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<!-- End Google Tag Manager (noscript) -->{"id":5748,"date":"2026-11-12T15:41:43","date_gmt":"2026-11-12T10:11:43","guid":{"rendered":"https:\/\/bugasura.io\/blog\/?p=5748"},"modified":"2026-11-12T15:41:43","modified_gmt":"2026-11-12T10:11:43","slug":"passed-locally-failed-in-ci-bug-flaky-test-or-environment","status":"publish","type":"post","link":"https:\/\/bugasura.io\/blog\/passed-locally-failed-in-ci-bug-flaky-test-or-environment\/","title":{"rendered":"It Passed Locally but Failed in CI. Is It a Bug, a Flaky Test, or an Environment Problem?"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\"><\/span> <span class=\"rt-time\"> 11<\/span> <span class=\"rt-label rt-postfix\">minute read<\/span><\/span><p><span data-contrast=\"auto\"><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone wp-image-5749 size-full lazyload\" data-src=\"https:\/\/i0.wp.com\/bugasura.io\/blog\/wp-content\/uploads\/2026\/11\/Test-passed-locally-but-failed-in-CI-scaled.jpg?resize=1080%2C441&#038;ssl=1\" alt=\"\" width=\"1080\" height=\"441\" data-srcset=\"https:\/\/i0.wp.com\/bugasura.io\/blog\/wp-content\/uploads\/2026\/11\/Test-passed-locally-but-failed-in-CI-scaled.jpg?w=1080&amp;ssl=1 1080w, https:\/\/i0.wp.com\/bugasura.io\/blog\/wp-content\/uploads\/2026\/11\/Test-passed-locally-but-failed-in-CI-scaled.jpg?resize=300%2C123&amp;ssl=1 300w, https:\/\/i0.wp.com\/bugasura.io\/blog\/wp-content\/uploads\/2026\/11\/Test-passed-locally-but-failed-in-CI-scaled.jpg?resize=1024%2C419&amp;ssl=1 1024w, https:\/\/i0.wp.com\/bugasura.io\/blog\/wp-content\/uploads\/2026\/11\/Test-passed-locally-but-failed-in-CI-scaled.jpg?resize=768%2C314&amp;ssl=1 768w, https:\/\/i0.wp.com\/bugasura.io\/blog\/wp-content\/uploads\/2026\/11\/Test-passed-locally-but-failed-in-CI-scaled.jpg?resize=1536%2C628&amp;ssl=1 1536w, https:\/\/i0.wp.com\/bugasura.io\/blog\/wp-content\/uploads\/2026\/11\/Test-passed-locally-but-failed-in-CI-scaled.jpg?resize=400%2C164&amp;ssl=1 400w\" data-sizes=\"(max-width: 1080px) 100vw, 1080px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1080px; --smush-placeholder-aspect-ratio: 1080\/441;\" \/><\/span><\/p>\r\n<p><span data-contrast=\"auto\">A test that passes locally but fails in CI is a bug, a flaky test or an environment mismatch, and each needs a different fix. To tell which, save the first failure, reproduce the CI conditions, run the test alone and repeatedly, and change one variable at a time. A retry that passes does not prove the application is correct.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">Treating every failure as an application bug wastes debugging time. Dismissing every failure as a flaky test is equally dangerous because a genuine regression can be overlooked.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">The solution is to investigate the evidence systematically. This guide explains how to distinguish bugs from flaky tests and environment-specific failures, reproduce CI failures locally, design useful diagnostic test cases, and <\/span><a href=\"https:\/\/my.bugasura.io\/?go=sign_up\"><span data-contrast=\"none\">build a more reliable QA workflow.<\/span><\/a><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">What Does It Mean When a Test Passes Locally but Fails in CI?<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<p><span data-contrast=\"auto\">Local testing takes place on a developer&#8217;s or tester&#8217;s machine. CI testing runs automatically in a configured environment when code is pushed. A pull request is opened, or another pipeline trigger occurs.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">The two environments may differ in operating system, browser version, available resources, dependency versions, configuration, network access, and execution order.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">A passing local test establishes only that the test passed under the conditions of that particular run. It does not prove that the application behaves correctly under every supported condition.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">For example, consider a checkout test that verifies whether an order confirmation appears after payment:<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<ul>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Locally: The developer&#8217;s browser, test database, and payment stub are configured correctly. The test passes.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">In CI: The browser is slower, and the test checks for confirmation before the payment response is completed. The assertion fails.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">After investigation: If the application eventually displays the confirmation correctly and the test was checking too early, the test synchronization is faulty. If the confirmation never appears because the application mishandles the payment response, there may be a genuine bug.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<p><span data-contrast=\"auto\">The distinction matters because each cause requires a different fix.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">Flaky Test vs Bug vs Environment Problem<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">1. Application bug<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">The application violates an expected behavior. The failure may be consistent or triggered only by a specific input, timing condition, or supported configuration.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">Example: The checkout API returns a server error for a valid order.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">2. Flaky test<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">The same test produces different outcomes without a relevant change to the application, test, or intended conditions. Uncontrolled timing, state, test order, and external dependencies are common causes.