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Vibe Coding

Vibe coding is building software by describing what you want in plain language to an AI coding assistant and iterating on what it produces, rather than writing the code by hand.

What Is Vibe Coding?

The term was popularized by Andrej Karpathy in 2025 to describe leaning fully into AI-generated code without reading every line it produces. It's contested because in practice it covers a wide range, from "I described a feature, reviewed the diff, and understood what changed" to "I never looked at the generated code at all," and those carry very different risk. When it's a reasonable way to work: prototypes, internal tools, one-off scripts, and early MVPs, where speed matters more than long-term maintainability and a bug's blast radius is small. Founders without an engineering background can get a working product in front of users far faster than learning to code first. When it's risky: anything touching payments, authentication, or user data, where code you can't explain is code you can't be accountable for when it breaks or leaks something. "The AI wrote it" isn't a defense to a customer whose data got exposed. How it differs from no-code: no-code tools abstract code away behind a visual builder, there's no code to read even if you wanted to. Vibe coding produces real code, you're choosing not to review it closely, which is a decision you can also choose not to make on the parts that matter. Practical rule: vibe code the feature, then actually read the diff before anything that touches money, auth, or customer data ships. Tools in this space include Cursor, Claude Code, Replit Agent, v0, and bolt.new.

Examples

A founder vibe-codes an entire onboarding flow in an afternoon using Cursor, ships it after a quick read of the diff, then stops to manually review and test the Stripe webhook handler line by line before it goes live, because that's the part where an unreviewed mistake costs real money.
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Related Terms

AI Wrapper

An AI wrapper is a product built mainly as a thin interface on top of an existing foundation model's API, adding a prompt, a UI, and light orchestration without materially extending what the underlying model can do on its own.

MVP (Minimum Viable Product)

An MVP is the simplest version of your product that solves the core problem for early users. It has just enough features to validate your idea and gather feedback—nothing more.

No-Code

No-code is building working software using visual, configuration-based tools instead of writing code by hand.

Technical Debt

The implied cost of future rework caused by choosing a quick, easy solution now instead of a better approach that would take longer.

A/B Testing

A/B testing (split testing) means showing two versions of something to different users and measuring which performs better. Version A vs. Version B. Data wins, opinions lose.

Account-Based Selling

Account-based selling is a sales strategy that targets a curated list of specific named companies individually, tailoring outreach and pitch to each one, instead of casting a wide net across anyone who might vaguely fit.

View all terms