Accelerate innovation with a secure, hybrid cloud foundation A framework for simplifying hybrid cloud operations with consistent security and governance. Read the whitepaperWhitepaper Accelerate innovation at scale with a unified cloud platform Learn how platform engineering teams scale infrastructure with automated workflows and centralized control. Read the whitepaperGuide Master application performance in Kubernetes environments Learn how to gain visibility, strengthen resilience and simplify Kubernetes complexity with automated observability. Get the guideReport Optimize your business performance with AI-powered analytics Register now to learn how advanced AI analytics can unlock new opportunities for growth and innovation in your business. Access expert insights and explore how AI solutions can enhance operational efficiency, optimize resources and lead to measurable business outcomes. Read the reportEbook Modernize mainframe applications with hybrid cloud patterns Explore the latest IBM Redbooks® publication on mainframe modernization for hybrid cloud environments. Learn actionable strategies, architecture solutions and integration techniques to drive agility, innovation and business success. Read the ebookeBook Full-stack observability for DevOps teams Deliver reliability at speed with AI-powered observability. This IBM guide shows how to gain end-to-end visibility, accelerate root cause analysis and resolve issues before they impact users. Download the ebookInsight The state of AI readiness We explored why some organizations are prepared for both the disruption and potential of AI. Find out what these AI-ready companies have in common. See the resultsExplore IBM Instana ObservabilityExplore DevOps solutionsExplore cloud consulting servicesDiscover IBM InstanaExplore DevOps solutions

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