{"id":15436,"date":"2023-11-27T15:51:00","date_gmt":"2023-11-27T15:51:00","guid":{"rendered":"http:\/\/abstracta.us\/blog\/?p=15436"},"modified":"2025-05-05T21:19:08","modified_gmt":"2025-05-05T21:19:08","slug":"what-is-observability-testing-and-why-is-it-so-important-to-quality","status":"publish","type":"post","link":"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/","title":{"rendered":"What is Observability Testing and Why Is It So Important to Quality?"},"content":{"rendered":"\n<p>When it comes to building quality software, why is Observability so critical? Does it help deal with the &#8220;unknown unknowns&#8221; of software quality today? How does observability relate to monitoring, testing, and chaos engineering? Let&#8217;s find out in this article, featuring Federico Toledo and Lisa Crispin&#8217;s voices.<\/p>\n\n\n\n<p>When it comes to building quality software, conducting observability cannot be overstated. But why? Does it help deal with the \u201cunknown unknowns\u201d? How is it related to monitoring, software testing, and chaos engineering? Let&#8217;s delve into these questions and more in this article, featuring Federico Toledo and Lisa Crispin&#8217;s voices.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh5.googleusercontent.com\/g2tEBQEGh6yD6lf8QLYx3QM3xlhgITMuhRpmAlf54G5-J1ulw91IMdyRPmVVnHCNYWQVC8y8TcG3DcpUWuOlrWiPMOFDIWmpK5zP3PkPa7boaWzyqMw633DMEyFdogjyj250SaWSuxRy6uCPbmoyd8V_OcYpCS64AyST5hgsNirj36rJ52wAWHf_maAWiw\" alt=\"Observability Testing\"\/><\/figure>\n\n\n\n<p><strong>Have you ever stopped to think about the relevance of applying observability testing on a daily basis? Some time ago, Federico Toledo, CQO at Abstracta, interviewed Lisa Crispin for his podcast&nbsp;<\/strong><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/soundcloud.com\/qualitysensepodcast\/lisa-crisping-observability-from-a-testers-perspective?utm_source=abstracta.us&amp;utm_campaign=wtshare&amp;utm_medium=widget&amp;utm_content=https%253A%252F%252Fsoundcloud.com%252Fqualitysensepodcast%252Flisa-crisping-observability-from-a-testers-perspective\"><strong>Quality Sense<\/strong><\/a><strong>.&nbsp;<\/strong>She co-founded the Agile Test Fellowship with Janet Gregory and is the author of numerous influential books on agile testing.&nbsp;<\/p>\n\n\n\n<p>As we move further into the digital age, the concept of observability continues to grow in significance and garner more attention across industries.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_Does_Observability_Testing_Mean\"><\/span>What Does Observability Testing Mean?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Observability plays a pivotal role in understanding a system&#8217;s behavior. <strong>It provides an in-depth insight into the inner workings of a system, facilitating the identification and diagnosis of potential problems that may occur at any stage of the software delivery life cycle, even in the production environment.<\/strong><\/p>\n\n\n\n<p>From the initial development phase right through to deployment, including production testing, and extending into maintenance, it enhances our ability to monitor the system&#8217;s health, performance, and functionality.<\/p>\n\n\n\n<p><strong>Observability supports the measurement and improvement of key performance indicators (KPIs) related to system performance, incident response, and operational metrics. It provides valuable insights for optimizing performance. By enabling teams to effectively detect and resolve issues, observability ensures smoother operation and reliability of the system.<\/strong><\/p>\n\n\n\n<p>Moreover, observability is not just limited to identifying problems.<strong> It aids in comprehending how different components of a system interact with each other. And also how these interactions influence the overall performance of the system.<\/strong><\/p>\n\n\n\n<p>In this article, we will go over the main concepts Federico and Lisa discussed in their episode of Quality Sense Podcast.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_Observability_in_Software_Testing\"><\/span><strong>What is Observability in Software Testing?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>According to Lisa, even people working in operations who have done monitoring and log-in don&#8217;t really know what test observability is about. Sometimes they get confused and think it&#8217;s just a new name for monitoring.<\/p>\n\n\n\n<p>There is a lot of debate around observability <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/agiletestingdays.com\/blog\/continuous-testing-in-agile-and-continuous-delivery-environments\/\">testing in Agile<\/a> and also in traditional software testing! But if something is sure is that it is definitely different from monitoring.