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<div class="scriptor-paragraph">CI/CD pipelines are the backbone of modern development. When done right, they save time, streamline workflows, and keep teams focused on building great software. But bad CI/CD practices? They’re the silent killers of productivity—slowing everything down, creating confusion, and undermining the benefits of automation.</div>
<div class="scriptor-paragraph">Let’s dive into some common CI/CD pitfalls and how to avoid them, merging insights from flaky tests to inefficient delivery practices that are holding your pipeline back.</div>
<h2>1. Treating CI/CD as a “Set It and Forget It” System</h2>
<h3 class="scriptor-paragraph"><strong>Bad Practice:<br />
</strong></h3>
<div class="scriptor-paragraph">
<p>Many teams treat their CI/CD pipeline like a magical black box that doesn’t need maintenance once set up. The reality? CI/CD pipelines need care and feeding. Over time, they can grow bloated with unused jobs, outdated dependencies, and redundant steps.</p>
</div>
<h3 class="scriptor-paragraph"><strong>Why It’s a Problem:<br />
</strong></h3>
<div class="scriptor-paragraph">A poorly maintained pipeline becomes slow and unreliable. Developers start ignoring failures or running tests locally to bypass the pipeline entirely, defeating its purpose.</div>
<h3 class="scriptor-paragraph"><strong>Fix It:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165621">Regularly review and clean up your pipeline.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165621">Archive or remove unused workflows.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165621">Optimize build steps to ensure they’re necessary and efficient.</li>
</ul>
<h2>2. Running All Tests, All the Time</h2>
<h3 class="scriptor-paragraph"><strong>Bad Practice:</strong></h3>
<div class="scriptor-paragraph">Running your entire test suite for every change, no matter how minor is a classic mistake. While thorough testing is crucial, running irrelevant tests for small changes is a waste of resources.</div>
<h3 class="scriptor-paragraph"><strong>Why It’s a Problem:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165622">It slows down builds unnecessarily.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165622">Developers waste time waiting for feedback.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165622">It leads to test fatigue, where teams ignore results.</li>
</ul>
<h3 class="scriptor-paragraph"><strong>Fix It:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165623">Implement test segmentation or parallelization.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165623">Use tools to identify and run only the relevant tests based on the changes made.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165623">Adopt a strategy for smoke tests, unit tests, and integration tests at appropriate stages.</li>
</ul>
<h2>3. Ignoring Feedback from the Pipeline</h2>
<h3 class="scriptor-paragraph"><strong>Bad Practice:</strong></h3>
<div class="scriptor-paragraph">When CI/CD pipelines consistently throw errors or warnings that are ignored, it’s a sign that something’s wrong. Either your pipeline is too strict, or your team is too relaxed.</div>
<h3 class="scriptor-paragraph"><strong>Why It’s a Problem:</strong></h3>
<div class="scriptor-paragraph">Ignored warnings and failures lead to a lack of trust in the pipeline. If developers think the pipeline is &#8220;always broken,&#8221; they&#8217;ll bypass it, reintroducing manual errors.</div>
<h3 class="scriptor-paragraph"><strong>Fix It:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165624">Ensure pipelines are reliable and provide meaningful feedback.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165624">Enforce a &#8220;fail-fast&#8221; approach where developers address issues immediately.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165624">Assign ownership for fixing recurring issues in the pipeline.</li>
</ul>
<h2>4. Overcomplicating Pipelines</h2>
<h3 class="scriptor-paragraph"><strong>Bad Practice:</strong></h3>
<div class="scriptor-paragraph">It’s easy to fall into the trap of overengineering your CI/CD setup. Complex pipelines with too many dependencies, stages, or custom scripts become difficult to manage and debug.</div>
<h3 class="scriptor-paragraph"><strong>Why It’s a Problem:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165625">Complexity leads to fragility—one small failure can derail the entire pipeline.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165625">New team members struggle to understand and contribute to the pipeline.</li>
</ul>
<h3 class="scriptor-paragraph"><strong>Fix It:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165626">Keep it simple: build only what you need.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165626">Modularize the pipeline so each stage is self-contained and easy to debug.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165626">Document your setup to make it accessible for everyone on the team.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165626">You do not have to use your traditional DevOps tool for mobile CI/CD. This generally results in a great load of scripts and customizations to maintain. Instead, You can choose from <a href="/mobile-ci-cd-tools" target="_blank" rel="noopener">platforms</a> that are specifically designed for mobile.</li>
</ul>
<h2>5. Skipping Security and Compliance Checks</h2>
<h3 class="scriptor-paragraph"><strong>Bad Practice:</strong></h3>
<div class="scriptor-paragraph">In the rush to push code faster, many teams skip important security and compliance checks. They often view these as &#8220;extra steps&#8221; rather than essential ones.</div>
<h3 class="scriptor-paragraph"><strong>Why It’s a Problem:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165627">It leaves your software vulnerable to attacks.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165627">You risk failing compliance audits, which can have legal and financial consequences.</li>
</ul>
<h3 class="scriptor-paragraph"><strong>Fix It:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165628">Integrate static and dynamic security testing tools into your pipeline.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165628">Automate compliance checks for licenses, dependencies, and configurations.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165628">Make security a shared responsibility across the team.</li>
