MacVoices #26247: Adam Engst on How AI Lets Non-Programmers Follow Professional Software Development (2)

Sep 2, 2026 | Interview

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 TakeControlBooks.com and start your library today.

Show Notes:

Chapters:

00:00 Adam Engst on AI-assisted software development
00:11 Take Control Books
00:24 Learning to build software with AI
01:23 Professionalizing AI-assisted development
01:53 When a simple script doesn’t need a specification
02:14 Why serious applications should start with a spec
02:55 Creating an architecture document with AI
03:31 Letting AI recommend technologies and explain tradeoffs
03:46 Why AI should ask one question at a time
04:07 Building an architecture through an AI interview
04:30 Maintaining architectural consistency as software evolves
05:03 How guardrails prevent bugs, performance, and security problems
05:35 Security and privacy considerations
05:55 Understanding SetShot’s potential privacy concerns
06:05 How SetShot snapshots and compares macOS settings
06:35 Trusting software with access to computer data
06:58 SetShot’s online knowledge base
07:39 Submitting unrecognized settings
08:10 Using Claude to create human-readable descriptions
08:38 Sending user feedback safely
09:06 Text replacements and potentially sensitive information
09:48 Minimizing the collection of personal information
10:11 Using Cloudflare Workers to protect user identity
10:41 Sending submissions to GitHub
11:05 What identifying information is actually transmitted
11:15 Addressing the perception of privacy risk
11:47 Understanding the scope of SetShot
12:13 Sensitive information in text replacements

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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