{"id":78567,"date":"2024-04-15T12:15:57","date_gmt":"2024-04-15T09:15:57","guid":{"rendered":"https:\/\/eleks.com\/?p=78567"},"modified":"2024-09-16T12:10:01","modified_gmt":"2024-09-16T09:10:01","slug":"eleks-github-copilot-studie-exploration-des-potenzials-von-ki-in-der-softwareentwicklung","status":"publish","type":"post","link":"https:\/\/eleks.com\/de\/blog\/eleks-github-copilot-studie-exploration-des-potenzials-von-ki-in-der-softwareentwicklung\/","title":{"rendered":"ELEKS GitHub Copilot Studie &#8211; Exploration des Potenzials von KI in der Softwareentwicklung"},"content":{"rendered":"<div id=\"pl-78567\"  class=\"panel-layout\" ><div id=\"pg-78567-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-78567-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-78567-0-0-0\" class=\"so-panel widget widget_head-post-section panel-first-child panel-last-child\" data-index=\"0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-head-post-section so-widget-head-post-section-style-d75171398898-78567\"\n\t\t\t\n\t\t><div class=\"section--head-post  \">\r\n    <div class=\"container-n\">\r\n        <div class=\"section__row\">\r\n            <div class=\"section__image-wrap\">\r\n                                    <img decoding=\"async\" width=\"7680\" height=\"2600\" src=\"https:\/\/eleks.com\/wp-content\/uploads\/3840x1300_Unleashing-the-Potential-of-AI-in-Software-Development-with-ELEKS-GitHub-Copilot-Investigation-min.jpg\" class=\"section__image section__image--hero img-fluid\" alt=\"ELEKS&#039; GitHub Copilot Investigation \u2013 Exploring the Potential of AI in Software Development\" srcset=\"https:\/\/eleks.com\/wp-content\/uploads\/3840x1300_Unleashing-the-Potential-of-AI-in-Software-Development-with-ELEKS-GitHub-Copilot-Investigation-min.jpg 7680w, https:\/\/eleks.com\/wp-content\/uploads\/3840x1300_Unleashing-the-Potential-of-AI-in-Software-Development-with-ELEKS-GitHub-Copilot-Investigation-min-300x102.jpg 300w, https:\/\/eleks.com\/wp-content\/uploads\/3840x1300_Unleashing-the-Potential-of-AI-in-Software-Development-with-ELEKS-GitHub-Copilot-Investigation-min-768x260.jpg 768w, https:\/\/eleks.com\/wp-content\/uploads\/3840x1300_Unleashing-the-Potential-of-AI-in-Software-Development-with-ELEKS-GitHub-Copilot-Investigation-min-1024x347.jpg 1024w, https:\/\/eleks.com\/wp-content\/uploads\/3840x1300_Unleashing-the-Potential-of-AI-in-Software-Development-with-ELEKS-GitHub-Copilot-Investigation-min-1536x520.jpg 1536w, https:\/\/eleks.com\/wp-content\/uploads\/3840x1300_Unleashing-the-Potential-of-AI-in-Software-Development-with-ELEKS-GitHub-Copilot-Investigation-min-2048x693.jpg 2048w\" sizes=\"(max-width: 7680px) 100vw, 7680px\" \/>                    <div class=\"section__mask\"><\/div>\r\n                            <\/div>\r\n            <div class=\"section__text pl-mid \">\r\n                <div class=\"section__block\">\r\n                    <div class=\"section__title-wrap pl-mid\">\r\n                                                                        <a href=\"https:\/\/eleks.com\/de\/blog\/\" class=\"section__back\" aria-label=\"go to blog page\">\r\n                            <svg class=\"section__back-icon\" width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"https:\/\/www.w3.org\/2000\/svg\">\r\n                                <rect class=\"section__back-icon-circle\" x=\"0.5\" y=\"0.5\" width=\"39\" height=\"39\" rx=\"19.5\" stroke=\"white\"\/>\r\n                                <path class=\"section__back-icon-arrow\" d=\"M22 14L16 20L22 26\" stroke=\"white\"\/>\r\n                            <\/svg>\r\n                        <\/a>\r\n                        <div class=\"section__type\">Artikel<\/div>\r\n                        <h1 class=\"section__title title-h1\">ELEKS GitHub Copilot Studie &#8211; Exploration des Potenzials von KI in der