{"id":2285,"date":"2020-02-27T02:28:21","date_gmt":"2020-02-27T02:28:21","guid":{"rendered":"http:\/\/kusuaks7\/?p=1890"},"modified":"2024-01-03T17:34:55","modified_gmt":"2024-01-03T17:34:55","slug":"three-signs-manual-testing-may-be-wasting-your-budget-undermining-your-deadlines-and-ruining-the-user-experience","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/software-ux-ui\/three-signs-manual-testing-may-be-wasting-your-budget-undermining-your-deadlines-and-ruining-the-user-experience\/","title":{"rendered":"Three signs manual testing may be wasting your budget, undermining your deadlines, and ruining the user experience"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2285\" class=\"elementor elementor-2285\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-3fa71c9b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3fa71c9b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5370d56c\" data-id=\"5370d56c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-15e165b elementor-widget elementor-widget-heading\" data-id=\"15e165b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\"><h4><strong>How do you know your manual testing is failing you?<\/strong><\/h4><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-368e9fe elementor-widget elementor-widget-text-editor\" data-id=\"368e9fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tIf you experience budget extensions, release inconsistencies, or bad customer reviews from time to time \u2014\u00a0 they might simply be occasional snags that you will eventually iron out. Or, they may be pointing to a growing cancer you will have to deal with at the cost of your sanity.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6157628 elementor-widget elementor-widget-text-editor\" data-id=\"6157628\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tTake a look at the cases below to see if you can recognize the issues. We\u2019ve also provided possible solutions that worked for us in the past.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f901455 elementor-widget elementor-widget-heading\" data-id=\"f901455\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2><a><\/a>Your hardworking QA team starts lagging behind<\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af7e6e4 elementor-widget elementor-widget-heading\" data-id=\"af7e6e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><a><\/a>There seems to be enough staff to do the job...<\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b4efc52 elementor-widget elementor-widget-text-editor\" data-id=\"b4efc52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tWe know the situation: you&#8217;ve got a great team of testing professionals. You&#8217;ve got your QA lead, you have several battle-proven testers, as well as ambitious up-and-comers who are growing fast. Your team has a great success record, and a work ethic you are proud of.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5056b49 elementor-widget elementor-widget-text-editor\" data-id=\"5056b49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe team&#8217;s size should be more than enough to test the upcoming features, yet your people are increasingly behind deadlines.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d635a06 elementor-widget elementor-widget-heading\" data-id=\"d635a06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><a><\/a>But not enough to re-test the previously released features<\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64eaac3 elementor-widget elementor-widget-text-editor\" data-id=\"64eaac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tWhile there are many reasons for falling behind schedule, the usual suspect is a growing pile of regression tests. These tests \u2013- cumulatively known as regression debt \u2013- are a burdensome compilation of monotonous checks designed to make sure new features don&#8217;t break existing functionality.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81ca70d elementor-widget elementor-widget-text-editor\" data-id=\"81ca70d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\nWhile the number of regression tests will grow as new features add up, the test debt must be regularly repaid.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b379eea elementor-widget elementor-widget-text-editor\" data-id=\"b379eea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tWith manual testing, this is typically accomplished by throwing more people at the job. But if you don&#8217;t have extra resources to spare, your team will have a hard time managing the test coverage and missed deadlines will become a sad reality.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e88fc7 elementor-widget elementor-widget-heading\" data-id=\"0e88fc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><a><\/a>Here's how to fix it<\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-555ee3d elementor-widget elementor-widget-text-editor\" data-id=\"555ee3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe smart way to reduce your team&#8217;s workload is to use <a href=\"https:\/\/www.oxagile.com\/services\/automation-testing\/\" class=\"broken_link\" rel=\"noopener\">automation testing<\/a>. Repeatable test cases can become scripts. They can run automatically and simultaneously, thousands at a time, with little to no human intervention, saving your team\u2019s sanity in the long term.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2f96f7 elementor-widget elementor-widget-heading\" data-id=\"e2f96f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2><a><\/a>You have a hard time releasing a quality product on demand<\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83f81a6 elementor-widget elementor-widget-heading\" data-id=\"83f81a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><a><\/a>Next Monday you need to release a major upgrade...<\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f82385 elementor-widget elementor-widget-text-editor\" data-id=\"4f82385\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tUsers love getting their hands on those awesome new features you are building. But they also want a bug-free experience. So you need to release often, while thoroughly testing your product every time before the big day.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48c3f50 elementor-widget elementor-widget-text-editor\" data-id=\"48c3f50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThis includes testing new features, and also re-testing old ones \u2013- as we don&#8217;t want those nasty regressions to ruin the great unveiling.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a1cc51 elementor-widget elementor-widget-heading\" data-id=\"8a1cc51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><a><\/a>But no one\u2019s sure this release won\u2019t contain critical bugs<\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97d2a4a elementor-widget elementor-widget-text-editor\" data-id=\"97d2a4a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tAnd here&#8217;s the problem.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a671997 elementor-widget elementor-widget-text-editor\" data-id=\"a671997\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tOnce you approach your QA team about the upcoming release, they don\u2019t know how long the necessary testing can take. Not to mention that the team isn\u2019t able to provide you with a sign off report anytime soon \u2014 there is still too much regression debt left. One thing is clear: with no conclusion on the regression status, yo\u0433 can\u2019t be sure critical bugs won\u2019t creep in and mar the user experience.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61cfdca elementor-widget elementor-widget-text-editor\" data-id=\"61cfdca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tWith so little predictability, no one knows if the release will be a success or disaster. So to release at all, you have to let go of the quality expectations. Or put everything off, which at this point is hardly an option.