{"id":96977,"date":"2024-07-31T13:04:30","date_gmt":"2024-07-31T13:04:30","guid":{"rendered":"https:\/\/staging.checkmarx.com\/?post_type=learn&#038;p=96977"},"modified":"2026-04-10T20:06:04","modified_gmt":"2026-04-10T18:06:04","slug":"devsecops-best-practices","status":"publish","type":"learn","link":"https:\/\/checkmarx.com\/learn\/developers\/devsecops-best-practices\/","title":{"rendered":"DevSecOps Best Practices for Application Security Teams"},"content":{"rendered":"<h2 class=\"article-anchor\" id=\"article-anchor-1\">Summary<\/h2>\n<blockquote>\n<p><span style=\"font-weight: 400;\">DevSecOps is a cultural shift that allows organizations to implement security best practices throughout the software development lifecycle. This article covers the <\/span><span style=\"font-weight: 400;\">DevSecOps framework<\/span><span style=\"font-weight: 400;\">, and includes a <\/span><span style=\"font-weight: 400;\">DevSecOps testing checklist<\/span><span style=\"font-weight: 400;\"> to make sure you have all your bases covered when implementing <\/span><span style=\"font-weight: 400;\">DevSecOps best practices.\u00a0<\/span><\/p>\n<\/blockquote>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/checkmarx.com\/learn\/devsecops\/devsecops\/\">DevSecOps<\/a> is a methodology that integrates security alongside development and operations to create a <\/span><span style=\"font-weight: 400;\">shared culture of responsibility <\/span><span style=\"font-weight: 400;\">across the business. When you implement a <\/span><span style=\"font-weight: 400;\">DevSecOps framework<\/span><span style=\"font-weight: 400;\"> around application security, you are ensuring that security is considered at every stage of the software development life cycle (<a href=\"https:\/\/checkmarx.com\/learn\/devsecops\/a-secure-sdlc-with-static-source-code-analysis-tools\/\">SDLC<\/a>), including as early as possible in design and development, through to testing, deployment and runtime operations.\u00a0<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-96725 size-large\" src=\"https:\/\/checkmarx.com\/wp-content\/uploads\/2024\/03\/Application-security-mix-1024x573.png\" alt=\"application security mix\" width=\"1024\" height=\"573\" srcset=\"https:\/\/checkmarx.com\/wp-content\/uploads\/2024\/03\/Application-security-mix-1024x573.png 1024w, https:\/\/checkmarx.com\/wp-content\/uploads\/2024\/03\/Application-security-mix-300x168.png 300w, https:\/\/checkmarx.com\/wp-content\/uploads\/2024\/03\/Application-security-mix-768x430.png 768w, https:\/\/checkmarx.com\/wp-content\/uploads\/2024\/03\/Application-security-mix.png 1418w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2 class=\"article-anchor\" id=\"article-anchor-2\">\n<span style=\"font-weight: 400;\">How Does the <\/span><span style=\"font-weight: 400;\">DevSecOps Framework<\/span><span style=\"font-weight: 400;\"> Detect Security Gaps?<\/span>\n<\/h2>\n<p><span style=\"font-weight: 400;\">A robust DevSecOps framework supports security teams in detecting security gaps in a number of ways. For example, automated security testing such as Static Application Security Testing (SAST), Dynamic Application Security Testing (DAST) and <a href=\"https:\/\/checkmarx.com\/cxsca-open-source-scanning\/\">Software Composition Analysis (SCA)<\/a> are tools that are integrated into the SDLC as part of the DevSecOps process, and analyze code, components and applications for vulnerabilities. Automation can also scan for code in Infrastructure as Code (IaC) with automated policy enforcement or preset queries, alongside real-time monitoring and log analysis to detect any potential threats in applications and infrastructure.\u00a0<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-96970 size-large\" src=\"https:\/\/checkmarx.com\/wp-content\/uploads\/2024\/07\/devsecops-1024x575.webp\" alt=\"devsecops process diagram\" width=\"1024\" height=\"575\" srcset=\"https:\/\/checkmarx.com\/wp-content\/uploads\/2024\/07\/devsecops-1024x575.webp 1024w, https:\/\/checkmarx.com\/wp-content\/uploads\/2024\/07\/devsecops-300x168.webp 300w, https:\/\/checkmarx.com\/wp-content\/uploads\/2024\/07\/devsecops-768x431.webp 768w, https:\/\/checkmarx.com\/wp-content\/uploads\/2024\/07\/devsecops.webp 1101w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">In a DevSecOps pipeline, security tools and systems will be automatically embedded into Continuous Integration and Continuous Deployment processes, so that when code is integrated, built, and deployed &#8211; teams can ensure they are reducing risk.\u00a0<\/span><\/p>\n<h2 class=\"article-anchor\" id=\"article-anchor-3\"><span style=\"font-weight: 400;\">Key DevSecOps Metrics to Track<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">In order to keep track of how effective the DevSecOps framework is, organizations turn to robust reporting and analytics, tracking metrics including:\u00a0<\/span><\/p>\n<p><b>Mean-Time-to-Detect (MTTD): <\/b><span style=\"font-weight: 400;\">How long does it take your team to uncover a vulnerability or a security incident when it occurs?