Softwareentwicklung<\/h1>\r\n                    <\/div>\r\n                    <div class=\"pl-big\">\r\n                                                                                                                    <div class=\"breadcrumbs\">\r\n    <a href=\"https:\/\/eleks.com\/de\/\" class=\"breadcrumbs__item\">\r\n        Home    <\/a>\r\n                            <a href=\"https:\/\/eleks.com\/de\/blog\/\" class=\"breadcrumbs__item\">\r\n                Artikel            <\/a>\r\n                                                    <a href=\"https:\/\/eleks.com\/de\/blog\/software-development-de\/\" class=\"breadcrumbs__item\">\r\n                Software-Entwicklung            <\/a>\r\n            <\/div>                                        \r\n                    \r\n                                        \r\n                                        <\/div>\r\n                <\/div>\r\n                            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n\r\n<\/div><\/div><\/div><\/div><div id=\"pg-78567-1\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-78567-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-78567-1-0-0\" class=\"so-panel widget widget_text-widget panel-first-child\" data-index=\"1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-text-widget so-widget-text-widget-style-d75171398898-78567\"\n\t\t\t\n\t\t><div class=\"post-component post-component--text\">\r\n    <div class=\"container-n\">\r\n        <div class=\"pl-big\">\r\n            <div class=\"introduction\">KI revolutioniert die Softwareentwicklung und macht sie effizienter, produktiver und innovativer. In diesem Artikel untersuchen wir die Auswirkungen von KI in der Softwareentwicklung anhand von Erkenntnissen, die das ELEKS R&amp;D Team bei der Untersuchung von GitHub Copilot gewonnen hat.<\/div>\n<p>Die Welt der Softwareentwicklung entwickelt sich st\u00e4ndig weiter. KI spielt dabei eine immer wichtigere Rolle. Angesichts der Vorteile, wie z. B. die M\u00f6glichkeit, den Zeit- und Arbeitsaufwand f\u00fcr die Programmierung zu reduzieren, ist es nicht verwunderlich, dass KI heute ein hei\u00dfes Thema in der Softwareentwicklung ist.<\/p>\n<blockquote><p>92 % der Entwickler in den USA verwenden bereits KI-Codierungswerkzeuge bei der Arbeit und au\u00dferhalb der Arbeit.<\/p>\n<p>4 von 5 Entwicklern erwarten, dass KI-Tools die Zusammenarbeit in ihrem Team verbessern.<\/p>\n<p>70 % der Entwickler sind der Ansicht, dass KI-Werkzeuge ihnen bei ihrer Arbeit einen deutlichen Vorteil verschaffen, z. B. durch bessere Codequalit\u00e4t, k\u00fcrzere Entwicklungszeiten und bessere Probleml\u00f6sungsf\u00e4higkeiten.<\/p><\/blockquote>\n<p style=\"text-align: center;\"><em><a href=\"https:\/\/github.blog\/2023-06-13-survey-reveals-ais-impact-on-the-developer-experience\/\" target=\"_blank\" rel=\"nofollow noopener\"> GitHub\u00a0<\/a><\/em><\/p>\n<p>Obwohl KI im Vergleich zu fr\u00fcher noch nicht das Stadium erreicht hat, in dem sie Softwareprodukte ohne menschlichen Eingriff selbstst\u00e4ndig erstellen, testen und einf\u00fchren kann, hat sie die Gesamtdurchlaufzeit erheblich verk\u00fcrzt.<\/p>\n<p>Es gibt viele KI-gesteuerte Werkzeuge, die bei der Entwicklung <a title=\"Individuelle Software\u00adentwicklung\" href=\"https:\/\/eleks.com\/de\/dienstleistungen\/individuelle-softwareentwicklung\/\" target=\"_blank\" rel=\"noopener nofollow\">benutzerdefinierter Anwendungen<\/a> helfen k\u00f6nnen, indem sie Code generieren und automatisch vervollst\u00e4ndigen sowie Fehler erkennen und beheben. Das Forschungs- und Entwicklungsteam von ELEKS hat ein solches Tool - GitHub Copilot - eingehend untersucht, um seinen Einfluss auf die Aufgaben der Entwickler, die Dauer der Fertigstellung und die Qualit\u00e4tsstandards der bereitgestellten Empfehlungen zu bewerten.Lassen Sie uns einen Blick darauf werfen.