{"id":8094954,"date":"2025-03-17T08:43:54","date_gmt":"2025-03-17T15:43:54","guid":{"rendered":"https:\/\/aadev22.local\/?post_type=aa_event_session&#038;p=8094954"},"modified":"2025-07-11T09:22:59","modified_gmt":"2025-07-11T16:22:59","slug":"ai-assisted-coding-enhancing-development-or-increasing-technical-debt","status":"publish","type":"aa_event_session","link":"https:\/\/agilealliance.org\/resources\/sessions\/ai-assisted-coding-enhancing-development-or-increasing-technical-debt\/","title":{"rendered":"AI-Assisted Coding: Enhancing Development or Increasing Technical Debt?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">In this Agile Alliance Tech Talk, Mark Levison explores the impact of AI on coding practices, critically examining common misconceptions and potential pitfalls. He highlights how AI models do not actually &#8220;think&#8221; or &#8220;reason&#8221; but instead generate responses based on statistical probabilities. Levison discusses concerns such as increased duplicated code, reliance on imperfect training data, and diminishing critical thinking skills among developers using AI-assisted coding tools.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Using real-world examples, he illustrates how AI-generated code can introduce inefficiencies and errors, emphasizing the need for developers to approach AI-generated outputs with skepticism. He also explores how AI affects self-confidence in problem-solving and the importance of maintaining human oversight in coding decisions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To mitigate these challenges, Levison advocates for stronger critical thinking skills, collaboration, and best practices such as test-driven and behavior-driven development. He suggests AI can be beneficial in areas like test automation and bug triage but warns against over-reliance on AI for core development tasks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The session concludes with a Q&amp;A, where attendees discuss strategies for fostering better coding practices in an AI-driven landscape.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>This is an AI-generated summary of the event. <\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mark Levison examines the impact of AI on coding, highlighting its limitations, risks of duplicated code, and the need for critical thinking, while suggesting AI&#8217;s best use cases in software development.<\/p>\n","protected":false},"author":8033092,"featured_media":8094685,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","categories":[],"tags":[],"event_session_cat":[],"session_aud_level":[],"event_session_type":[],"content_source":[1618],"event_session_tags":[],"class_list":["post-8094954","aa_event_session","type-aa_event_session","status-publish","has-post-thumbnail","hentry","content_source-agile-tech-talks"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"Mark Levison examines the impact of AI on coding, highlighting its limitations, risks of duplicated code, and the need for critical thinking, while suggesting AI&#039;s best use cases in software development.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Joe Foley\"\/>\n\t<link rel=\"canonical\" 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the impact of AI on coding, highlighting its limitations, risks of duplicated code, and the need for critical thinking, while suggesting AI&#039;s best use cases in software development.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/agilealliance.org\/resources\/sessions\/ai-assisted-coding-enhancing-development-or-increasing-technical-debt\/\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/agilealliance.org\/wp-content\/uploads\/2025\/02\/ATT-AI-assisted-coding-mark-levison.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/agilealliance.org\/wp-content\/uploads\/2025\/02\/ATT-AI-assisted-coding-mark-levison.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"1600\" \/>\n\t\t<meta property=\"og:image:height\" content=\"840\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2025-03-17T15:43:54+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2025-07-11T16:22:59+00:00\" \/>\n\t\t<meta 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