\u00a0<\/span><\/p>\n<p><b>Mean-Time-to-Respond (MTTR): <\/b><span style=\"font-weight: 400;\">Once discovered, how long does it take to resolve an issue and validate that it has been mitigated?\u00a0<\/span><\/p>\n<p><b>Number of vulnerabilities detected:<\/b><span style=\"font-weight: 400;\"> During development, how many vulnerabilities have been identified? Note that a low number may be a sign of false negatives.\u00a0<\/span><\/p>\n<p><b>Coverage:<\/b><span style=\"font-weight: 400;\"> How much of the overall codebase is being scanned automatically by security testing tools?\u00a0<\/span><\/p>\n<h2 class=\"article-anchor\" id=\"article-anchor-4\"><span style=\"font-weight: 400;\">Understanding DevSecOps Integrations<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">When thinking about DevSecOps best practices, integrations are a core element of any security strategy. Without strong integrations, teams can struggle with visibility across tools and platforms, or experience difficulties sharing data and communicating to the c-suite.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Your DevSecOps tools should either include or easily integrate with a wide array of other tools. Think Version Control Systems like Git that track changes and allow developers to collaborate on code, Source Code Managers (SCM) such as GitHub, BitBucket, Azure DevOps and more, CI\/CD pipelines for automated building, testing and deployment, security testing tools including SAST, SCA and IaC testing, tools that offer easy feedback and ticketing, configuration management, and ongoing monitoring and logging solutions.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To meet developers where they are, testing tools for example should be able to run seamlessly in their choice of Integrated Development Environment (IDE) so that they have the option to review and fix code directly from the scan.\u00a0\u00a0<\/span><\/p>\n<h2 class=\"article-anchor\" id=\"article-anchor-5\"><span style=\"font-weight: 400;\">DevSecOps Testing Checklist<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A robust DevSecOps framework will include a range of security testing from pre-development to deployment and beyond. You can use this checklist to ensure that you\u2019re being comprehensive about security across the entire SDLC.\u00a0<\/span><\/p>\n<ul>\n<li>\n<strong>Pre-development<\/strong><b>: <\/b><span style=\"font-weight: 400;\">Perform a thorough risk assessment, including identifying potential vulnerabilities, and assessing which risks are associated with various components and flows. Look for tools that help you to prioritize risk that is exploitable in your business context or relevant to your compliance requirements so that you can channel mitigation efforts where they are needed the most.<\/span>\n<\/li>\n<li>\n<strong>Development and Build<\/strong><b>: <\/b><span style=\"font-weight: 400;\">Enforce secure coding standards, including offering <\/span><a href=\"https:\/\/checkmarx.com\/product\/codebashing-secure-code-training\/?utm_keyword=&amp;utm_campaign=Europe-AD-20240101-ALL_LEVEL-GOOGLE-DES-PER-SEARCH-DSA-LP-Europe&amp;utm_source=google&amp;utm_medium=cpc&amp;utm_term=&amp;hsa_acc=2852355864&amp;hsa_cam=20892068058&amp;hsa_grp=158697984473&amp;hsa_ad=686052675762&amp;hsa_src=g&amp;hsa_tgt=dsa-2319200108568&amp;hsa_kw=&amp;hsa_mt=&amp;hsa_net=adwords&amp;hsa_ver=3&amp;gad_source=1&amp;gclid=CjwKCAjwtNi0BhA1EiwAWZaANM99-vo-o7WaX0HwcCojfoTzI2M9ot8_bspsEgQxkASBfblWWLR5PRoCCcIQAvD_BwE\"><span style=\"font-weight: 400;\">personalized training<\/span><\/a><span style=\"font-weight: 400;\"> to developers in a continuous way. Integrate SAST into the IDE, performing static code analysis to find any vulnerabilities in the source code early and handle them ahead of time, and Software Composition Analysis (SCA) to scan open-source components and libraries for malicious content or vulnerabilities. Incorporate automated security tests into CI\/CD pipelines to reduce manual effort, and scan and update dependencies as necessary.<\/span>\n<\/li>\n<li aria-level=\"1\">\n<strong>Testing<\/strong><b>: <\/b><span style=\"font-weight: 400;\">Dynamic Application Security Testing (<a href=\"https:\/\/checkmarx.com\/checkmarx-dast\/\">DAST<\/a>) can be used at the testing stage to identify any vulnerabilities in running applications, and simulate attacks such as cross-site scripting, SQL injection, or authentication issues. Include tools and processes that uncover AI-related risks such as scanning AI-generated code, as well as cloud support for IaC testing to manage configurations, and container security.