{"id":677141,"date":"2024-12-12T18:08:00","date_gmt":"2024-12-12T18:08:00","guid":{"rendered":"https:\/\/www.capgemini.com\/gb-en\/?post_type=research-and-insight&#038;p=677141"},"modified":"2026-01-22T07:48:57","modified_gmt":"2026-01-22T07:48:57","slug":"ai-assisted-coding-augmenting-software-development-with-generative-ai","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/gb-en\/insights\/research-library\/ai-assisted-coding-augmenting-software-development-with-generative-ai\/","title":{"rendered":"AI-assisted coding: Augmenting software development with generative AI"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Augmented-software-PoV-Banner2.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Augmented-software-PoV-Banner2.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Augmented-software-PoV-Banner2.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Augmented-software-PoV-Banner2.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Augmented-software-PoV-Banner2.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Augmented-software-PoV-Banner2.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Augmented-software-PoV-Banner2.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Augmented-software-PoV-Banner2.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Augmented-software-PoV-Banner2.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Data and AI<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">AI-assisted coding: Augmenting software development with generative AI<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Software-Engineering-with-Gen-AI-for-Coding.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download our PoV<\/span><span class=\"type\">5 MB  pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1035810\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1035810\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-the-advent-of-large-language-models-llms-has-introduced-a-compelling-rationale-for-a-paradigm-shift-to-more-ai-assisted-augmented-software-teams\">The advent of large language models (LLMs) has introduced a compelling rationale for a paradigm shift to more AI-assisted (augmented) software teams.<\/h3>\n\n\n\n<p>The integration of generative AI into software engineering offers the promise of significantly elevated productivity and enhanced quality.<\/p>\n\n\n\n<p>By working with AI assistants powered by LLMs, augmented software teams can automate mundane tasks, expedite debugging, and promote more nuanced, data driven decision making. This optimises the software life cycle and helps to achieve more milestones along the way.<\/p>\n\n\n\n<p>We call this approach conversational software engineering. The idea is to make the software development workflow more dynamic and interactive, through continuous conversations with the AI assistant in the development environment.<\/p>\n\n\n\n<p>In this paper, we seek to discuss and share how you can better understand, navigate, and benefit from generative AI in software engineering \u2013 with particular attention to coding.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/11\/Software-Engineering-with-Gen-AI-for-Coding.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Download our PoV<\/a><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n\t\t<section\n\t\t\tclass=\"section section--lifeatcap-learning section--event-slider-careerInvent \">\n\n\t\t\t<div class=\"container\">\n\t\t\t\t<div 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class=\"explore-header\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"68\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Generative AI for software engineering\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tGenerative AI for software engineering\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Generative AI is set to radically change how software is developed.\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"white-space: pre-wrap;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tGenerative AI is set to radically change how software is developed.\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div 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