{"id":292,"date":"2024-03-27T06:30:00","date_gmt":"2024-03-27T06:30:00","guid":{"rendered":"https:\/\/devopsdriving.smcwpsites.com\/?p=292"},"modified":"2024-03-07T15:07:09","modified_gmt":"2024-03-07T15:07:09","slug":"ai-test-creation-in-devops","status":"publish","type":"post","link":"https:\/\/devopsdriving.smcwpsites.com\/episode\/ai-test-creation-in-devops\/","title":{"rendered":"Should AI Help With Test Creation in DevOps?"},"content":{"rendered":"\n<p>AI Test Creation &#8211; is it possible? AI has the potential to impact the software development lifecycle and testing process, but it requires proper gates and best practices to ensure it is used efficiently and validated.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Should AI Help With Test Creation in #DevOps?\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/n35epEQaNcA?feature=oembed\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Can AI Actually Create Good Tests?<\/h2>\n\n\n\n<p>AI can assist developers and QA professionals in test creation and impact the software development lifecycle. AI can assist in creating tests for DevOps, leading to successful outcomes in the testing field. Test automation alone cannot solve end-to-end process and code quality issues.<\/p>\n\n\n\n<p>Testing at the end is costly, so understanding earlier tests is necessary to avoid bugs in production. Establishing gates with developers early on and ensuring 85% code coverage leads to greater confidence in what hits further gates, allowing for more focused and less costly end testing.<\/p>\n\n\n\n<p>AI should focus on analyzing test results rather than creating tests, as it can provide a range of potential answers that will evolve. Testing logic is important, and AI is the biggest transformational element in the testing field, but proper gates need to be established for its use. AI can revolutionize test creation and QA assets in DevOps, and embracing it with caution is key.<\/p>\n\n\n\n<p>Check out <a href=\"https:\/\/devopsdriving.smcwpsites.com\/episode\/ai-productivity\/\" data-type=\"post\" data-id=\"266\">this video on AI and DevOps<\/a> about the developer experience. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Video Insights on AI Test Creation<\/h2>\n\n\n\n<p>\ud83e\udde0 AI has the potential to impact the software development lifecycle and help with test creation, raising questions about its role in DevOps.<br>\ud83d\udca1 Lack of understanding of earlier tests leads to more tests at the end, increasing the risk of bugs hitting production.<br>\ud83e\udd16 Establishing gates with developers earlier on can ensure greater confidence in code modifications and reduce the need for costly end testing.<br>\ud83e\udd16 The most important aspect for organizations is not the creation of tests, but the analysis of the results, as AI&#8217;s expected behavior is within a range of potential answers that can evolve.<br>\ud83e\udde0 AI in testing requires proper gates and best practices to be established to ensure it is used for efficiency and validated.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-medium-font-size\">\ud83d\udd25 Like and Subscribe \ud83d\udd25 <\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-medium-font-size\">DevOps Driving is sponsored by Tricentis \u25ba <a href=\"https:\/\/www.tricentis.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/www.tricentis.com\/ <\/a><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-medium-font-size\">Make sure to visit them and tell them \u201cThank You\u201d for making this show possible. <\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-medium-font-size\">Want to support the show? Buy Me A Coffee! https:\/\/bit.ly\/3NadcPK <\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-medium-font-size\">\ud83d\udc4b <strong>Connect with me<\/strong> <\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-medium-font-size\">LINKEDIN COMPANY \u25ba <a href=\"https:\/\/bit.ly\/3kICS9g\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/bit.ly\/3kICS9g<\/a><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-medium-font-size\">LINKEDIN PROFILE \u25ba <a href=\"https:\/\/bit.ly\/30Eshp7\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/bit.ly\/30Eshp7<\/a><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-medium-font-size\">TWITTER \u25ba <a href=\"https:\/\/bit.ly\/3HmWF8d\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/bit.ly\/3HmWF8d<\/a><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-medium-font-size\">\ud83d\udd17 <strong>Links To All The Sites: <\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list has-black-color has-text-color has-medium-font-size\">\n<li><strong>Scott Moore Consulting:<\/strong> <a href=\"https:\/\/scottmoore.consulting\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/scottmoore.consulting<\/a> <\/li>\n\n\n\n<li><strong>The Performance Tour:<\/strong> <a href=\"https:\/\/theperformancetour.com\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/theperformancetour.com <\/a><\/li>\n\n\n\n<li><strong>SMC Journal:<\/strong> <a href=\"https:\/\/smcjournal.com\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/smcjournal.com<\/a> <\/li>\n\n\n\n<li><strong>DevOps Driving:<\/strong> <a href=\"https:\/\/devopsdriving.com\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/devopsdriving.com <\/a><\/li>\n\n\n\n<li><strong>Security Champions:<\/strong> <a href=\"https:\/\/thesecuritychampions.com\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/thesecuritychampions.com<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI Test Creation &#8211; is it possible? AI has the potential to impact the software development lifecycle and testing process, but it requires proper gates and best practices to ensure it is used efficiently and validated.<\/p>\n","protected":false},"author":1,"featured_media":294,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"1080","content-type":"","cybocfi_hide_featured_image":"yes","footnotes":""},"categories":[8],"tags":[24,33,30,9,13,22],"class_list":["post-292","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-episode","tag-ai","tag-automation","tag-continuous-testing","tag-devops","tag-episode","tag-testing"],"_links":{"self":[{"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/posts\/292"}],"collection":[{"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/comments?post=292"}],"version-history":[{"count":1,"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/posts\/292\/revisions"}],"predecessor-version":[{"id":295,"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/posts\/292\/revisions\/295"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/media\/294"}],"wp:attachment":[{"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/media?parent=292"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/categories?post=292"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devopsdriving.smcwpsites.com\/wp-json\/wp\/v2\/tags?post=292"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}