\u00a0<\/span>\n<\/li>\n<li aria-level=\"1\">\n<strong>Deployment<\/strong><b>: <\/b><span style=\"font-weight: 400;\">Prior to deployment, make sure the whole application and infrastructure can be scanned for vulnerabilities, and perform environment hardening by disabling any unnecessary services or ports. Moving forward, implement runtime protections, including continuous monitoring and logging to detect any potential security incidents and respond quickly. Make sure that you have a robust incident response plan, and establish a feedback loop or open communication channel between Development, Operations, and Security teams for continuous improvement.\u00a0\u00a0<\/span>\n<\/li>\n<\/ul>\n<h2 class=\"article-anchor\" id=\"article-anchor-6\"><span style=\"font-weight: 400;\">The Impact of AI on DevSecOps Practices<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The introduction in the early 2020s of sophisticated new types of AI technology has had an important impact on DevSecOps, with consequences for the tools and techniques that teams use to practice DevSecOps.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI in general is not new in the context of security; on the contrary, security teams have long used machine learning as a way of detecting anomalies. However, the increasing sophistication of AI tools and services, combined with the maturation of new types of AI \u2013 particularly, generative AI \u2013 has opened the door to novel DevSecOps practices, such as:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<strong>Using AI to summarize security alerts or notifications<\/strong><span style=\"font-weight: 400;\">: This makes it easier for stakeholders to parse security insights, which in turn helps enable the efficient collaboration that is a core goal of DevSecOps.<\/span>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<strong>Generating remediation guidance<\/strong><span style=\"font-weight: 400;\">: AI DevSecOps tools that can automatically suggest how to remediate vulnerabilities help to speed up the remediation process and reduce the time and effort that developers need to spend implementing fixes. This is another reflection of how AI can optimize collaboration in DevSecOps.<\/span>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<strong>Assessing complex risks<\/strong><span style=\"font-weight: 400;\">: By correlating data from a wide range of sources, AI can provide custom analyses of how severe a given security threat is based on the unique configurations and risk tolerance of an organization. In this way, AI tools help DevSecOps practitioners determine which risks and threats to prioritize.<\/span>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<strong>Speeding DevSecOps processes<\/strong><span style=\"font-weight: 400;\">: AI helps to improve the speed and efficiency of risk detection, analysis, and response, leading to faster overall DevSecOps processes. It also reduces the time that practitioners need to spend on manual risk assessment and remediation, allowing them to devote more to other tasks \u2013 such as hardening systems in ways that make them more challenging to breach in the first place.<\/span>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">In short, AI brings a new level of efficiency and scalability to DevSecOps. It doesn\u2019t change the fundamentals of DevSecOps practices like risk detection, assessment, and remediation, but it helps teams perform those practices faster and with less manual effort than ever before.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It\u2019s important to note, however, that AI in DevSecOps has its limitations. AI tools and services can make mistakes, such as \u201challucinating\u201d code that they deem risky. For this reason, organizations should be careful to implement processes that verify AI-generated security insights prior to acting on them.<\/span><\/p>\n<h2 class=\"article-anchor\" id=\"article-anchor-7\">\n<span style=\"font-weight: 400;\">How Does Checkmarx One Support <\/span><span style=\"font-weight: 400;\">DevSecOps Best Practices<\/span><span style=\"font-weight: 400;\">?<\/span>\n<\/h2>\n<p><span style=\"font-weight: 400;\">At Checkmarx, we use <\/span><a href=\"https:\/\/checkmarx.com\/solutions\/devsecops\/\"><span style=\"font-weight: 400;\">DevSecOps best practices<\/span><\/a><span style=\"font-weight: 400;\"> to build our comprehensive application security solution, supporting organizations in making the cultural change necessary to protect applications from code to cloud. Here are some of the key tenets of DevSecOps, and how Checkmarx One supports implementation in your own environment.