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">Example: A test sometimes clicks on a button before the page finishes loading.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">3. Environment problem<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">The local and CI environments differ in a way that changes execution or prevents the test from running correctly.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">Example: CI uses a different browser version or lacks a required system dependency.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">These categories can overlap. An environment difference can expose a genuine application bug, and a test can be flaky because it depends on environment-specific timing. The goal is to identify the underlying cause, not force every failure into a single category.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">Why Do Tests Pass Locally but Fail in CI?<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">1. Timing and asynchronous operations<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">Modern applications frequently perform asynchronous work: API requests, database queries, background jobs, animations, and UI updates. A test that assumes an operation has finished after a fixed delay can fail when execution is slower.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">For example, a fixed wait does not guarantee that the order request has completed:<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">await page.getByRole(&#8220;button&#8221;, { name: &#8220;Submit&#8221; }).click();<\/span><br \/><span data-contrast=\"auto\">await page.waitForTimeout(500);<\/span><br \/><span data-contrast=\"auto\">await expect(page.getByText(&#8220;Order confirmed&#8221;)).toBeVisible();<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">A better approach is to wait for a meaningful condition:<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">await page.getByRole(&#8220;button&#8221;, { name: &#8220;Submit&#8221; }).click();<\/span><br \/><span data-contrast=\"auto\">await expect(page.getByText(&#8220;Order confirmed&#8221;)).toBeVisible();<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><a href=\"https:\/\/playwright.dev\/docs\/test-assertions\"><span data-contrast=\"none\">Playwright&#8217;s web assertions<\/span><\/a><span data-contrast=\"auto\"> retry until the condition succeeds or the applicable timeout expires. This is more reliable than assuming a particular amount of time is always sufficient. The assertion must still reflect the correct expected behavior.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">2. Different environments and dependencies<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">A local machine might run macOS with one browser version, while CI runs Linux with another browser build. Differences worth checking include:<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<ul>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Operating system, browser, and browser-driver versions.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Runtime and language versions, such as Node.js, Python, or Java.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Package lockfiles and installed dependency versions.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Locale, timezone, character encoding, and system fonts.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Environment variables, feature flags, and configuration files.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Missing browser libraries, certificates, or system packages.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<p><span data-contrast=\"auto\">For example, a screenshot test may fail because text wraps differently under a different font. That does not automatically mean the application&#8217;s business logic is broken, but it may reveal a genuine cross-platform rendering issue if the layout is expected to be consistent.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">3. Test data and shared state<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">Tests often fail when they depend on data created by another test. Imagine that a registration test always creates a user with qa@example.com. It passes when run alone. During CI, the test runs again against a database containing that email address, so registration fails with a duplicate-user error.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">The underlying problem may be test isolation rather than registration logic. Use unique test data, reset the relevant database state, and ensure each test can run independently. Check whether parallel tests modify the same account, record, file, or global variable.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">4. Parallel execution and resource contention<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">CI runners may execute multiple tests at once. A suite that passes sequentially can fail when tests compete for shared resources.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<ul>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"10\" data-aria-level=\"1\"><span data-contrast=\"auto\">Two tests updating the same database record.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"10\" data-aria-level=\"1\"><span data-contrast=\"auto\">Multiple tests using the same port or temporary filename.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"10\" data-aria-level=\"1\"><span data-contrast=\"auto\">A shared account being logged out by another test.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"10\" data-aria-level=\"1\"><span data-contrast=\"auto\">Browser instances competing for memory or CPU.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"10\" data-aria-level=\"1\"><span data-contrast=\"auto\">Rate limits being reached by simultaneous API calls.