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AI-Era Coding: From Speed to Mastery

A progressive path for builders who use AI to write code, starting with the tactical habit that prevents review from eating your speed gains, moving through choosing the right AI partner temperament, stepping back to the director mindset that holds the whole project together, identifying the meta-skill of knowing what to generate, and landing on the quality gap users notice when you skip all of this.

Who this is for

Builders who ship with AI coding tools and want to move past raw speed toward durable output. Each article addresses a distinct failure mode that compounds if left unchecked.

Why follow this series

Five articles that trace the real learning curve of AI-assisted development. You start by catching drift before it becomes a review bottleneck, then learn to pick the AI partner whose instincts compensate for yours. From there, the lens widens: the uber-engineer holds context no model can upload, the irreplaceable skill turns out to be knowing what code to generate, and the final piece confronts the quality gap your users already feel. Read in order, the sequence mirrors the stages most builders pass through, from early speed wins to the harder discipline that makes those wins stick.

Each article carries the argument forward. Start where you need to, but the sequence is deliberate.

  1. 2X AI Coding Speed, Without the Slop

    You've started shipping faster with AI, and now each session threatens to turn you into your own full-time reviewer. A good live sound engineer doesn't wait...

  2. Your Best AI Coding Partner Is the One Least Like You

    Why AI pair programming is a team-composition problem, and the right partner supplies the engineering temperament you keep skipping. You are choosing betwee...

  3. The Uber-Engineer Doesn't Write Code

    You've mastered AI coding tools, and the codebase is starting to fight back. A film director doesn't act. Doesn't operate the camera. Doesn't apply makeup o...

  4. The Skill AI Can't Replace

    I've been writing code for decades, with breaks in between. In that time, the conversation flipped from "learn to code" to "AI will replace coders." Both cam...

  5. The One-Shot Illusion

    AI can build your app in an afternoon. Your users will figure that out just as fast. I've been trying other people's AI-coded apps. Apps built by indie hack...

See the thinking before it becomes work. See the work before it's public.

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