{"id":13175,"date":"2026-08-26T13:00:00","date_gmt":"2026-08-26T13:00:00","guid":{"rendered":"https:\/\/eperi.com\/?p=13175"},"modified":"2026-08-27T10:57:34","modified_gmt":"2026-08-27T10:57:34","slug":"ai-software-development-developers-bottleneck","status":"publish","type":"post","link":"https:\/\/eperi.com\/en\/blog-en\/ai-software-development-developers-bottleneck\/","title":{"rendered":"How AI Is Changing Software Development | Part 2 &#8211; The CTO\u00b4s Perspective"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13175\" class=\"elementor elementor-13175 elementor-13174\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-936024a e-flex e-con-boxed e-con e-parent\" data-id=\"936024a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bf883d6 elementor-widget elementor-widget-tertiaryStage\" data-id=\"bf883d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tertiaryStage.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tertiaryStage top_padding_56 \">\n\t\t\t<div>\n\t\t\t\t\t\t\t\t<h1 class=\"title_size_1 top_margin_12 teaserHeadline\">How AI Is Changing Software Development Part 2 - <br \/>\nThe CTO\u00b4s Perspective<\/h1>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"top_margin_40 teaser-wrapper\">\n\t\t\t\t<div class=\"style-element\">\n\t\t\t\t\t<div class=\"copy_medium\" style=\"width:100%; max-width:450px\">In the second part of our series, CPTO Dominik Kowol shares his perspective on how Agentic Coding is changing the way software teams work. He explores how bottlenecks are shifting across product organizations and why product understanding, quality assurance and sound decision-making are becoming increasingly important.<\/div>\n\t\t\t\t\t<div class=\"top_margin_24 stageLinks\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div style=\"position:absolute; top:0px; left:0px; background-color:#00B4B4; width:4px; height:24px; border-radius: 0 0 4px 0\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"teaserImage\">\n\t\t\t\t<div><img decoding=\"async\" src=\"https:\/\/eperi.com\/wp-content\/uploads\/2024\/04\/Graphic.png\" alt=\"\" class=\"default_image border_radius_24\"><\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-066a4da e-flex e-con-boxed e-con e-parent\" data-id=\"066a4da\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div 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class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-7065232 elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/eperi.com\/en\/author\/ricardo-izzieperi-com\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-pen-nib\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tRicardo Izzi\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-432626c elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/eperi.com\/en\/2026\/08\/26\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-calendar-alt\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>August 26, 2026<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-391e0d6 elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-tags\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<a href=\"https:\/\/eperi.com\/en\/category\/blog-en\/\" class=\"elementor-post-info__terms-list-item\">blog<\/a>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d180988 elementor-widget elementor-widget-betterdocs-reading-time\" data-id=\"d180988\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"betterdocs-reading-time.default\">\n\t\t\t\t\t<div class=\"reading-time betterdocs\">\n\t<p>\n\t\t<svg width=\"14\" viewBox=\"0 0 14 15\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n\t\t\t<mask id=\"mask0_6195_23752\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\">\n\t\t\t<rect y=\"0.5\" width=\"14\" height=\"14\" fill=\"#D9D9D9\"\/>\n\t\t\t<\/mask>\n\t\t\t<g mask=\"url(#mask0_6195_23752)\">\n\t\t\t<path d=\"M8.92508 10.241L9.74175 9.42435L7.58341 7.26602V4.58268H6.41675V7.73268L8.92508 10.241ZM7.00008 13.3327C6.19314 13.3327 5.4348 13.1796 4.72508 12.8733C4.01536 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8.7924 2.78793 9.89345 3.69696 10.8025C4.60598 11.7115 5.70703 12.166 7.00008 12.166Z\" fill=\"#667085\"\/>\n\t\t\t<\/g>\n\t\t<\/svg>\n\t\t3 min\t<\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffc66b5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ffc66b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3cc01c0 e-flex e-con-boxed e-con e-parent\" data-id=\"3cc01c0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8b4083c e-con-full e-flex e-con e-child\" data-id=\"8b4083c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bff4b87 elementor-widget elementor-widget-richText\" data-id=\"bff4b87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"richText.