MacVoices #26248: AI Development: Start Small, Learn Safely, Then Build Bigger with Adam Engst (3)
Release Date: 09/03/2026
MacVoices
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Adam Engst explains why AI software development should be approached as an evolution, starting with safe, verifiable data analysis, advancing to simple scripts, and eventually building applications. He distinguishes programming from development, arguing that non-programmers can act as product managers who direct AI, demand security checks, define requirements, and create software tailored to problems existing apps do not solve. (3) This edition of MacVoices is brought to you by the MacVoices Dispatch, our weekly newsletter that keeps you up-to-date on any and all MacVoices-related...
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Our conversation with Adam Engst continues with an exploration of how AI can help non-programmers build sophisticated software by following professional development practices. Adam explains using specifications, architecture documents, and AI-guided decisions to create reliable apps, then examines the approach his app, SetShot, takes to macOS settings, privacy, security, user feedback, Cloudflare, GitHub, and minimizing sensitive data collection. MacVoices is supported by Take Control Books. Expert advice from leading tech authors. Visit and start your library today. Show Notes:...
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Adam Engst looks back at HyperCard as an early tool that democratized software creation, then connects its legacy to today’s AI-assisted development. He outlines how Claude helped turn an idea for tracking macOS setting changes into a working Mac app, . Adam discusses Xcode, GitHub, rapid iteration, and the value of visual feedback in his development process, and how AI lowers programming barriers without eliminating the need for thought, judgment, and effort. This edition of MacVoices is supported by . What happens before and after the shows is uncensored, on-topic, off-topic, and...
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info_outlineAdam Engst explains why AI software development should be approached as an evolution, starting with safe, verifiable data analysis, advancing to simple scripts, and eventually building applications. He distinguishes programming from development, arguing that non-programmers can act as product managers who direct AI, demand security checks, define requirements, and create software tailored to problems existing apps do not solve. (3)
This edition of MacVoices is brought to you by the MacVoices Dispatch, our weekly newsletter that keeps you up-to-date on any and all MacVoices-related information. Subscribe today and don't miss a thing.
Show Notes:
Chapters:
Links:
Decades After HyperCard, AI Is Democratizing Development Again by Adam Engst in TidBITS
SetShot by Adam Engst
SetShot Tracks macOS Settings Changes - TidBITS
Guests:
Adam C. Engst is the publisher of TidBITS, one of the oldest and most respected Internet-based newsletters, distributed weekly to tens of thousands of readers. He has written numerous technical books, including the best-selling Internet Starter Kit series, and many magazine articles—thanks to Contributing Editor positions at MacUser, MacWEEK, and Macworld.
His innovations include the creation of the first advertising program to support an Internet publication in 1992, the first flat-rate accounts for graphical Internet access in 1993 (with Northwest Nexus for Internet Starter Kit for Macintosh), and the highly successful Take Control electronic book series. In addition, he has collaborated on several educational videos on the Internet and has appeared on various internationally broadcast television and radio programs.
His tireless support of the Macintosh community and commitment to helping individuals have resulted in numerous awards and recognition at the highest levels. In the annual MDJ Power 25 survey of industry insiders, he ranked as the second (2000), third (2001, 2002), fourth (2003), fifth (2004), and third (2005/2006) most influential person in the Macintosh industry. He has also been included on the MacTech 25 list of influential people in the Macintosh technical community for 2006 and 2007, and he was named one of MacDirectory’s top ten visionaries.
And how many industry figures can boast of being turned into an action figure?
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