Vibe Coding Manifesto

Vibe Coding is a delivery mindset: the model writes most of the code, while humans provide context, architecture, and constraints. The goal is speed with accountability.

The role shift

In AI-assisted development, the highest-leverage work is no longer memorizing syntax. It’s defining intent, guardrails, and architecture—then validating what ships.

Think in systems and interfaces, not files
Define constraints before generating code
Validate with tests, edge cases, and real data

Operating principles

Use AI to accelerate the loop—but don’t outsource responsibility. You own the architecture, the trade-offs, and the reliability of the output.

Prefer small iterations over big rewrites
Write code only when the model can’t
Optimize for time-to-market without sacrificing maintainability

What good looks like

A working product on a production URL, with clear next steps and the ability to iterate—without the project collapsing under its own complexity.