<\/p>\n<h2>Was ist GitHub Copilot?<\/h2>\n<p>GitHub Copilot ist ein Werkzeug zur automatischen Vervollst\u00e4ndigung und Generierung von Code. Es basiert auf OpenAI Codex und ist auf die \u00f6ffentlichen GitHub-Repositories trainiert. Als Ergebnis schl\u00e4gt es Code f\u00fcr jede Programmiersprache vor. Die Qualit\u00e4t der Vorschl\u00e4ge h\u00e4ngt jedoch von der Anzahl der \u00f6ffentlichen Repositories ab, die auf einer bestimmten Programmiersprache und einem bestimmten Framework basieren.<\/p>\n<p>GitHub Copilot arbeitet mit Code unter Verwendung von Plugins f\u00fcr integrierte Entwicklungsumgebungen (IDE). Derzeit werden nur die folgenden IDEs unterst\u00fctzt:<\/p>\n<ul>\n<li>Visual Studio Code<\/li>\n<li>Visual Studio<\/li>\n<li>Neovim<\/li>\n<li>all IDEs from JetBrains<\/li>\n<\/ul>\n<h2>GitHub Copilot Studie von ELEKS im \u00dcberblick<\/h2>\n<p>Ziel dieser Studie war es, die Auswirkungen des Einsatzes von Copilot sowohl auf die Entwicklungsgeschwindigkeit als auch auf die Qualit\u00e4t zu untersuchen.<\/p>\n<p>Zur Durchf\u00fchrung der Studie wurde ein kleines Pet-Projekt initiiert, das als Testfeld f\u00fcr verschiedene Hypothesen diente. Mit einem Team von vier erfahrenen Entwicklern mit Kenntnissen in React, Redux, TypeScript, Jest, Vite, PHP, Symfony und Codeception begannen wir die Untersuchung und definierten unsere Ziele und Vorgehensweisen wie folgt.<\/p>\n<div class=\"table-scroll\">\n<table class=\"custom-table\">\n<thead>\n<tr>\n<th>Ziel<\/th>\n<th>Ansatz<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Bewertung des Zusammenhangs zwischen der Kompetenz des Entwicklers und der Leistung beim Einsatz des Copiloten<\/td>\n<td>F\u00fcr die Entwicklung des Backends wurde das Framework Symfony gew\u00e4hlt. Das Backend-Team hatte keine nennenswerte Erfahrung mit diesem Framework.<br \/>\nUm die Qualit\u00e4t der Backendl\u00f6sung zu beurteilen, wurde ein Symfony-Experte f\u00fcr ein Code-Review hinzugezogen. Der Experte entwickelte auch eine grundlegende Projektstruktur, die \u00fcber die typische Struktur hinausging und in einem gro\u00dfen kommerziellen Projekt verwendet wurde.<\/td>\n<\/tr>\n<tr>\n<td>Untersuchung der Auswirkungen auf typische Entwicklungsaufgaben<\/td>\n<td>Vor Projektbeginn erstellten wir einen Projektstrukturplan, der die typischen Aufgaben eines Entwicklers in einem kommerziellen Projekt abdeckte. Au\u00dferdem f\u00fchrten wir eine Aufgabenkalkulation durch.<\/td>\n<\/tr>\n<tr>\n<td>Untersuchung der Auswirkungen der Popularit\u00e4t auf Programmiersprachen und Frameworks<\/td>\n<td>Wir haben eine Webanwendung mit Testabdeckung entwickelt.<\/td>\n<\/tr>\n<tr>\n<td>Bewertung der Auswirkungen auf die Dauer der Durchf\u00fchrung der Aufgaben<\/td>\n<td>Wir haben eine vorl\u00e4ufige Sch\u00e4tzung der einzelnen Aufgaben im Rahmen des Projekts vorgenommen.<\/td>\n<\/tr>\n<tr>\n<td>Verbesserung der Effizienz der Forschung<\/td>\n<td>Wir haben w\u00e4hrend der t\u00e4glichen Synchronisationen Sitzungen zum Wissensaustausch innerhalb des Teams abgehalten.<\/td>\n<\/tr>\n<tr>\n<td>Pr\u00fcfung der Qualit\u00e4t der Vorschl\u00e4ge<\/td>\n<td>Wir haben getestet, wie Copilot mit einer nicht klassischen und komplexeren Projektstruktur umgeht.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2>Die wichtigsten Ergebnisse der ELEKS GitHub Copilot Studien<\/h2>\n<p>Die von ELEKS durchgef\u00fchrte Untersuchung von GitHub Copilot f\u00fchrte zu mehreren wichtigen Erkenntnissen, die die M\u00f6glichkeiten und Vorteile des Tools aufzeigen. Nachfolgend eine ausf\u00fchrlichere Beschreibung:<br \/>\n<em>Bitte beachten Sie, dass die Pr\u00fcfungsergebnisse auf dem subjektiven Feedback des Teams, der Beobachtung ihrer Arbeit und der Code\u00fcberpr\u00fcfung ihrer L\u00f6sungen beruhen.