\u00a0<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<b>Shift left security: <\/b><span style=\"font-weight: 400;\">One of the crucial aspects of DevSecOps is to integrate security measures early and continuously throughout the SDLC so that time and money is not wasted on rework, or worse &#8211; on the impact of a data breach. Generally speaking, the earlier a vulnerability is found &#8211; the lower the cost of the fix. Checkmarx One supports developers from their first line of code, allowing the business to shift left on application vulnerabilities and source code errors at the earliest possible stage and shift everywhere throughout the entire SDLC, from code-to-cloud.\u00a0<\/span>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<b>Automation:<\/b><span style=\"font-weight: 400;\"> Automating security tests in the CI\/CD pipeline can reduce manual effort and add efficiencies to the way development, security and operations teams work. With Checkmarx One, we understand the power of automation with the human touch, offering the tools to ensure that balance. That includes features such as providing best-fix locations to help developers find where and how to fix a vulnerability, guided remediation in IaC, and auto-remediation tools in SAST to speed up the pace of secure development.<\/span>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<b>Collaboration: <\/b><span style=\"font-weight: 400;\">At its heart, DevSecOps is about fostering a collaborative approach between teams that traditionally may have gone head-to-head. Using Checkmarx One to implement security across the entire SDLC and <\/span><a href=\"https:\/\/checkmarx.com\/solutions\/developer-experience\/\"><span style=\"font-weight: 400;\">empower developers<\/span><\/a><span style=\"font-weight: 400;\"> with the tools to act with autonomy means that all teams get what they need. This reduces friction, and supports an atmosphere of collaboration and shared responsibility for security across the business.\u00a0<\/span>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<b>Continuous testing: <\/b><span style=\"font-weight: 400;\">Ensuring visibility and validation is an important element of the DevSecOps culture. A wide range of integrated testing tools and scanning options makes this possible on the Checkmarx One platform, including SAST, DAST, SCA, IaC security and more. These continuously scan and test alongside the regular development workflow, ensuring security is not a hurdle to innovation. Checkmarx One works continuously to promote and increase secure application development directly in the IDE where developers are working.\u00a0<\/span>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Looking to make a cultural shift and implement the DevSecOps mindset in your organization? <\/span><a href=\"https:\/\/checkmarx.com\/request-a-demo\/\"><span style=\"font-weight: 400;\">Schedule a demo of Checkmarx One<\/span><\/a><span style=\"font-weight: 400;\"> and see how it works for yourself.\u00a0<\/span><\/p>\n<h2 class=\"article-anchor\" id=\"article-anchor-8\">FAQ<\/h2>\n<h3>How does automated security testing benefit DevSecOps?<\/h3>\n<p><span style=\"font-weight: 400;\">Automated security tests help to identify risks more quickly and routinely. This makes DevSecOps processes more consistent because tests will always be carried out in the same way \u2013 which is not necessarily true if AppSec teams test manually.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In addition, automated security testing often helps practitioners identify security risks as early as possible in the software development lifecycle. The earlier security teams find issues, the simpler it usually is for software developers to fix those issues, since issues that are not caught until later in the application lifecycle may require developers to overhaul a greater amount of code. In this respect, automated security tests help drive collaboration between security teams and developers, a key focus of DevSecOps.<\/span><\/p>\n<h3>What tools are commonly used in DevSecOps?<\/h3>\n<p><span style=\"font-weight: 400;\">There are three key types of DevSecOps tools:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<strong>Static Application Security Testing (SAST)<\/strong><span style=\"font-weight: 400;\">, which checks static source code or binaries for risks.<\/span>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<strong>Dynamic Application Security Testing (DAST)<\/strong><span style=\"font-weight: 400;\">, which detects risks by simulating malicious interactions with running applications.<\/span>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<strong>Software Composition Analysis (SCA)<\/strong><span style=\"font-weight: 400;\"> tools, which check whether any third-party code in an application\u2019s software supply chain is insecure.