Vibe Coding

What is Vibe Coding? Why AI Code Review is the Future In February 2025, Andrej Karpathy, former Tesla AI Lead and OpenAI co-founder, tweeted a phrase that would define a new paradigm in software development: “There’s a new kind of coding I call ‘vibe coding’, where you fully give in to the vibes, embrace exponentials, and forget that the code even exists.” In the months since, vibe coding has evolved from a catchy meme into one of the most significant AI software engineering trends of the decade. Non-technical founders are shipping complex web apps in hours, product managers are replacing spreadsheet systems with automated dashboards, and engineers are building features at a velocity that was previously unimaginable. ...

Prerequisite: Familiarity with the concepts introduced in Executive Summary. Review it first if the terminology in this part is unfamiliar. Part 1 — Vibe Coding & Non-Technical Founders: Demystifying the Magic For decades, the highest barrier to launching a software startup was the Engineering Talent Bottleneck. Non-technical founders with ground-breaking domain insights were forced to spend months raising capital or searching for technical co-founders before writing a single line of code. ...

Executive Summary — The Vibe Coding Revolution & Enterprise Code Review Guardrails The software development ecosystem is experiencing a seismic shift dubbed Vibe Coding. Coined by leading AI researchers, “Vibe Coding” describes a workflow where an author describes desired application behavior in natural language, delegating 100% of the actual syntax typing, framework boilerplate, and refactoring tasks to frontier LLMs. While Vibe Coding enables founders and domain experts to ship functional applications at unprecedented speed, it introduces severe architectural risks when applied naively to enterprise production systems. ...