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<p><span data-contrast=\"auto\">Temporarily running the affected tests sequentially can help isolate the cause. If that resolves the failure, investigate shared state and resource contention before permanently disabling parallel execution.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">5. Network services and CI configuration<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">A test may rely on an external API, authentication provider, test database, or staging service. Network restrictions, expired credentials, rate limits, service outages, and incorrect endpoint URLs can all produce CI failures.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">Pipeline problems also include missing secrets, incorrect job dependencies, incomplete build steps, and using an outdated artifact. Inspect the CI logs and configuration before concluding that the application itself is defective.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">How to Debug Flaky Tests and CI Failures: A Step-by-Step Workflow<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Capture the exact failure<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">Record the failing test name, assertion, stack trace, commit SHA, CI job, browser, runtime, and relevant logs. For UI tests, preserve screenshots, video, or a trace when available.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Reproduce the CI conditions<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">Check out the same commit. Match the runtime, browser, dependencies, environment variables, test data, and execution command as closely as possible. Use the same container image if the pipeline runs in one.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Run the test in isolation<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">Execute the failing test without the rest of the suite. If it passes alone but fails in the full suite, investigate test order, cleanup, shared data, and parallel execution.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Repeat the test and observe the pattern<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">Run it multiple times under controlled conditions. A mixture of passes and failures suggests intermittency, but repeated runs alone cannot establish whether the test, application, or infrastructure is responsible.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Change one variable at a time<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">Compare sequential and parallel runs, local and CI environments, or the current and previous commit. Keep other conditions as consistent as possible to make the results meaningful.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Fix the cause and verify the fix<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">Correct the application defect, improve test synchronization or isolation, or repair the environment. Rerun the targeted test, the relevant regression suite, and the original CI workflow.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"2\"><b><span data-contrast=\"none\">How to identify flaky tests through repeated runs<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<p><span data-contrast=\"auto\">Suppose a test is executed 20 times under comparable conditions and fails 4 times. Its observed failure rate in that sample is:<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><b><span data-contrast=\"auto\">Observed failure rate = (4 \/ 20) \u00d7 100 = 20%<\/span><\/b><span data-ccp-props=\"{&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">This indicates intermittent failure in the sample. It does not prove that the test itself is faulty, nor does it predict the exact failure rate in future runs. A real application defect triggered by a race condition can also produce intermittent results.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">For useful evidence, record the commit, environment, execution mode, failure signature, and outcome of each run. A test that fails only when run in parallel tells a different story from one that fails consistently on every CI execution.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">To keep that evidence organised, see our guide to <\/span><a href=\"https:\/\/bugasura.io\/blog\/test-results-in-software-testing\/\"><span data-contrast=\"none\">analyzing and reporting test results<\/span><\/a><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">Practical Example: Diagnosing a Checkout Test<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<p><span data-contrast=\"auto\">Scenario: An e-commerce customer completes checkout and should see an order confirmation.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<ul>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"15\" data-aria-level=\"1\"><span data-contrast=\"auto\">Input: Valid user credentials, an in-stock product, and a successful payment response from a controlled test payment service.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"15\" data-aria-level=\"1\"><span data-contrast=\"auto\">Expected result: The order is created once, and the confirmation page displays the correct order reference.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"15\" data-aria-level=\"1\"><span data-contrast=\"auto\">Actual result in CI: The test times out while waiting for the confirmation.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<p><span data-contrast=\"auto\">Rather than immediately filing a product defect, the QA engineer investigates the evidence:<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<ul>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"18\" data-aria-level=\"1\"><span data-contrast=\"auto\">The payment response succeeds. This makes a payment-service failure less likely, but does not rule out an application defect in order processing.