<\/em><\/p>\n<h3>Der GitHub Copilot hat zwei Betriebsarten:<\/h3>\n<ul>\n<li>Code-Autokomplettierungsmodus - wirkt sich fast immer positiv auf die Leistung aus.<\/li>\n<li>Kommentarbasierter Codegenerierungsmodus mit Eingabeaufforderung - funktioniert nur gut f\u00fcr typische Codestrukturen. Er kann bei der Generierung von Gesch\u00e4ftslogik oder atypischen L\u00f6sungen kontraproduktiv sein, da die Analyse der vorgeschlagenen Codevarianten viel Zeit in Anspruch nimmt.<\/li>\n<\/ul>\n<h3>Die Qualit\u00e4t der Codevorschl\u00e4ge von GitHub Copilot h\u00e4ngt von folgenden Faktoren ab<\/h3>\n<ul>\n<li>Popularit\u00e4t des ausgew\u00e4hlten Technologie-Stacks in \u00f6ffentlichen Repositories. Je popul\u00e4rer eine Technologie oder Sprache ist, desto h\u00f6her ist die Qualit\u00e4t der Vorschl\u00e4ge von GitHub Copilot.<\/li>\n<li>Code-Struktur und Architektur der Anwendung. Je typischer Ihre L\u00f6sung ist, desto effizienter sind die Vorschl\u00e4ge von GitHub Copilot. Dies macht sich besonders zu Beginn der Projektentwicklung bemerkbar.<\/li>\n<\/ul>\n<h3>Weitere Vorteile von GitHub Copilot:<\/h3>\n<ul>\n<li>Mit der Zeit steigt die Qualit\u00e4t der Codevorschl\u00e4ge. GitHub Copilot lernt und passt sich der Projektstruktur, dem Codestil und den typischen technischen L\u00f6sungsans\u00e4tzen des Projekts an.<\/li>\n<li>Wirkt sich positiv auf die Arbeitszufriedenheit der Entwickler aus. GitHub Copilot \u00fcbernimmt einen Teil der typischen und langweiligen Routineaufgaben. Das Verh\u00e4ltnis zwischen der Entwicklung interessanter Aufgaben und Routineaufgaben ver\u00e4ndert sich, was den Komfort f\u00fcr Entwickler erh\u00f6ht.<\/li>\n<\/ul>\n<h3>Allgemeine Ergebnisse des Teams:<\/h3>\n<ul>\n<li>Das Tool hat keine Auswirkungen auf die Codequalit\u00e4t gezeigt, weder positiv noch negativ. Wir sind der Meinung, dass das Tool den Code-Review-Prozess, das manuelle Testen des Codes durch den Entwickler, die Durchf\u00fchrung von Autotests, Sicherheitstests usw. derzeit nicht ersetzen kann.<\/li>\n<li>Die Effizienz h\u00e4ngt von der Kompetenz des Entwicklers in Bezug auf den jeweiligen Technologie-Stack ab. Je besser die F\u00e4higkeiten des Entwicklers sind, desto effektiver ist das Werkzeug.<\/li>\n<li>Ob GitHub Copilot dazu beitr\u00e4gt, neue Technologien zu erlernen, ist fraglich.<\/li>\n<li>Das Team hatte den Eindruck, dass die Codevorschl\u00e4ge besser werden, wenn alle codebezogenen Dateien in der IDE ge\u00f6ffnet sind.<\/li>\n<li>Wie jedes andere Tool erfordert auch GitHub Copilot gewisse F\u00e4higkeiten. Je mehr das Team \u00fcbte, desto positiver war das Feedback.<\/li>\n<li>Das Feedback zur Leistungssteigerung variiert je nach technischem Stack, Kompetenzniveau des Spezialisten und subjektiven Gr\u00fcnden.Die durchschnittliche Produktivit\u00e4tssteigerung der Teammitglieder liegt bei 5-10%.<\/li>\n<\/ul>\n<p>W\u00e4hrend des Projekts stie\u00df das Team auf mehrere Fehler in GitHub Copilot.Zum Beispiel schlug Copilot Code vor, der auf dem Code eines anderen Projekts basierte, das in einem anderen IDE-Fenster ge\u00f6ffnet war. Der vorgeschlagene Code war syntaktisch falsch. Copilot kollidierte mit den Funktionen einiger (integrierter oder von Drittanbietern hinzugef\u00fcgter) Plugins, die ebenfalls \u00fcber eine Autovervollst\u00e4ndigungsfunktion f\u00fcr Code verf\u00fcgen.<\/p>\n<h2>Fazit<\/h2>\n<p>GitHub Copilot ist ein leistungsstarkes Tool, das sich positiv auf die Entwicklungsgeschwindigkeit und die Arbeitszufriedenheit der Entwickler auswirkt. Wie jedes andere Entwicklungswerkzeug braucht es Zeit, um es zu beherrschen.<\/p>\n<p>Im Moment kostet eine monatliche Lizenz nur $10, w\u00e4hrend der Business Plan $19 pro Monat kostet. GitHub Copilot wird sich zweifellos finanziell lohnen, wenn es in Projekten eingesetzt wird, insbesondere f\u00fcr Spezialisten auf mittlerem und h\u00f6herem Niveau.