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The Small-Step Method of AI Development

Claude Code Conversations with Claudine

Claude Code Conversations with Claudine
The Small-Step Method of AI Development
Apr 06, 2026
AI tools can generate large amounts of code quickly, but that speed often becomes a liability when builders skip the discipline of incremental, verifiable progress. This episode explores why the most effective AI developers work in small, deliberate steps โ€” validating each stage before moving forward. In an era where AI can produce an entire system in minutes, the small-step method is what separates working systems from impressive-looking failures.


 Produced by VoxCrea.AI

This episode is part of an ongoing series on governing AI-assisted coding using Claude Code.

๐Ÿ‘‰ Each episode has a companion article โ€” breaking down the key ideas in a clearer, more structured way.
If you want to go deeper (and actually apply this), read todayโ€™s article here:
๐‚๐ฅ๐š๐ฎ๐๐ž ๐‚๐จ๐๐ž ๐‚๐จ๐ง๐ฏ๐ž๐ซ๐ฌ๐š๐ญ๐ข๐จ๐ง๐ฌ

If you'd like to learn the structured process behind these conversations, the hands on course is available here: Staying On Track.

๐†๐จ๐ฅ๐๐ž๐ง ๐€๐ซ๐œ๐ก๐ข๐ญ๐ž๐œ๐ญ ๐€๐œ๐š๐๐ž๐ฆ๐ฒ is a new community exploring that idea together. Here we discuss the process discussed in ๐‚๐ฅ๐š๐ฎ๐๐ž ๐‚๐จ๐๐ž ๐‚๐จ๐ง๐ฏ๐ž๐ซ๐ฌ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐ฐ๐ข๐ญ๐ก ๐‚๐ฅ๐š๐ฎ๐๐ข๐ง๐ž.

 At aijoe.ai, we build AI-powered systems like the ones discussed in this series.
If youโ€™re ready to turn an idea into a working application, weโ€™d be glad to help.