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"18\" data-aria-level=\"1\"><span data-contrast=\"auto\">The order API completes after the test&#8217;s fixed wait. The test may be checking the UI before the asynchronous workflow has completed.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"18\" data-aria-level=\"1\"><span data-contrast=\"auto\">The test passes when it waits for the confirmation condition. This supports a test synchronization issue. The team should still verify that the order is created correctly and only once.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<p><span data-contrast=\"auto\">Now consider a different result: the order API returns HTTP 500 in CI, and application logs show a null-value exception for valid checkout data. That evidence points toward an application defect or a configuration-dependent defect. The team must investigate the server behavior rather than simply extending the test timeout.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">The key lesson is to trace the failure through the application workflow and determine where actual behavior diverges from expected behavior.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">Test Cases for Investigating Environment-Specific Failures<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<table data-tablestyle=\"Custom\" data-tablelook=\"0\" aria-rowcount=\"9\" aria-colcount=\"4\">\r\n<tbody>\r\n<tr aria-rowindex=\"1\">\r\n<td data-celllook=\"69905\"><b><span data-contrast=\"none\">Test scenario<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"69905\"><b><span data-contrast=\"none\">Input or condition<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"69905\"><b><span data-contrast=\"none\">Expected result<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"69905\"><b><span data-contrast=\"none\">Purpose<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"2\">\r\n<td data-celllook=\"4112\"><b><span data-contrast=\"none\">Repeat the failing test<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Same commit and environment, multiple runs<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Consistent results, or intermittent failures recorded for analysis<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Identify intermittent behavior<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"3\">\r\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Run the test alone<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Target test without the full suite<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Same expected behavior as a suite run<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Detect dependencies on other tests<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"4\">\r\n<td data-celllook=\"4112\"><b><span data-contrast=\"none\">Run tests in parallel<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Same suite, parallel workers enabled<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">No conflicts or unexpected failures<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Detect shared-state problems<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"5\">\r\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Compare runtime versions<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Supported local and CI runtime versions<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Application behaves according to supported compatibility requirements<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Identify version-related differences<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"6\">\r\n<td data-celllook=\"4112\"><b><span data-contrast=\"none\">Test delayed API response<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Controlled response delay within supported operating conditions<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">UI waits for completion and shows the correct result<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Identify timing assumptions<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"7\">\r\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Test missing configuration<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Omit a required test configuration value in a controlled test environment<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Clear configuration error, not a misleading application assertion<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Validate setup and failure reporting<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"8\">\r\n<td data-celllook=\"4112\"><b><span data-contrast=\"none\">Test a valid checkout<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Valid input and successful mocked payment response<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">One order is created and confirmation appears<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Verify business behavior<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"9\">\r\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Test an invalid checkout<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Invalid or incomplete required input<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Appropriate validation error; no order is created<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Ensure validation still works<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<p><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">These are diagnostic examples, not universal pass\/fail specifications. Adapt the expected outcomes to the application&#8217;s requirements and supported environment matrix.