<\/p>\n<p>Das Team prognostiziert, dass mit zunehmender Erfahrung mit GitHub Copilot die Entwicklungsgeschwindigkeit um 5 bis 25 % gesteigert werden kann, je nach Popularit\u00e4t der Technologie und Kompetenzniveau des Entwicklers. GitHub Copilot wird die Entwicklung garantiert nicht verlangsamen, da die Entwickler nach und nach das Know-how und das Verst\u00e4ndnis daf\u00fcr entwickeln, wann es vorteilhaft ist, das Tool zu verwenden und wann nicht.<\/p>\n<p>Zusammenfassend l\u00e4sst sich sagen, dass die Auswirkungen von KI in der Softwareentwicklung, die durch Tools wie GitHub Copilot veranschaulicht werden, unbestreitbar sind. Insgesamt k\u00f6nnen Tools wie GitHub Copilot einen Entwickler nicht ersetzen, aber sie sind ein wertvolles Werkzeug, um den Komfort und die Produktivit\u00e4t von Entwicklern zu erh\u00f6hen und zur Weiterentwicklung der Softwareentwicklung in einer zunehmend von KI gepr\u00e4gten Welt beizutragen.<\/p>\n                    <\/div>\r\n    <\/div>\r\n<\/div><\/div><\/div><div id=\"panel-78567-1-0-1\" class=\"so-panel widget widget_call-to-action-post panel-last-child\" data-index=\"2\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-call-to-action-post so-widget-call-to-action-post-style-d75171398898-78567\"\n\t\t\t\n\t\t><div class=\"section--cta section--call-to-action-post section--de top-space \">\r\n    <div class=\"container-n\">\r\n        <div class=\"pl-big\">\r\n            <div class=\"section__info  \">\r\n                <div class=\"section__cta\">\r\n                    <div class=\"section__cta-image-wrap\">\r\n                        <img decoding=\"async\" width=\"894\" 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class=\"news__imageWrap\">\r\n                                                <div class=\"news__mask\"><\/div>\r\n                                                <div class=\"news__type\">Expert opinion<\/div>\r\n                                                <div class=\"news__title title-h4\">ChatGPTs neue Deep Research Funktion: Ein Game Changer f\u00fcr die KI-Forschung?<\/div>\r\n                                            <\/div>\r\n                                            <div class=\"news__author-info\">\r\n                                                                                                <div class=\"news__author-block\">\r\n                                                    <div class=\"news__author-image\">\r\n                                                        <img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/eleks.com\/wp-content\/uploads\/volodymyr-getmanskyi-1-150x150.jpg\" class=\"img-fluid\" alt=\"volodymyr getmanskyi\" srcset=\"https:\/\/eleks.com\/wp-content\/uploads\/volodymyr-getmanskyi-1-150x150.jpg 150w, https:\/\/eleks.com\/wp-content\/uploads\/volodymyr-getmanskyi-1-300x300.jpg 300w, https:\/\/eleks.com\/wp-content\/uploads\/volodymyr-getmanskyi-1-400x400.jpg 400w, https:\/\/eleks.com\/wp-content\/uploads\/volodymyr-getmanskyi-1.jpg 600w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>                                                    <\/div>\r\n                                                    <div class=\"news__author-text\">\r\n                                                        <div class=\"news__author-name\">\r\n                                                            Volodymyr Getmanskyi                                                        <\/div>\r\n                                                        <div class=\"news__author-position\">\r\n                                                            Head of Artificial Intelligence Office                                                        <\/div>\r\n                                                    <\/div>\r\n                                                <\/div>\r\n                                                <span