{"id":36662,"date":"2022-12-21T21:04:27","date_gmt":"2022-12-21T15:34:27","guid":{"rendered":"http:\/\/ismiletechnologies.com\/?p=36662"},"modified":"2022-12-21T23:56:46","modified_gmt":"2022-12-21T18:26:46","slug":"types-of-ci-cd-pipeline-patterns-a-comprehensive-guide","status":"publish","type":"post","link":"https:\/\/ismiletechnologies.com\/en_us\/technology\/types-of-ci-cd-pipeline-patterns-a-comprehensive-guide\/","title":{"rendered":"Types of CI\/CD Pipeline Patterns: A Comprehensive Guide"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"36662\" class=\"elementor elementor-36662\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-148d6c0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"148d6c0\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f56f86b\" data-id=\"f56f86b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5009909 elementor-widget elementor-widget-heading\" data-id=\"5009909\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is CI\/CD?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b9530e elementor-widget elementor-widget-text-editor\" data-id=\"5b9530e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>A CI\/CD pipeline is an executable specification of the steps a developer must perform when delivering a new version of a software product. Engineers would still have to perform these steps manually and less productively without an automated pipeline.\u00a0\u00a0<\/p><p>The goal of a successful continuous delivery process is to minimize the time it takes to bring high-quality software to fruition by practicing agile techniques and automating the entire delivery system. Moreover, the strategy and structure of the pipelines are mainly determined by an appropriate structure and model. Therefore, pipelines should be deployment-centric, as a typical trigger would be a deployable Artifact.\u00a0\u00a0<\/p><p>These are the major types of CI\/CD pipeline patterns. They are:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e68d4b elementor-widget elementor-widget-text-editor\" data-id=\"1e68d4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\">Build and Deploy Model\u00a0\u00a0<\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\">Pipelines as a Code\u00a0\u00a0<\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\">Full Approval Pattern\u00a0\u00a0<\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\">Test Automation Pattern\u00a0\u00a0<\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\">Stable Internal Releases\u00a0\u00a0<\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\">Designing Parallel Workflows\u00a0\u00a0<\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\">Button Push Pattern\u00a0\u00a0<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22b9e21 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"22b9e21\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74c1500 elementor-widget elementor-widget-heading\" data-id=\"74c1500\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Build and Deploy Model\u00a0\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e616702 elementor-widget elementor-widget-text-editor\" data-id=\"e616702\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>This model is primarily focused on building prototypes first and deploying them later. One advantage of this pattern is that artifacts can be created once and deployed multiple times. The build-and-deploy model is environment-agnostic, so no external environment-aware properties or packages are required. Additionally, this model pulls everything together, including the core infrastructure code.\u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18237ee elementor-widget elementor-widget-heading\" data-id=\"18237ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pipelines as a Code\u00a0\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b727be elementor-widget elementor-widget-text-editor\" data-id=\"1b727be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Pipeline common sense is codified, saved along infrastructure code, and uses containerized runners on this pattern. It is controlled like an everyday app code and subjected to comparable assessment methods and branching strategies. Other than that, the execution of pipelines on bins enables your CI\/CD platform to help extreme workloads, even though each workload includes its particular construct surroundings to satisfy its requirements.\u00a0\u00a0<\/p><p>For construct environments, box photograph provenance employs trustworthy Docker images. The implementation of the CI runner is automated, uniform, and hands-free. Furthermore, it could develop to shape calls for and be on standby throughout middle hours. Subsequently, it could decrease useless delays. Also, the secrets and techniques are stored out of doors in the pipeline, and their output is concealed, ensuing in more desirable security.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-371f87b elementor-widget elementor-widget-heading\" data-id=\"371f87b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Full Approval Pattern\u00a0\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7029114 elementor-widget elementor-widget-text-editor\" data-id=\"7029114\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Frequently this pattern supports remarkably critical infrastructure, intelligence\/ military, and hypersensitive industries are regulated. Automation might not be conveniently available until future versions of the venture.\u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9137f34 elementor-widget elementor-widget-heading\" data-id=\"9137f34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Test Automation Pattern\u00a0\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fd6807 elementor-widget elementor-widget-text-editor\" data-id=\"9fd6807\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Build automation is the core practice of the CI pipeline. Alternatively, the build process can use the build tool for a specific codebase. In addition, modern testing frameworks can mimic application development with orchestration packages that need to be implemented in the application. Also, changing test coverage to include API changes is an exception to automated testing. Therefore, a pipeline dedicated to testing automation might be the best option.