Cory Doctorow argues that understanding computers at multiple abstraction levels—from cardboard CARDiac to BASIC code to modern "vibe coding"—builds "legibility" and Fingerspitzengefühl essential for problem-solving, and that automated code tools serve as a funnel for cultivating deeper technical skills.
Background
- **Cory Doctorow** is a prominent Canadian-British author, journalist, and activist known for his work on digital rights, copyright reform, and tech criticism. He writes the long-running blog *Pluralistic*.
- **CARDiac** ("CARDboard Illustrative Aid to Computation") was a 1968 Bell Labs papercraft computer used to teach how computers work at a mechanical level — no electricity, just cardboard tokens and slots.
- **"Vibe coding"** is a recent term for using AI tools (like large language models) to generate code by describing what you want, without needing to understand the code yourself.
- The essay argues that **"legibility"** — being able to see and understand what a system is doing at each layer of abstraction (from cardboard tokens to transistors to source code) — is essential for learning, debugging, and improving technology. Features like **View Source** in web browsers once gave everyone that transparency.
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