class=\"news__url link-n\">\r\n                                                    <span class=\"link-n__text\">Read expert opinion<\/span>\r\n                                                <\/span>\r\n                                            <\/div>\r\n                                        <\/a>\r\n                                                                                                                                                                                            <a class=\"news__item gradient_5 expert-opinion\" href=\"https:\/\/eleks.com\/de\/expert-opinion\/expertenanalyse-rechtsprechung-zur-anfechtung-von-ki-trainingsdatenpraktiken\/\" post-modified=\"2025-02-20 11:56:08\">\r\n                                            <div class=\"news__imageWrap\">\r\n                                                <div class=\"news__mask\"><\/div>\r\n                                                <div class=\"news__type\">Expert opinion<\/div>\r\n                                                <div class=\"news__title title-h4\">Expertenanalyse: Rechtsprechung zur Anfechtung von KI-Trainingsdatenpraktiken<\/div>\r\n                                            <\/div>\r\n                                            <div class=\"news__author-info\">\r\n                                                                                                <div class=\"news__author-block\">\r\n                                                    <div class=\"news__author-image\">\r\n                                                        <img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/eleks.com\/wp-content\/uploads\/volodymyr-getmanskyi-1-150x150.jpg\" class=\"img-fluid\" alt=\"volodymyr getmanskyi\" srcset=\"https:\/\/eleks.com\/wp-content\/uploads\/volodymyr-getmanskyi-1-150x150.jpg 150w, https:\/\/eleks.com\/wp-content\/uploads\/volodymyr-getmanskyi-1-300x300.jpg 300w, https:\/\/eleks.com\/wp-content\/uploads\/volodymyr-getmanskyi-1-400x400.jpg 400w, https:\/\/eleks.com\/wp-content\/uploads\/volodymyr-getmanskyi-1.jpg 600w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>                                                    <\/div>\r\n                                                    <div class=\"news__author-text\">\r\n                                                        <div class=\"news__author-name\">\r\n                                                            Volodymyr Getmanskyi                                                        <\/div>\r\n                                                        <div class=\"news__author-position\">\r\n                                                            Head of Artificial Intelligence Office                                                        <\/div>\r\n                                                    <\/div>\r\n                                                <\/div>\r\n                                                <span class=\"news__url link-n\">\r\n                                                    <span class=\"link-n__text\">Read expert opinion<\/span>\r\n                                                <\/span>\r\n                                            <\/div>\r\n                                        <\/a>\r\n                                                                                                                                                                                            <a class=\"news__item gradient_1 expert-opinion\" href=\"https:\/\/eleks.com\/de\/expert-opinion\/analyse-des-openai-operators\/\" post-modified=\"2025-02-20 11:57:00\">\r\n                                            <div class=\"news__imageWrap\">\r\n                                                <div class=\"news__mask\"><\/div>\r\n                                                <div class=\"news__type\">Expert