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">How to Interpret CI Test Failures<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<table data-tablestyle=\"Custom\" data-tablelook=\"0\" aria-rowcount=\"7\" aria-colcount=\"3\">\r\n<tbody>\r\n<tr aria-rowindex=\"1\">\r\n<td data-celllook=\"69905\"><b><span data-contrast=\"none\">Failure pattern<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"69905\"><b><span data-contrast=\"none\">Likely investigation area<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"69905\"><b><span data-contrast=\"none\">Next action<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"2\">\r\n<td data-celllook=\"4112\"><b><span data-contrast=\"none\">Fails consistently locally and in CI<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Application logic, test assertion, or test data<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Validate expected behavior and inspect the failure<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"3\">\r\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Passes locally, fails consistently in CI<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Environment, configuration, dependencies, or CI-specific application behavior<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Compare configurations and logs<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"4\">\r\n<td data-celllook=\"4112\"><b><span data-contrast=\"none\">Fails on first run, passes on retry<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Timing, race conditions, state leakage, or intermittent infrastructure<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Inspect first failure and retry evidence<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"5\">\r\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Passes alone, fails in the full suite<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Test order, shared state, cleanup, or parallel execution<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Isolate dependencies and reset test state<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"6\">\r\n<td data-celllook=\"4112\"><b><span data-contrast=\"none\">Fails only on a specific browser or OS<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Compatibility or rendering behavior<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"4112\"><span data-contrast=\"none\">Verify platform support and inspect differences<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<tr aria-rowindex=\"7\">\r\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Fails before tests execute<\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Build, dependency installation, credentials, or pipeline configuration<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<td data-celllook=\"0\"><span data-contrast=\"none\">Inspect the failing CI step and setup logs<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<p><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">A retry that passes is evidence of a flaky outcome, not proof that the application is correct. <\/span><a href=\"https:\/\/playwright.dev\/docs\/test-retries\"><span data-contrast=\"none\">Playwright<\/span><\/a><span data-contrast=\"auto\">, for example, classifies a test that fails initially but passes on retry as flaky.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">How to Fix CI\/CD Pipeline Failures Without Hiding Real Bugs<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Fix application defects<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<ul>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"21\" data-aria-level=\"1\"><span data-contrast=\"auto\">Correct the failing business logic or error handling.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"21\" data-aria-level=\"1\"><span data-contrast=\"auto\">Add regression coverage for the exact input or state that exposed the problem.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"21\" data-aria-level=\"1\"><span data-contrast=\"auto\">Verify behavior across the affected environments.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"21\" data-aria-level=\"1\"><span data-contrast=\"auto\">Check for duplicate operations or inconsistent data when asynchronous requests are involved.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Improve test reliability<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<ul>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"25\" data-aria-level=\"1\"><span data-contrast=\"auto\">Replace arbitrary sleeps with condition-based waits.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"25\" data-aria-level=\"1\"><span data-contrast=\"auto\">Make test data independent and repeatable.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"25\" data-aria-level=\"1\"><span data-contrast=\"auto\">Reset state before each test and clean up afterward.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"25\" data-aria-level=\"1\"><span data-contrast=\"auto\">Avoid brittle selectors and assertions tied to incidental UI details.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"25\" data-aria-level=\"1\"><span data-contrast=\"auto\">Control time, randomness, and external service responses when the test does not intend to validate those dependencies.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Standardize the CI environment<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<ul>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"30\" data-aria-level=\"1\"><span data-contrast=\"auto\">Pin compatible runtime and dependency versions.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"30\" data-aria-level=\"1\"><span data-contrast=\"auto\">Use reproducible dependency installation and versioned container images where appropriate.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"30\" data-aria-level=\"1\"><span data-contrast=\"auto\">Install the browser binaries and system dependencies required by the test framework.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"30\" data-aria-level=\"1\"><span data-contrast=\"auto\">Validate required environment variables and secrets without exposing their values.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"30\" data-aria-level=\"1\"><span data-contrast=\"auto\">Save diagnostic artifacts when failures occur.