CISO Results

CISO Results Helping small business owners find simple, practical ways to use AI to save time, reduce admin work, and improve customer follow-up.

๐—”๐—œ ๐—ฐ๐—ผ๐—ฑ๐—ถ๐—ป๐—ด ๐˜๐—ผ๐—ผ๐—น๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐—ฐ๐—ฟ๐—ฒ๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—ฎ ๐—ฟ๐—ฒ๐—ฎ๐—น ๐˜€๐—ต๐—ถ๐—ณ๐˜.Founders, operators, and small teams can now build working apps faster than ev...
06/02/2026

๐—”๐—œ ๐—ฐ๐—ผ๐—ฑ๐—ถ๐—ป๐—ด ๐˜๐—ผ๐—ผ๐—น๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐—ฐ๐—ฟ๐—ฒ๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—ฎ ๐—ฟ๐—ฒ๐—ฎ๐—น ๐˜€๐—ต๐—ถ๐—ณ๐˜.

Founders, operators, and small teams can now build working apps faster than ever. That part is exciting.

But I am also seeing the other side of it.

The app works, but nobody fully understands it anymore. The AI loses context. Debugging gets harder. Security and documentation become afterthoughts. Eventually, the project starts to feel risky to change.

That is the tension behind my latest newsletter:

๐—ฉ๐—ถ๐—ฏ๐—ฒ ๐—–๐—ผ๐—ฑ๐—ถ๐—ป๐—ด ๐—œ๐˜€ ๐—š๐—ฟ๐—ฒ๐—ฎ๐˜ ๐—จ๐—ป๐˜๐—ถ๐—น ๐˜๐—ต๐—ฒ ๐—”๐—ฝ๐—ฝ ๐—ข๐˜‚๐˜๐—ด๐—ฟ๐—ผ๐˜„๐˜€ ๐˜๐—ต๐—ฒ ๐—–๐—ต๐—ฎ๐˜

I wrote about the top 5 issues I am seeing with AI-built apps and how Documentation-Driven Development can help founders keep control without slowing everything down.

Curious how others are handling this. Are you using AI to build software, internal tools, or prototypes yet?





https://www.linkedin.com/pulse/vibe-coding-great-until-app-outgrows-chat-michael-winkler-9tcuf

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