<\/p>\n\n\n\n<p><strong>Lisa explained, \u201cObservability is instrumenting more things in our code, more events in our system so that if something goes wrong that we totally could not have imagined that could happen (even with all of the risk assessment and things that we did in advance), we can still delve into what has gone wrong and see what to do about it. We can also trace what users did. <\/strong>So, even though we really have a lot of complex distributed systems now, we can see what path our users took through our application&#8221;.<\/p>\n\n\n\n<p>She then went deeper: \u201cBeing able to implement observability allows us to trace what users did across all the different services and APIs to see exactly all the steps they took. So we can reproduce or directly fix the problem.&nbsp;<strong>It&#8217;s a way to explore the infrastructure and production environments using really sophisticated and modern observability tools&nbsp;<\/strong>that are available to us. And also because we&#8217;re able to store huge amounts of data at an affordable cost now.\u201d<\/p>\n\n\n\n<p>Federicoremarked that, as part of the software testing process, observability is key to having the possibility of \u201canalyzing more things in different parts of the operating systems because the systems have more components and more things to monitor or analyze.\u201d&nbsp;<\/p>\n\n\n\n<p><strong>\u201cBasically, we have to prepare for possible problems that we don&#8217;t know about,\u201d outlined Federico. Observability tools (and also monitoring tools) can help us a lot on this path. These issues are known as \u201cUnknown Unknowns,\u201d and they are undoubtedly one of the biggest challenges when we seek to uncover valuable information about the system as part of our testing process.<\/strong><\/p>\n\n\n\n<p><strong>All this with the aim of reaching a competitive advantage, enriching the customer experience, accomplishing business objectives, fostering digital transformation, and building quality software.<\/strong><\/p>\n\n\n\n<p><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/why-us\/case-studies\/\"><strong>Discover our software testing case studies<\/strong><\/a><strong> that show how we&#8217;ve helped top brands achieve their business and development goals.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Why_is_Observability_an_Important_Issue_in_Testing\"><\/span><strong>Why is Observability an Important Issue in Testing?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>In the context of continuous delivery, continuous integration, and agile teams, the challenges in the digital era have grown. As the software development process becomes increasingly complex, it becomes progressively more difficult to thoroughly test every aspect of it.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Growing_Challenges_in_the_Digital_Era\"><\/span><strong>Growing Challenges in the Digital Era<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Modern applications are intricate ecosystems of interconnected components, and traditional software testing approaches often fall short of providing a comprehensive view of their behavior. This is where conducting comprehensive observability comes into play as a crucial element of <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/blog\/software-testing\/testing-strategy-software-testing-maturity-model\/\">effective testing strategies<\/a>.<\/p>\n\n\n\n<p>In this context, Federico Toledo and Lisa Crispin agreed that the goal of observability and conduct testing is basically<strong>&nbsp;the same<\/strong>. \u201cBecause it&#8217;s like getting information about the usage of the system or the quality, or considering different aspects of the application with the goal of providing this information to someone who is going to make a decision\u201d, he said.<\/p>\n\n\n\n<p>\u201cWe still want to do all the testing we can before we release. But we have to take advantage of all these extra approaches like observability\u201d specified Lisa.<\/p>\n\n\n\n<p><strong>&#8220;I think it&#8217;s all part of the package and testers need to be involved on both sides of that continuous delivery loop or DevOps loop<\/strong>. We need to be involved all the way around because we need that firsthand knowledge of what&#8217;s going on in production as well,\u201d she added.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Shift-Right_Practices_and_Test_Observability\"><\/span><strong>Shift-Right Practices and Test Observability<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Mat\u00edas Fornara, leader of the <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/blog\/test-automation\/benefits-of-automated-functional-testing\/\">automation<\/a> hub at Abstracta, explained that<strong> with the popularization of the DevOps concept, Shift-Right practices have also become linked to application release, configuration, and better monitoring processes.<\/strong><\/p>\n\n\n\n<p>Undeniably, a critical component of this path is associated with test observability. All in all, observability aims to achieve a detailed understanding, customer satisfaction, and positive business impact.