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<p><span data-contrast=\"auto\">Playwright&#8217;s CI guidance recommends installing the required browser dependencies and notes that using a single worker can improve stability and reproducibility in CI. These settings are useful diagnostic tools, but they should not replace investigation of shared-state or performance problems.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Use retries carefully<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h3>\r\n<p><span data-contrast=\"auto\">Retries can help identify intermittent failures and provide additional evidence. However, they should not become a permanent substitute for fixing an unreliable test or an application defect.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">If a team quarantines a flaky test to protect the main regression suite, it should document the reason, assign ownership, track the fix, and continue running the test separately when practical. Otherwise, a temporary workaround can become a permanent blind spot.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">How Bugasura Fits into the CI Failure Investigation Workflow<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<p><span data-contrast=\"auto\">Diagnosing a failure is only part of the job. QA teams also need to preserve the evidence, communicate the findings, and make sure the issue is resolved without losing the context of the original failure.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">Bugasura provides a relevant workflow for <\/span><a href=\"https:\/\/bugasura.io\/test-management\"><span data-contrast=\"none\">organizing test cases, tracking test runs<\/span><\/a><span data-contrast=\"auto\">, and connecting test findings to defect management. Its published <\/span><a href=\"https:\/\/bugasura.io\/release-notes\/test-management-in-bugasura\/\"><span data-contrast=\"none\">test management documentation<\/span><\/a><span data-contrast=\"auto\"> describes linking requirements and test cases, recording test execution outcomes, attaching supporting material, and reviewing reports.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">For a broader look at connecting QA with pipelines, read our guide to <\/span><a href=\"https:\/\/bugasura.io\/blog\/test-management-with-devops\/\"><span data-contrast=\"none\">test management in CI\/CD workflows<\/span><\/a><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<ol>\r\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;singleLevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Record the failure: Capture the failing assertion, commit, CI run, browser and runtime versions, relevant logs, and any available screenshots or traces.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;singleLevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Classify the finding: Record whether the evidence points to an application defect, test instability, an environment mismatch, or an unresolved cause.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;singleLevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Create an actionable issue: Include reproduction steps, expected and actual results, the observed failure pattern, and evidence. Assign an owner and priority according to impact and release risk.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;singleLevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Maintain test traceability: Where applicable, link the affected test case and requirement to the issue.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;singleLevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Verify the resolution: Record the retest result and regression outcome. Close the issue only when the agreed acceptance criteria are met.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<\/ol>\r\n<p><a href=\"https:\/\/bugasura.io\/\"><span data-contrast=\"none\">Bugasura<\/span><\/a><span data-contrast=\"auto\"> should complement, not replace, the CI runner&#8217;s execution logs and debugging artifacts. The CI system establishes what happened during execution; structured test and defect records help the team decide what to fix and verify.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">Common Mistakes to Avoid<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<p aria-level=\"2\"><b><span data-contrast=\"none\">Assuming a retry proves the test is healthy.<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">A test that passes on its second attempt may still be exposing a real race condition or intermittent application defect.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p aria-level=\"2\"><b><span data-contrast=\"none\">Increasing every timeout.<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">Longer timeouts can help diagnose slow operations, but they may hide missing synchronization, performance regressions, or a workflow that never completes.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p aria-level=\"2\"><b><span data-contrast=\"none\">Blaming the environment without comparing it.<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">Record actual version and configuration differences instead of assuming Linux, headless browsers, or CI runners are inherently responsible.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p aria-level=\"2\"><b><span data-contrast=\"none\">Running the entire suite repeatedly without isolating the failure.<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">Start with the failing test, then expand to the full suite after identifying a plausible cause.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p aria-level=\"2\"><b><span data-contrast=\"none\">Ignoring failures classified as flaky.<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">A flaky test reduces confidence in the regression suite. Track it, assign ownership, and verify the eventual fix.