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\n\n        <style>\n            .customBulletList ol {\n                list-style-type: decimal;\n                padding-left: 30px;\n            }\n\n            .customBulletList ol li {\n                padding-left: 5px;\n                margin-bottom: 16px;\n\n            }\n\n            .customBulletList ul {\n                list-style: none;\n                padding-left: 0;\n            }\n\n            .customBulletList ul li {\n                display: flex;\n                align-items: start;\n                gap: 30px;\n                margin-bottom: 16px;\n            }\n\n            .customBulletList ul li .listIcon {\n                width: 24px;\n                height: 24px;\n\n            }\n\n            .customBulletList ul li svg {\n                width: 24px !important;\n                fill: #00B4B4;\n                margin-top: 0px;\n\n            }\n\n            .customBulletList ol li .listIcon {\n                display: none !important\n            }\n\n            .customBulletList li a {\n                display: inline-flex !important;\n                text-decoration: underline !important;\n                color: #00B4B4;\n            }\n\n            .richText a {\n                color: #00B4B4;\n                text-decoration: underline;\n            }\n\n            .richText p {\n                margin: 0;\n                margin-bottom: 20px;\n            }\n\n            .richText p:last-child {\n                margin-bottom: 0 !important;\n            }\n        <\/style>\n        <div class=\"richText customBulletList copy_medium text-color\"><h2>Why Developers Are No Longer the Bottleneck<\/h2><p><br \/>For many years, development capacity has been one of the key limiting factors in software companies. Product ideas were usually generated faster than teams had time to implement them. Roadmaps had to be prioritized, features postponed, and customer requests put on hold simply because there was not enough development capacity. So far, nothing new. What is clear, however, is that we are now on the verge of solving this bottleneck. As a result, the bottleneck will inevitably shift. And initially, it does not matter whether agentic coding increases a developer\u2019s productivity by 20% or 100%. As soon as development becomes faster than the rest of the organization, bottlenecks emerge elsewhere. This raises the question of which functions within a product organization need to keep pace with the additional development output.<\/p><p>At the very beginning of the value chain is, of course, requirements engineering. The faster development becomes, the more important sufficiently precise requirements will be. In the future, Product Owners will therefore likely focus more strongly on product strategy, roadmaps, and prioritization. The detailed elaboration of individual requirements, on the other hand, will increasingly have to take place within the development teams themselves. Developers know the architecture, understand the technical implications of a requirement, and already have tools that can help prepare specifications, user stories, or acceptance criteria. As a result, some of the detailed functional work is shifting closer to development.<\/p><p>I see a similar development in technical writing. Agents can already generate technical documentation and release notes from commits, pull requests, or tickets. This does not mean that the role of the technical writer will disappear. It will change, however. Instead of creating content entirely from scratch, the role will increasingly involve structuring and validating information and preparing it for different target audiences. The actual writing process will become increasingly automated.<\/p><p>This development is even more apparent in quality assurance. Here too, agents are already supporting the creation of test cases, test scripts, and automated regression tests. Nevertheless, responsibility for quality remains with human QA engineers. Developers will therefore need to support them more in the future by describing which areas of a system are affected by their changes and which tests result from them \u2013 essentially as part of the handover to the next responsible function. Otherwise, the next bottleneck will simply emerge there.<\/p><p>This is particularly important because every new feature still needs to be understood and tested by a human at least once before the benefits of automation can take effect. As development becomes faster through agents, the amount of new functionality will automatically increase, while available testing capacity often does not grow at the same pace.<\/p><p>For many companies, this will have organizational consequences. One possible approach is to shift more testing responsibility back into development teams: In the future, developers will likely spend a greater share of their time on reviews, test design, and test execution. Paradoxically, agentic coding could therefore mean that developers spend less time creating new features than originally expected, because the additional capacity is absorbed by these new responsibilities.<\/p><p>This needs to be actively managed. At eperi, we are therefore specifically considering how developers can become more involved in feature design, documentation, and testing in the future, helping to prevent bottlenecks elsewhere \u2013 potentially at the cost of lower satisfaction with their own feature output. The alternative would be to add resources in product management and quality assurance while reducing headcount in software development to remain cost-neutral.