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba2546f elementor-widget elementor-widget-text-editor\" data-id=\"ba2546f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tAs a result, the business-critical release becomes a nerve-racking race against time \u2014 with no winning solution. No one has a clue what next Monday will bring.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2a3569 elementor-widget elementor-widget-heading\" data-id=\"c2a3569\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><a><\/a>Here\u2019s how to fix it<\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4bb84a6 elementor-widget elementor-widget-text-editor\" data-id=\"4bb84a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tTo avoid quality compromises on big days, you have to lighten the testing load. You can do it by automating regression. Automated test suites are available 24\/7, inside and outside office hours, and have predictable completion times. Relieved of the regression burden, your QA team can focus on release quality evaluation and reporting \u2014 and still have time to manually handle some of the edge cases if necessary.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-337be17 elementor-widget elementor-widget-text-editor\" data-id=\"337be17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\nAs a result, automation translates into significant\u00a0 time savings, enabling you to deliver on time\u00a0 without undermining quality.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93912bd elementor-widget elementor-widget-heading\" data-id=\"93912bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2><a><\/a>You suddenly realize that you increasingly pay more for quality<\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c01246c elementor-widget elementor-widget-heading\" data-id=\"c01246c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><a><\/a>Bugs get fixed, but not as fast as they used to\u2026<\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df39951 elementor-widget elementor-widget-text-editor\" data-id=\"df39951\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThere is steady progress, and you are positive there won\u2019t be a hiccup in the workflow \u2014\u00a0 your dev team writes high-quality code. The number of bugs and the according bug fixing workload seems reasonable for the planned scope.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c1bb7db elementor-widget elementor-widget-text-editor\" data-id=\"c1bb7db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tYet, more bugs start slipping past QA and clog developer\u2019s tasks, and that slightly concerns you. While you are sticking to the same quality expectations, bug fixing takes up more time.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9acfcd0 elementor-widget elementor-widget-heading\" data-id=\"9acfcd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><a><\/a>And the cost to fix goes up<\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-babb65c elementor-widget elementor-widget-text-editor\" data-id=\"babb65c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe underlying issue is the later you find the bug, the more you have to pay in order to fix it.\u00a0 Let&#8217;s say, defects are not discovered immediately upon committing code the repository. Time goes by, new features get added and more people contribute to the code base.\u00a0 When a bug report is finally submitted, the developer has to spend more time switching contexts and trying to figure out where the bug comes from in the now two-week old code.\u00a0\u00a0 More developer hours directly translate into higher bug-fixing costs.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27d796e elementor-widget elementor-widget-heading\" data-id=\"27d796e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><a><\/a>Here\u2019s how to fix it<\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bef6534 elementor-widget elementor-widget-text-editor\" data-id=\"bef6534\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tAutomate the regression part, and let your QA team focus more on the quality of the new features. With automated regression testing, the feedback loop between testers and developers will tighten up dramatically, resulting in less hours spent, cost reductions, and a shorter time-to-market.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06935f3 elementor-widget elementor-widget-text-editor\" data-id=\"06935f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\nNot surprisingly, 81% of organizations report <a href=\"https:\/\/www.softwaretestingnews.co.uk\/new-survey-reveals-test-automation-trends\/\" class=\"broken_link\" rel=\"noopener\">ROI improvements<\/a> in the first year after implementing test automation, due to detecting issues earlier. Your dev team will join the testing process sooner, fix faster, and cost less.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c8bfb0 elementor-widget elementor-widget-heading\" data-id=\"3c8bfb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2><a><\/a>Wrapping up<\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c1eb64 elementor-widget elementor-widget-text-editor\" data-id=\"1c1eb64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tWhether your project ticks all three boxes or just one, it\u2019s an opportunity to reflect on how well your team is coping with existing testing scope. The more signs are true for you, the more you need to consider investing QA testing automation.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3446de elementor-widget elementor-widget-text-editor\" data-id=\"d3446de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tDone right, QA automation will help you enable frequent and timely releases, consistent product quality, predictable risk management and mitigation, and cost savings.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>While the number of regression tests will grow as new features add up, the testing debt must be regularly repaid. With manual testing, this is typically accomplished by throwing more people at the job. But if you don&#8217;t have extra resources to spare, your team will have a hard time managing the test coverage and missed deadlines will become a sad reality. The smart way to reduce your team&#8217;s workload is to use automation testing.<\/p>\n","protected":false},"author":736,"featured_media":14506,"comment_status":"open","ping_status":"open","sticky":false,"template":"single-post-2.php","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[200],"tags":[106],"ppma_author":[3579],"class_list":["post-2285","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-ux-ui","tag-software"],"authors":[{"term_id":3579,"user_id":736,"is_guest":0,"slug":"oksana-mikhalchuk","display_name":"Oksana Mikhalchuk","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g","user_url":"","last_name":"Mikhalchuk","first_name":"Oksana","job_title":"","description":"Oksana Mikhalchuk is a Technology Writer at&nbsp;<a href=\"https:\/\/www.oxagile.com\/\" target=\"_blank\" rel=\"noopener\">Oxagile<\/a>, a provider of next-gen software engineering solutions around AI, computer vision, biometrics, and more.&nbsp;"}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2285","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/736"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=2285"}],"version-history":[{"count":6,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2285\/revisions"}],"predecessor-version":[{"id":35357,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2285\/revisions\/35357"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/14506"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=2285"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=2285"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=2285"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=2285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}