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<p aria-level=\"2\"><b><span data-contrast=\"none\">Filing vague defect reports.<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:200,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"auto\">\u201cWorks locally, fails in CI\u201d describes a symptom, not a sufficient defect report. Include the exact failure, reproduction conditions, expected behavior, and supporting evidence. Our guide to <\/span><a href=\"https:\/\/bugasura.io\/blog\/reducing-noise-levels-with-discord-bugasura-or-any-modern-day-bug-tracker\/\"><span data-contrast=\"none\">turning test failures into actionable issues<\/span><\/a><span data-contrast=\"auto\"> shows how.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\r\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">Best Practices for Preventing False Failures in CI<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:480,&quot;335559739&quot;:0}\">\u00a0<\/span><\/h2>\r\n<ul>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"35\" data-aria-level=\"1\"><span data-contrast=\"auto\">Keep local and CI commands as consistent as practical.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"35\" data-aria-level=\"1\"><span data-contrast=\"auto\">Use reproducible dependency installation and controlled test data.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"35\" data-aria-level=\"1\"><span data-contrast=\"auto\">Prefer explicit synchronization over fixed delays.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"35\" data-aria-level=\"1\"><span data-contrast=\"auto\">Design tests to run independently and in different orders.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"35\" data-aria-level=\"1\"><span data-contrast=\"auto\">Collect useful logs and diagnostic artifacts on failure.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"35\" data-aria-level=\"1\"><span data-contrast=\"auto\">Track first-attempt failures separately from final results after retries.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"35\" data-aria-level=\"1\"><span data-contrast=\"auto\">Use a documented process for quarantining unreliable tests.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"35\" data-aria-level=\"1\"><span data-contrast=\"auto\">Review recurring failure patterns rather than treating each pipeline run as an isolated incident.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&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;singleLevel&quot;}\" data-aria-posinset=\"35\" data-aria-level=\"1\"><span data-contrast=\"auto\">Keep application defects, test defects, and infrastructure incidents distinguishable in the team&#8217;s issue records.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:120}\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<p><span data-contrast=\"auto\">The goal is not to eliminate every CI failure. It is to make failures trustworthy signals that help the team detect real defects quickly.<\/span><\/p>\r\n<h2>Frequently Asked Questions<\/h2>\r\n\r\n<div class=\"schema-faq wp-block-yoast-faq-block\">\r\n<div id=\"faq-question-1794477382324\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">1. <strong>Why do tests pass on my machine but fail in CI?\u00a0<\/strong><\/strong>\r\n<p class=\"schema-faq-answer\">Local and CI environments may differ in dependencies, browser versions, operating systems, configuration, available resources, network access, or test execution order. Tests can also depend on timing or shared state that behaves differently in CI. Compare the actual execution conditions before deciding which cause applies.\u00a0<\/p>\r\n<\/div>\r\n<div id=\"faq-question-1794477409888\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">2. <strong>How can I tell the difference between a flaky test and a real bug?<\/strong><\/strong>\r\n<p class=\"schema-faq-answer\">Run the failing test repeatedly under controlled conditions, inspect the first failure, and compare actual application behavior with expected behavior. Intermittent outcomes suggest flakiness, but application race conditions can also fail intermittently. A verified application behavior that violates a requirement is a defect, even if it occurs only occasionally.\u00a0<\/p>\r\n<\/div>\r\n<div id=\"faq-question-1794477426114\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">3. <strong>Should I rerun a failed CI test before reporting a bug?\u00a0<\/strong><\/strong>\r\n<p class=\"schema-faq-answer\">Rerunning can provide useful diagnostic evidence, but do not discard the original failure. Capture its logs and artifacts first. If the rerun passes, investigate why the result changed rather than automatically treating the original failure as a false alarm.\u00a0<\/p>\r\n<\/div>\r\n<div id=\"faq-question-1794477442793\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">4. <strong>How do I debug flaky tests in CI?\u00a0<\/strong><\/strong>\r\n<p class=\"schema-faq-answer\">Start with the failing test and its first error. Reproduce the same commit and environment, run the test independently, compare sequential and parallel execution, inspect timing and shared state, and collect diagnostic artifacts. Change one variable at a time and verify the fix through repeated runs and regression testing.\u00a0<\/p>\r\n<\/div>\r\n<div id=\"faq-question-1794477459913\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">5. <strong>Can<\/strong> <strong>environment-specific test failures reveal real application bugs?<\/strong><\/strong>\r\n<p class=\"schema-faq-answer\">Yes. A supported browser, operating system, configuration, or resource condition may expose a genuine compatibility issue or race condition. If the application is expected to work under those conditions, the failure should not be dismissed as merely an environment problem.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-1794477481932\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">6. <strong>How should QA teams track recurring CI test failures?