<\/span>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">By integrating these security testing tools with the CI\/CD software that developers use to build applications, DevSecOps practitioners can check for security risks automatically as a core part of the software development process. The ability to close the gap between security and software development is a key focus of DevSecOps.<\/span><\/p>\n<h3>How can organizations foster a security-first culture in DevSecOps?<\/h3>\n<p><span style=\"font-weight: 400;\">Fostering a security-first culture often involves multiple practices or techniques. One step to this end is to deploy security testing tools that automatically integrate security tests into the software development life cycle. This gives stakeholders the tools they need to prioritize security.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Providing AppSec teams and developers with effective communication tools and channels helps, too. The more easily these groups can share security insights and status updates with each other, the better positioned they are to prioritize security.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">From a cultural perspective, it can help to establish a blameless culture in which security is viewed as a collective responsibility. When mistakes or oversights on the part of an individual developer or security analyst lead to security issues, the organization\u2019s approach should not be to punish that individual, but rather to view the incident as a failure of overall security processes \u2013 and as an opportunity to enhance those processes in a way that prevents the issue from recurring in the future.<\/span><\/p>\n<h3>How does DevSecOps handle compliance requirements?<\/h3>\n<p><span style=\"font-weight: 400;\">The best way to address compliance requirements as part of DevSecOps is, first, to identify clearly which practices or security controls the organization must have in place to meet its compliance obligations. For instance, a company could assess relevant compliance frameworks to determine which types of security tests it is required to perform.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Then, the organization can automate the processes or controls necessary to meet compliance mandates and integrate them into the software development life cycle. For example, if compliance rules require certain types of security tests to occur, the organization can deploy DevSecOps tools that automate those tests during software development.<\/span><\/p>\n<h3>How does DevSecOps differ from traditional security approaches?<\/h3>\n<p><span style=\"font-weight: 400;\">Traditionally, security and software development at most organizations were separate functions that each took place in a \u201csilo\u201d \u2013 meaning AppSec teams worked in isolation from software developers. This made it challenging to identify and react efficiently to security issues because AppSec teams were typically the ones to discover those issues, but fixing them required developers to update application code.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">DevSecOps changes this by integrating security directly into the software development life cycle. The result is the ability to identify, assess, and remediate security risks using a unified set of software development and security tools and processes.<\/span><\/p>\n\n<section class=\"section-block-info light-theme\">\n    <div class=\"main-wrapper block-info__wrapper\">\n        <div class=\"block-info center\">\n\t\t\t\n\t\t\t<h2 class=\"section-title article-anchor\" id=\"article-anchor-9\">Integrate and automate application security in every state of your SDLC \u2013 from code to cloud.<\/h2>\t\t\t<p class=\"section-description\">DevSecOps solutions integrate, automate, and operationalize security tools and capabilities with your unique application development process.\u00a0<\/p>\n\t\t\t<div class=\"actions\">\n\t\t\t\t        <a href=\"https:\/\/checkmarx.com\/solutions\/devsecops\/\" class=\"btn btn-2 btn-bg white demo\">Discover DevSecOps<\/a>\n        \t\t\t\t        <a href=\"https:\/\/info.checkmarx.com\/devex-onboarding-best-practices?__hstc=144372074.235f1d35e33efd0ae7e293a56ce072fa.1716210555364.1727702566420.1727760814760.208&#038;__hssc=144372074.2.1727760814760&#038;__hsfp=2599978687\" class=\"btn btn-2 btn-bg border-2 demo\">Best Practices: Proven Appsec Solution Onborading<\/a>\n        \t\t\t<\/div>\n        <\/div>\n    <\/div>\n<\/section>","protected":false},"author":64,"featured_media":97015,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"learn-cat":[861],"class_list":["post-96977","learn","type-learn","status-publish","has-post-thumbnail","hentry","learn-cat-developers"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - 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