<\/p>\n\n\n\n<p>Building on this, when applying Shift-Right practices and integrating observability into the process, organizations can gain invaluable insights into how their systems operate in real-world conditions.<\/p>\n\n\n\n<p>Observability&#8217;s primary aim is to achieve a detailed understanding of the system during its operation. This detailed understanding enhances the capacity to react promptly and effectively to any issues that arise post-deployment, thereby reducing system downtime and improving customer satisfaction.<\/p>\n\n\n\n<p><strong>Observability not only allows for the detection and resolution of problems but also offers a broader view of system performance and user behavior. <\/strong>These insights can guide further the development process, making it increasingly aligned with actual user needs and behavior.<\/p>\n\n\n\n<p><strong>Don&#8217;t miss this article! <\/strong><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/blog\/testing-strategy\/shift-left-testing-shift-right-testing\/\">Shift-Left Testing &amp; Shift-Right Testing, a Possible Strategy<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Observability_Testing_and_Conduct_Testing\"><\/span><strong>Observability Testing and Conduct Testing<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>Federico Toledo emphasized the significant role that chaos engineering plays in enabling teams to assess the observability of their systems.<\/strong> By deliberately injecting errors into the system, the entire team gains valuable insights into their ability to analyze and address potential issues using the available information.<\/p>\n\n\n\n<p>This practice goes beyond simply identifying flaws; it also fosters a culture of resilience and adaptability within the team. Additionally, chaos engineering allows for the identification of any weak points in the system&#8217;s monitoring and alerting capabilities, highlighting areas that may require further improvement.<\/p>\n\n\n\n<p>This proactive approach empowers teams to proactively strengthen their systems, ensuring that they can confidently handle unexpected scenarios and maintain the overall stability and reliability of their applications.<\/p>\n\n\n\n<p><strong>Lisa Crispin exclaimed, \u201cChaos engineering is one way to discover the unknown unknowns.\u201d<\/strong><\/p>\n\n\n\n<p><strong>In short: testers should be involved because observability is a property of their systems. They need to know the architecture and the technology behind their systems to be able to understand where to pay attention to be able to test how observable their systems are.<\/strong><\/p>\n\n\n\n<p><strong>We invite you to read this article: <\/strong><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/blog\/software-testing\/why-abstractas-testers-can-elevate-your-software-quality\/\"><strong>Why Abstracta\u2019s Testers Can Elevate Your Software Quality<\/strong><\/a><strong>.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Some_Stats\"><\/span><strong>Some Stats<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Recent research published by<a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/splunk.com\/en_us\/form\/state-of-observability.html\"><strong>Splunk<\/strong><\/a><strong>&nbsp;explained that as the evolution to hybrid, multi-cloud infrastructure continues, organizations are encountering escalated complexity, lower visibility, and intensifying burnout.<\/strong>&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Fluid_Observability\"><\/span><strong>Fluid Observability<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u201cFluid observability is the antidote\u2026&nbsp;<\/strong>As observability becomes essential, leaders extend multi-cloud visibility and dramatically improve digital experiences,<strong>\u201d it held.<\/strong>&nbsp;\u201cOrganizations that build a rich observability practice into everything they do can expect to see compounding benefits in security, system&#8217;s performance, and cost savings each year.\u201d<\/p>\n\n\n\n<p>The research includes a survey of 1,250 observability practitioners, managers, and experts on this topic.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Key_Survey_Outcomes\"><\/span><strong>Key Survey Outcomes<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Some of their results revealed that:<\/h4>\n\n\n\n<p>\u2714\ufe0fObservability leaders are 2.1 times as likely to say that they can detect problems in internally developed applications in minutes.<\/p>\n\n\n\n<p>\u2714\ufe0fLeaders report a 69% better mean time to resolution for unplanned downtime or performance degradation.<\/p>\n\n\n\n<p>\u2714\ufe0f Leaders&#8217; average annual cost of downtime associated with business-critical internally developed applications is $2.5 million, versus $23.8 million for beginners.<\/p>\n\n\n\n<p><strong>Observability remains a huge challenge. There is no doubt that there&#8217;s still much to come!