<\/strong><\/strong>\r\n<p class=\"schema-faq-answer\">Maintain a record of the affected test, failure signature, commit, environment, occurrence pattern, supporting evidence, owner, and resolution. Connect confirmed application defects to their relevant test cases and requirements. A structured test management and defect tracking workflow, such as the one available through Bugasura, helps preserve that context across investigation and retesting.<\/p>\r\n<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><strong>Conclusion<\/strong>\u00a0<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">When a test passes locally but fails in CI, the right response is investigation, not assumption. The failure could be a genuine application bug, an unreliable test, an environment mismatch, or a combination of these factors.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Start by preserving the evidence, reproducing the CI conditions, and isolating the failing test. Compare repeated runs, examine asynchronous behavior and shared state, and change one variable at a time. Then fix the verified cause and rerun the relevant regression checks.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Reliable CI depends on more than getting the pipeline to turn green. It depends on making every test result meaningful, so QA engineers and developers can trust the feedback and release software with greater confidence.\u00a0<\/p>\r\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\"><\/span> <span class=\"rt-time\"> 11<\/span> <span class=\"rt-label rt-postfix\">minute read<\/span><\/span>A test that passes locally but fails in CI is a bug, a flaky test or an environment mismatch, and each needs a different fix. To tell which, save the first failure, reproduce the CI conditions, run the test alone and repeatedly, and change one variable at a time. A retry that passes does not prove the application is correct.\u00a0 Treating every failure as an application bug wastes debugging time. Dismissing every failure as a flaky test is equally dangerous because a genuine regression can be overlooked.\u00a0 The solution is to investigate the evidence systematically. This guide explains how to [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":5749,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","jetpack_post_was_ever_published":false},"categories":[6,139],"tags":[],"class_list":["post-5748","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-test-mgmt","category-testing","post--single"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Test Passed Locally but Failed in CI? Find the Real Cause<\/title>\n<meta name=\"description\" content=\"Tests pass locally but fail in CI? Learn how to tell a real bug from a flaky test or an environment problem, and debug each one faster and ship confidently.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bugasura.io\/blog\/passed-locally-failed-in-ci-bug-flaky-test-or-environment\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Test Passed Locally but Failed in CI? Find the Real Cause\" \/>\n<meta property=\"og:description\" content=\"Tests pass locally but fail in CI? Learn how to tell a real bug from a flaky test or an environment problem, and debug each one faster and ship confidently.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bugasura.io\/blog\/passed-locally-failed-in-ci-bug-flaky-test-or-environment\/\" \/>\n<meta property=\"og:site_name\" content=\"Bugasura Blog\" \/>\n<meta property=\"article:published_time\" content=\"2026-11-12T10:11:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/bugasura.io\/blog\/wp-content\/uploads\/2026\/11\/Test-passed-locally-but-failed-in-CI-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1080\" \/>\n\t<meta property=\"og:image:height\" content=\"441\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Natasha\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Natasha\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"16 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/bugasura.io\\\/blog\\\/passed-locally-failed-in-ci-bug-flaky-test-or-environment\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/bugasura.io\\\/blog\\\/passed-locally-failed-in-ci-bug-flaky-test-or-environment\\\/\"},\"author\":{\"name\":\"Natasha\",\"@id\":\"https:\\\/\\\/bugasura.io\\\/blog\\\/#\\\/schema\\\/person\\\/9f7096957533f3e9f0376aa20927933e\"},\"headline\":\"It Passed Locally but Failed in CI. 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A structured test management and defect tracking workflow, such as the one available through Bugasura, helps preserve that context across investigation and retesting.","inLanguage":"en-US"},"inLanguage":"en-US"}]}},"jetpack-related-posts":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/bugasura.io\/blog\/wp-content\/uploads\/2026\/11\/Test-passed-locally-but-failed-in-CI-scaled.jpg?fit=1080%2C441&ssl=1","post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/bugasura.io\/blog\/wp-json\/wp\/v2\/posts\/5748","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bugasura.io\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bugasura.io\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bugasura.io\/blog\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/bugasura.io\/blog\/wp-json\/wp\/v2\/comments?post=5748"}],"version-history":[{"count":0,"href":"https:\/\/bugasura.io\/blog\/wp-json\/wp\/v2\/posts\/5748\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bugasura.io\/blog\/wp-json\/wp\/v2\/media\/5749"}],"wp:attachment":[{"href":"https:\/\/bugasura.io\/blog\/wp-json\/wp\/v2\/media?parent=5748"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bugasura.io\/blog\/wp-json\/wp\/v2\/categories?post=5748"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bugasura.io\/blog\/wp-json\/wp\/v2\/tags?post=5748"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}