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Lean Code

A minimal set of coding principles that scale fractally, from a single function to an entire system.

Lean Code is not the opposite of Clean Code. It is what Clean Code should have been.

The Axiom

Preserve the developer's cognitive capacity for logic.

The Principles

I. Structure — How code is cut.

  • I.1 One unit, one job.
  • I.2 Scope defines size.

II. Naming — How code is labelled.

  • II.1 Verb and scope from a closed vocabulary.
  • II.2 Nomenclature: spell out, choose the most naive word, no synonyms.
  • II.3 Namespace carries scope, name carries noun.

III. Scope — How code stays separated.

  • III.1 Understood where it is read.
  • III.2 Same code, different scope, stays separate.
  • III.3 Comments: file header only. Everything else is self-documenting.

Read the full manifesto: manifesto.md

Translations: Deutsch · Español · Français · Italiano · Português · 中文 · 日本語 · Русский · العربية

Examples

The examples/ directory demonstrates Lean Code at four fractal levels:

Level Directory What it shows
Function 01_function/ One function, one job. Naming, scope, size.
File 02_file/ Multiple functions in one file. Composition and flow.
Module 03_module/ Multiple files with namespaces. Separation of concerns.
Application 04_application/ Complete small app. The fractal at system level.

Each level is implemented in five languages: JavaScript, Go, Python, Rust, and PHP.

All examples use the same domain — processing orders into invoices — so you can trace the same principles across languages and scales.

Principles

The principles/ directory contains one file per principle with code examples showing violations and lean alternatives.

The Test

Open any file. Read any function. If you understand what it does without jumping elsewhere, it is lean. If you cannot, it is not.

License

BSD 3-Clause — Vivian Voss, 2026

About

Lean Code: KISS in your head, not rules on a wall. A coding manifesto.

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