<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Future_of_Observability\"><\/span><strong>The Future of Observability<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u201cThe future of observability is a continued expansion throughout the IT organization. For all but the youngest digital-native businesses, traditional IT operations have bigger teams and bigger budgets than DevOps and observability. But the proliferation of clouds and the constant pressure to move faster will drive observability forward,\u201d concluded the report.&nbsp;<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/images.surferseo.art\/735c469d-8d2d-4e65-9add-b4ed38940944.png\" alt=\"Quality Sense Podcast- Lisa Crispin &amp; Federico Toledo\"\/><\/figure>\n\n\n\n<p><strong>Would you like to learn more about observability? We recommend you check out Lisa&#8217;s <\/strong><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/soundcloud.com\/qualitysensepodcast\/lisa-crisping-observability-from-a-testers-perspective?utm_source=abstracta.us&amp;utm_campaign=wtshare&amp;utm_medium=widget&amp;utm_content=https%253A%252F%252Fsoundcloud.com%252Fqualitysensepodcast%252Flisa-crisping-observability-from-a-testers-perspective\"><strong>episode<\/strong><\/a><strong>&nbsp;of Quality Sense Podcast!<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Looking for a Quality Assurance Partner for Automation Testing? We are quality partners! Learn more about our <\/strong><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/\"><strong>solutions here<\/strong><\/a><strong> and understand why we have received such praise.<\/strong><\/h4>\n\n\n\n<p>We offer a comprehensive suite of services designed to ensure the smooth and efficient delivery of your software projects. These include <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/solutions\/testing-strategy\">Testing Strategy<\/a>, Software observability, <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/solutions\/functional-testing\">Functional Testing<\/a>, <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/solutions\/test-automation\">Automated Testing<\/a> (also known as Test Automation), <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/solutions\/performance-testing\">Performance Testing<\/a>, Load Testing, <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/solutions\/custom-software-testing-tool-development\">Testing Tool Development<\/a>, <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/solutions\/accessibility-testing\">Accessibility Testing<\/a>, <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/solutions\/security-testing\">Security Testing<\/a>, Exploratory Testing, and <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/solutions\/devops-services\">DevOps Services<\/a>.<\/p>\n\n\n\n<p>Our Software Delivery and Business Process offerings cater to a diverse range of needs, and our focus on observability enables us to help you in every step and every business context. We understand that every project is unique, and we are committed to providing services that match your distinct requirements, enhancing its success at every step of the way.<\/p>\n\n\n\n<p>We encourage you to reach out to us to learn how our services can be beneficial to your business. Our team is always ready to help and looks forward to partnering with you to drive your software projects to the next level.<\/p>\n\n\n\n<p>Don&#8217;t miss this article! <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/abstracta.us\/blog\/software-testing\/raising-the-level-getting-started-with-a-software-testing-partner\/\">Raising the Level: Getting Started with a Software Testing Partner<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/abstracta.us\/wp-content\/uploads\/2023\/09\/contact-us-blog-3-1024x145.jpg\" alt=\"Abstracta's ilustration\"\/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong>Follow us on <\/strong><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/www.linkedin.com\/company\/abstracta\/\"><strong>Linkedin<\/strong><\/a><strong> &amp; <\/strong><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/twitter.com\/AbstractaUS\"><strong>X<\/strong><\/a><strong> to be part of our community!<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>When it comes to building quality software, why is Observability so critical? Does it help deal with the &#8220;unknown unknowns&#8221; of software quality today? How does observability relate to monitoring, testing, and chaos engineering? Let&#8217;s find out in this article, featuring Federico Toledo and Lisa&#8230;<\/p>\n","protected":false},"author":61,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[611],"tags":[321,382],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v14.0.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is Observability Testing and Why Is It So Important? | Abstracta<\/title>\n<meta name=\"description\" content=\"When it comes to building quality software, conducting observability cannot be overstated. But why? Does it help deal with the \u201cunknown unknowns\u201d?