<\/p><p>Because the scarce resource of the future will no longer be development capacity. It will be <strong>product understanding, quality awareness, and \u2013 above all \u2013 good decision-making<\/strong>.<\/p><p>In the third part of this series, I want to take this thought one step further. If more features are being created than ever before, the inevitable question is how products can remain understandable, maintainable, and successful in the long term \u2013 above all, in terms of the value they deliver to customers.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1692c60c e-con-full e-flex e-con e-child\" data-id=\"1692c60c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d63e9e2 elementor-widget elementor-widget-richText\" data-id=\"d63e9e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"richText.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\n\n        <style>\n            .customBulletList ol {\n                list-style-type: decimal;\n                padding-left: 30px;\n            }\n\n            .customBulletList ol li {\n                padding-left: 5px;\n                margin-bottom: 16px;\n\n            }\n\n            .customBulletList ul {\n                list-style: none;\n                padding-left: 0;\n            }\n\n            .customBulletList ul li {\n                display: flex;\n                align-items: start;\n                gap: 30px;\n                margin-bottom: 16px;\n            }\n\n            .customBulletList ul li .listIcon {\n                width: 24px;\n                height: 24px;\n\n            }\n\n            .customBulletList ul li svg {\n                width: 24px !important;\n                fill: #00B4B4;\n                margin-top: 0px;\n\n            }\n\n            .customBulletList ol li .listIcon {\n                display: none !important\n            }\n\n            .customBulletList li a {\n                display: inline-flex !important;\n                text-decoration: underline !important;\n                color: #00B4B4;\n            }\n\n            .richText a {\n                color: #00B4B4;\n                text-decoration: underline;\n            }\n\n            .richText p {\n                margin: 0;\n                margin-bottom: 20px;\n            }\n\n            .richText p:last-child {\n                margin-bottom: 0 !important;\n            }\n        <\/style>\n        <div class=\"richText customBulletList copy_medium text-color\"><h2>Did you like this article?<\/h2><p><br \/>Then like it now or share it with colleagues, business partners, and friends.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-45688440 e-grid e-con-full e-con e-child\" data-id=\"45688440\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26a5e7a4 elementor-share-buttons--shape-rounded elementor-share-buttons--view-icon-text elementor-share-buttons--skin-gradient elementor-grid-0 elementor-share-buttons--color-official elementor-widget 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Discover why product understanding, quality assurance and sound decision-making are becoming increasingly important.<\/p>\n","protected":false},"author":6,"featured_media":13103,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[26],"tags":[],"class_list":["post-13175","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI in Software Development: Why Developers Are No Longer the Bottleneck<\/title>\n<meta name=\"description\" content=\"How Agentic Coding is changing software development and why product management, quality assurance and product understanding are becoming more important.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/eperi.com\/en\/blog-en\/ai-software-development-developers-bottleneck\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI in Software Development: Why Developers Are No Longer the Bottleneck\" \/>\n<meta property=\"og:description\" content=\"How Agentic Coding is changing software development and why product management, quality assurance and product understanding are becoming more important.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/eperi.com\/en\/blog-en\/ai-software-development-developers-bottleneck\/\" \/>\n<meta property=\"og:site_name\" content=\"EPERI\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-26T13:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-27T10:57:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/eperi.com\/wp-content\/uploads\/2026\/08\/Blog-Visual-The-CTOs-Perspective.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Ricardo Izzi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ricardo Izzi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/eperi.com\\\/en\\\/blog-en\\\/ai-software-development-developers-bottleneck\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/eperi.com\\\/en\\\/blog-en\\\/ai-software-development-developers-bottleneck\\\/\"},\"author\":{\"name\":\"Ricardo Izzi\",\"@id\":\"https:\\\/\\\/eperi.com\\\/de\\\/#\\\/schema\\\/person\\\/44a9b3a3f683b96f301707dfdd95fcff\"},\"headline\":\"How AI Is Changing Software Development | Part 2 &#8211; 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