Roth didn’t set out to become a professional developer. Instead, he treated AI as his partner. With Claude Pro and Cursor, he was able to describe what he wanted, iterate quickly, and compare different solutions.<\/p>\n
Pitting Claude against Cursor became a recurring tactic, with each tool catching what the other missed. For design help, he leaned on Google’s Gemini<\/a>, while Expo handled deployment. He spent $807 creating this app, a fraction of what custom dev shops charge.<\/p>\n Not everything went smoothly. Early attempts to get AI to build entire features at once led to dead ends<\/a>. The winning strategy? “Think like a snow fort”: build small, test for strength, then keep stacking.<\/p>\n Roth also learned to spot AI’s “false confidence.” When Claude assured him that FFmpegKit was the simplest way to generate video clips, a quick check on Reddit revealed it was deprecated. Pivoting to screen recording saved the project.<\/p>\n GitHub became his safety net. By branching aggressively, he avoided losing weeks of work to AI-generated rabbit holes.<\/p>\n Related stories<\/p>\n Business Insider tells the innovative stories you want to know<\/p>\n Business Insider tells the innovative stories you want to know<\/p>\n And perhaps the most underrated tip: setting strict session limits to resist the temptation of “just one more feature,” which often broke other features he’d already completed.<\/p>\n AI-assisted coding is messy, but powerful<\/a>. You don’t need to be a programmer; you need to be a clear communicator, a patient tester, and willing to pivot. For builders with ideas, the walls around software creation are crumbling.<\/p>\n Sign up for BI’s Tech Memo newsletter here<\/a>. Reach out to me via email at abarr@businessinsider.com<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"What if you could take an idea on a napkin and, instead of years of coding classes, have…\n","protected":false},"author":2,"featured_media":102191,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[45],"tags":[182,181,507,74],"class_list":["post-102190","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence","tag-ai","tag-artificial-intelligence","tag-artificialintelligence","tag-technology"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/102190","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/comments?post=102190"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/102190\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media\/102191"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media?parent=102190"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/categories?post=102190"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/tags?post=102190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![\"\"\/](\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2025\/08\/1754989098_269_placeholder.png\")
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