</ul>
<h2>6. Delivery Without Automation</h2>
<h3 class="scriptor-paragraph"><strong>Bad Practice:</strong></h3>
<div class="scriptor-paragraph">This challenge is particularly pronounced in mobile CI/CD pipelines:</div>
<div class="scriptor-paragraph">Delivering build artifacts (like APKs, IPAs, or AABs) manually to multiple distribution mediums like the App Store, Google Play, and Huawei App Gallery, or to test and QA groups.</div>
<h3><strong>Why It&#8217;s a Problem</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656215">Managing multiple distribution profiles or mediums manually is complicated.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656215">Manual management of environment-specific configurations is time consuming and prone to errors.</li>
</ul>
<h3><strong>Fix It</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656216"><a href="/publish-to-stores" target="_blank" rel="noopener">Automate delivery</a>. Use your CI/CD pipeline to create and distribute artifacts automatically based on rules you define.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656216">Replace manual configurations with environment variables or tools like Xcconfigs and flavors to create different builds from the same source code.</li>
</ul>
<h2>7. Not Optimizing for Speed</h2>
<h3 class="scriptor-paragraph"><strong>Bad Practice:</strong></h3>
<div class="scriptor-paragraph">Slow pipelines kill momentum. Teams lose productivity when they have to wait hours for builds to complete or tests to finish.</div>
<h3 class="scriptor-paragraph"><strong>Why It’s a Problem:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165629">It disrupts the development flow.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac165629">Developers start finding workarounds, like skipping the pipeline entirely.</li>
</ul>
<h3 class="scriptor-paragraph"><strong>Fix It:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656210">Use caching to speed up builds.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656210">Break your pipeline into smaller, independent jobs that run in parallel.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656210">Regularly measure and optimize pipeline performance.</li>
</ul>
<h2>8. Still Relying too much on Manual Steps</h2>
<h3 class="scriptor-paragraph"><strong>Bad Practice:</strong></h3>
<div class="scriptor-paragraph">Your CI/CD pipeline exists to automate repetitive tasks. If you still have manual approvals, deployments, or testing steps that could be automated, you’re holding your team back.</div>
<h3 class="scriptor-paragraph"><strong>Why It’s a Problem:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656211">Manual steps slow everything down.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656211">They introduce inconsistencies and increase the risk of errors.</li>
</ul>
<h3 class="scriptor-paragraph"><strong>Fix It:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656212">Use automation tools to handle as much of the pipeline as possible.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656212">Automate routine tests, deployments, and rollbacks.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656212">If approvals are required, use automated gating mechanisms to streamline the process.</li>
</ul>
<h2>9. Overlooking Environment Standardization</h2>
<div class="scriptor-paragraph">Differences in local, staging, and production environments can lead to &#8220;it works on my machine&#8221; moments—one of the biggest blockers in CI/CD workflows.</div>
<h3><strong>Why It Happens</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656217">Teams rely on individual setups rather than standardized environments.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656217">Inconsistent configurations across machines.</li>
</ul>
<h3><strong>Fix It</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656218">Use containers or virtual machines to ensure a consistent environment across all stages.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656218">Make sure your environments are properly isolated from each other and there is no resource conflicts.</li>
</ul>
<h2>10. Lack of Proper Monitoring and Metrics</h2>
<h3 class="scriptor-paragraph"><strong>Bad Practice:</strong></h3>
<div class="scriptor-paragraph">Many teams don’t monitor their CI/CD pipelines or track metrics like build times, failure rates, or deployment frequency. Without data, you can’t improve.</div>
<h3 class="scriptor-paragraph"><strong>Why It’s a Problem:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656213">You can’t identify bottlenecks or inefficiencies.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656213">It’s harder to debug when something goes wrong.</li>
</ul>
<h3 class="scriptor-paragraph"><strong>Fix It:</strong></h3>
<ul class="">
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656214">Use monitoring tools to track pipeline performance.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656214">Set up alerts for failures or unusual delays.</li>
<li class="scriptor-listItemlist!list-d5bff1ff-4af0-4406-9222-885c4ac1656214">Regularly review metrics to identify and address issues.</li>
</ul>
<h2>Conclusion: Turn Your CI/CD Pipeline Into Your Superpower</h2>
<div class="scriptor-paragraph">A well-designed CI/CD pipeline can be the difference between chaotic development cycles and seamless software delivery. By avoiding these bad practices—like ignoring flaky tests, overcomplicating workflows, or relying on manual delivery—you can unlock the full potential of CI/CD and keep your team moving forward.</div>
<div class="scriptor-paragraph">Automation, standardization, and monitoring are your secret weapons. Use them wisely, and your pipeline won’t just support your team; it’ll empower them to deliver better software, faster.</div>
<div class="scriptor-paragraph">Looking for a platform to streamline your mobile CI/CD pipeline? <a href="https://appcircle.io/" target="_blank" rel="noreferrer noopener">Appcircle</a> provides robust tools for build automation, testing, and delivery, tailored for mobile development teams. Simplify your workflows, eliminate inefficiencies, and focus on building great apps. Start your journey with Appcircle today and transform the way you build and ship software! ?</div>
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