Vibe+

Because working software is only the beginning.

Vibe coding has changed how software gets created. An idea can move from human intent to working software through a conversation with AI. But getting software to work has never been the whole problem. Once an application meets the real world, a different set of questions begins: Is it secure? Will it scale? Are people using it? Did it accomplish what we intended?

Vibe+ is a proposed way of thinking about what happens when the relationship between people, AI, and software continues beyond “it works.”

Vibe+ extends vibe coding beyond creation. It keeps AI involved after the software works—assessing what was built, understanding how it performs in the real world, and using that evidence to guide what should improve next.

Or, more simply: Vibe coding gets you to “it works.” Vibe+ starts there.

The idea is to close the loop between intent and reality: Intent → Software → Reality → Evidence → Intent → … People still decide what matters. AI helps make sense of what happened and what to do next.

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Test Pipeline

The Case for Vibe+: When Vibe Coding Meets the Real World

Why “it works” is becoming less useful as the finish line, and why real-world evidence needs a path back into development.

What Makes Software Vibe+?

Five characteristics that separate Vibe+ from software that merely uses AI somewhere along the way.

Vibe+ is intentionally a proposed idea rather than a finished methodology. It gets more useful as people building software with AI test it, challenge it, and refine it.