opinion<\/div>\r\n                                                <div class=\"news__title title-h4\">Analyse des OpenAI-Operators durch ELEKS-Direktor f\u00fcr Architektur und Technologie<\/div>\r\n                                            <\/div>\r\n                                            <div class=\"news__author-info\">\r\n                                                                                                <div class=\"news__author-block\">\r\n                                                    <div class=\"news__author-image\">\r\n                                                        <img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/eleks.com\/wp-content\/uploads\/sergii-bataiev-1-150x150.jpg\" class=\"img-fluid\" alt=\"sergii bataiev\" srcset=\"https:\/\/eleks.com\/wp-content\/uploads\/sergii-bataiev-1-150x150.jpg 150w, https:\/\/eleks.com\/wp-content\/uploads\/sergii-bataiev-1-300x300.jpg 300w, https:\/\/eleks.com\/wp-content\/uploads\/sergii-bataiev-1.jpg 480w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>                                                    <\/div>\r\n                                                    <div class=\"news__author-text\">\r\n                                                        <div class=\"news__author-name\">\r\n                                                            Sergii Bataiev                                                        <\/div>\r\n                                                        <div class=\"news__author-position\">\r\n                                                            Technology &amp; Architecture Director                                                        <\/div>\r\n                                                    <\/div>\r\n                                                <\/div>\r\n                                                <span class=\"news__url link-n\">\r\n                                                    <span class=\"link-n__text\">Read expert opinion<\/span>\r\n                                                <\/span>\r\n                                            <\/div>\r\n                                        <\/a>\r\n                                                                                                                                                    <a class=\"news__item post\" href=\"https:\/\/eleks.com\/de\/blog\/software-lifecycle-meilensteine-herausforderungen-und-best-practices\/\" title=\"Navigation durch den Software-Lifecycle: Meilensteine, Herausforderungen und Best Practices\">\r\n                                    <div class=\"news__imageWrap\">\r\n                                        <img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_Navigating-the-Software-Product-Life-Cycle_-Stages-Challenges-and-Best-Practices-1024x1024.jpg\" class=\"img-fluid news__image\" alt=\"\" srcset=\"https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_Navigating-the-Software-Product-Life-Cycle_-Stages-Challenges-and-Best-Practices-1024x1024.jpg 1024w, https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_Navigating-the-Software-Product-Life-Cycle_-Stages-Challenges-and-Best-Practices-300x300.jpg 300w, https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_Navigating-the-Software-Product-Life-Cycle_-Stages-Challenges-and-Best-Practices-150x150.jpg 150w, https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_Navigating-the-Software-Product-Life-Cycle_-Stages-Challenges-and-Best-Practices-768x768.jpg 768w, https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_Navigating-the-Software-Product-Life-Cycle_-Stages-Challenges-and-Best-Practices.jpg 1520w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                                        <div class=\"news__mask\"><\/div>\r\n                                        <div class=\"news__type\">\r\n                                            Artikel                                        <\/div>\r\n                                    <\/div>\r\n                                    <div class=\"news__info\">\r\n                                        <div class=\"news__title title-h5\">\r\n                                            Navigation durch den Software-Lifecycle: Meilensteine, Herausforderungen und Best Practices                                        <\/div>\r\n                                        <div class=\"news__url\">\r\n                                            <span class=\"link-n\"><span class=\"link-n__text\">Artikel lesen<\/span><\/span>\r\n                                        <\/div>\r\n                                    <\/div>\r\n                              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https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_How-generative-AI-is-revolutionising-the-energy-sector-150x150.jpg 150w, https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_How-generative-AI-is-revolutionising-the-energy-sector-768x768.jpg 768w, https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_How-generative-AI-is-revolutionising-the-energy-sector.jpg 1520w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                                        <div class=\"news__mask\"><\/div>\r\n                                        <div class=\"news__type\">\r\n                                            Artikel                                        <\/div>\r\n                                    <\/div>\r\n                                    <div class=\"news__info\">\r\n                                        <div class=\"news__title title-h5\">\r\n                                            Erneuerbare Energien: Wie KI den Energiesektor revolutioniert                 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https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_Exploring-the-Benefits-of-Healthcare-Software-Systems-768x768.jpg 768w, https:\/\/eleks.com\/wp-content\/uploads\/Square_1520x1520_Exploring-the-Benefits-of-Healthcare-Software-Systems.jpg 1520w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                                        <div class=\"news__mask\"><\/div>\r\n                                        <div class=\"news__type\">\r\n                                            Artikel                                        <\/div>\r\n                                    <\/div>\r\n                                    <div class=\"news__info\">\r\n                                        <div class=\"news__title title-h5\">\r\n                                            Erkundung der Vorteile von Software-Systemen f\u00fcr den Einsatz im Gesundheitswesen                                        <\/div>\r\n                                        <div class=\"news__url\">\r\n       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innovativer. In diesem Artikel untersuchen wir die Auswirkungen von KI in der Softwareentwicklung anhand von Erkenntnissen, die das ELEKS R&amp;D Team bei der Untersuchung von GitHub Copilot gewonnen [&hellip;]<\/p>\n","protected":false},"author":53,"featured_media":70171,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[122],"tags":[437,431],"class_list":["post-78567","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-unkategorisiert","tag-app-entwicklung","tag-kuenstliche-intelligenz","expertises-data-science-de","category_posts-software-development-de"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ELEKS&#039; GitHub Copilot Exploration: KI in der Softwareentwicklung<\/title>\n<meta name=\"description\" content=\"Entdecken Sie die Rolle der KI in der Softwareentwicklung. 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