\u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d6831f elementor-widget elementor-widget-heading\" data-id=\"8d6831f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Stable Internal Releases\u00a0\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b267ec6 elementor-widget elementor-widget-text-editor\" data-id=\"b267ec6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In this pattern, each code branch gets an entirely volatile environment for each branch that can be easily created and destroyed. Here, builds create versioned packages deployed and triggered by automatic or manual events. Additionally, software developers can delete or trigger an ephemeral environment at any time. CI runners use cloud-native capabilities to assume roles and get the correct permissions to complete projects.\u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32dadb5 elementor-widget elementor-widget-heading\" data-id=\"32dadb5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Designing Parallel Workflows\u00a0\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-01315ab elementor-widget elementor-widget-text-editor\" data-id=\"01315ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Development teams often practice continuous integration in small pieces of code before building an application. Here usually, a linear flow is established. The whole thing can go from start to finish in no time. One common mistake is applying the same linear thinking when moving from continuous integration to continuous distribution. So, if you&#8217;re doing everything in parallel, your continuous delivery system needs to innovate in managing dependencies.\u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f7e91b elementor-widget elementor-widget-heading\" data-id=\"4f7e91b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Button Push Pattern\u00a0\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0507591 elementor-widget elementor-widget-text-editor\" data-id=\"0507591\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>When starting a pipeline, the pipeline is entirely either automated or manual. Push the button. Push pattern enables human approval. Finish line preferably than completely removing the human element. This enables one more validation for compliance, regulatory, or confidence-building reasons.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-395d7d3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"395d7d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5ca63c elementor-widget elementor-widget-text-editor\" data-id=\"b5ca63c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>At ISmile Technologies, we see DevOps as a no-touch Continuous Integration\/Continuous Deployment (CI\/CD) driven software delivery approach. An approach that believes that a single integrated delivery function from requirements to production will provide higher business value to customers efficiently. <span style=\"color: #14a49c;\"><a style=\"color: #14a49c;\" href=\"http:\/\/ismiletechnologies.com\/contact-us\/\">Schedule a free assessment<\/a><\/span>\u00a0today.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e09da7d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e09da7d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-e5b73b0\" data-id=\"e5b73b0\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0020de0 elementor-widget elementor-widget-spacer\" data-id=\"0020de0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-01fee9c\" data-id=\"01fee9c\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-83af9f0 elementor-widget elementor-widget-heading\" data-id=\"83af9f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">CLOUD ENGINEER<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b13631 elementor-widget elementor-widget-heading\" data-id=\"0b13631\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Vignesh R<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bcc9fa6 elementor-widget elementor-widget-text-editor\" data-id=\"bcc9fa6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Vignesh is a cloud engineer with a demonstrated history of working in multiple cloud platforms like AWS, Azure, and GCP. His expertise proves in providing and implementing solutions for the organization.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>What is CI\/CD? A CI\/CD pipeline is an executable specification of the steps a developer must perform when delivering a new version of a software product. Engineers would still have to perform these steps manually and less productively without an automated pipeline.\u00a0\u00a0 The goal of a successful continuous delivery process is to minimize the time [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":36678,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[],"class_list":["post-36662","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/posts\/36662","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/comments?post=36662"}],"version-history":[{"count":16,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/posts\/36662\/revisions"}],"predecessor-version":[{"id":36759,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/posts\/36662\/revisions\/36759"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/media\/36678"}],"wp:attachment":[{"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/media?parent=36662"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/categories?post=36662"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/tags?post=36662"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}