\" \/>\n<meta name=\"robots\" content=\"index, follow\" \/>\n<meta name=\"googlebot\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta name=\"bingbot\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is Observability Testing and Why Is It So Important? | Abstracta\" \/>\n<meta property=\"og:description\" content=\"When it comes to building quality software, conducting observability cannot be overstated. But why? Does it help deal with the \u201cunknown unknowns\u201d?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog about AI-powered quality engineering for teams building complex software | Abstracta\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/AbstractaQA\/\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-27T15:51:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-05T21:19:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/abstracta.us\/wp-content\/uploads\/2022\/11\/What-is-Observability-and-How-is-it-Relevant-to-Software-Testing-01.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1250\" \/>\n\t<meta property=\"og:image:height\" content=\"705\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@AbstractaUS\" \/>\n<meta name=\"twitter:site\" content=\"@AbstractaUS\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/abstracta.us\/blog\/#website\",\"url\":\"https:\/\/abstracta.us\/blog\/\",\"name\":\"Blog about AI-powered quality engineering for teams building complex software | Abstracta\",\"description\":\"AI-powered quality engineering\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":\"https:\/\/abstracta.us\/blog\/?s={search_term_string}\",\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/#primaryimage\",\"inLanguage\":\"en-US\",\"url\":\"https:\/\/lh5.googleusercontent.com\/g2tEBQEGh6yD6lf8QLYx3QM3xlhgITMuhRpmAlf54G5-J1ulw91IMdyRPmVVnHCNYWQVC8y8TcG3DcpUWuOlrWiPMOFDIWmpK5zP3PkPa7boaWzyqMw633DMEyFdogjyj250SaWSuxRy6uCPbmoyd8V_OcYpCS64AyST5hgsNirj36rJ52wAWHf_maAWiw\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/#webpage\",\"url\":\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/\",\"name\":\"What is Observability Testing and Why Is It So Important? | Abstracta\",\"isPartOf\":{\"@id\":\"https:\/\/abstracta.us\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/#primaryimage\"},\"datePublished\":\"2023-11-27T15:51:00+00:00\",\"dateModified\":\"2025-05-05T21:19:08+00:00\",\"author\":{\"@id\":\"https:\/\/abstracta.us\/blog\/#\/schema\/person\/1bfcc322c93b05aad83d4c8c2b573a0c\"},\"description\":\"When it comes to building quality software, conducting observability cannot be overstated. But why? Does it help deal with the \\u201cunknown unknowns\\u201d?\",\"breadcrumb\":{\"@id\":\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"item\":{\"@type\":\"WebPage\",\"@id\":\"https:\/\/abstracta.us\/blog\/\",\"url\":\"https:\/\/abstracta.us\/blog\/\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"position\":2,\"item\":{\"@type\":\"WebPage\",\"@id\":\"https:\/\/abstracta.us\/blog\/observability-testing\/\",\"url\":\"https:\/\/abstracta.us\/blog\/observability-testing\/\",\"name\":\"Observability Testing\"}},{\"@type\":\"ListItem\",\"position\":3,\"item\":{\"@type\":\"WebPage\",\"@id\":\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/\",\"url\":\"https:\/\/abstracta.us\/blog\/observability-testing\/what-is-observability-testing-and-why-is-it-so-important-to-quality\/\",\"name\":\"What is Observability Testing and Why Is It So Important to Quality?\"}}]},{\"@type\":[\"Person\"],\"@id\":\"https:\/\/abstracta.us\/blog\/#\/schema\/person\/1bfcc322c93b05aad83d4c8c2b573a0c\",\"name\":\"Natalie Rodgers, Marketing Team Lead at Abstracta\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/abstracta.us\/blog\/#personlogo\",\"inLanguage\":\"en-US\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9a23da822367e20ddb98b59d5273eb3e?s=96&d=blank&r=g\",\"caption\":\"Natalie Rodgers, Marketing Team Lead at Abstracta\"},\"description\":\"Marketing Team Lead &amp; AI SEO Specialist at Abstracta\",\"sameAs\":[\"https:\/\/www.linkedin.com\/in\/natalierodgersok\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","_links":{"self":[{"href":"https:\/\/abstracta.us\/blog\/wp-json\/wp\/v2\/posts\/15436"}],"collection":[{"href":"https:\/\/abstracta.us\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/abstracta.us\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/abstracta.us\/blog\/wp-json\/wp\/v2\/users\/61"}],"replies":[{"embeddable":true,"href":"https:\/\/abstracta.us\/blog\/wp-json\/wp\/v2\/comments?post=15436"}],"version-history":[{"count":3,"href":"https:\/\/abstracta.us\/blog\/wp-json\/wp\/v2\/posts\/15436\/revisions"}],"predecessor-version":[{"id":16183,"href":"https:\/\/abstracta.us\/blog\/wp-json\/wp\/v2\/posts\/15436\/revisions\/16183"}],"wp:attachment":[{"href":"https:\/\/abstracta.us\/blog\/wp-json\/wp\/v2\/media?parent=15436"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/abstracta.us\/blog\/wp-json\/wp\/v2\/categories?post=15436"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/abstracta.us\/blog\/wp-json\/wp\/v2\/tags?post=15436"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}