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How People Are Using AI For Vibe Coding

In 2025, people “vibe code” by asking Claude, Cursor/o3, and Comet to build and modify software end-to-end—pushing PRs without reading the code, one-shotting games and web apps, wiring databases via MongoDB’s MCP, and even generating thousands of projects (one team reports $48,952.95 in model spend with zero human-written code). The tradeoffs show up quickly: posts describe production friction and outdated dependencies, loss of code understanding and fast-accumulating tech debt, and a security failure where a vibe-coded app exposed user data via a simple GET; practical mitigations include asking the agent to clean, de-bloat, and document after it finishes. Tools keep lowering the bar (Gemini 2.5 Pro for coding; OSS agent platforms that read/write files and run commands), but the guidance is to use vibe coding for prototypes or constrained features and apply human review before scale.

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Insights from builder, researcher, investors, and domain experts. Opinions are the authors.

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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. It's possible because the LLMs (e.g. Cursor Composer w Sonnet) are getting too good. Also I just talk to Composer with SuperWhisper so I barely even touch the keyboard. I ask for the dumbest things like "decrease the padding on the sidebar by half" because I'm too lazy to find it. I "Accept All" always, I don't read the diffs anymore. When I get error messages I just copy paste them in with no comment, usually that fixes it. The code grows beyond my usual comprehension, I'd have to really read through it for a while. Sometimes the LLMs can't fix a bug so I just work around it or ask for random changes until it goes away. It's not too bad for throwaway weekend projects, but still quite amusing. I'm building a project or webapp, but it's not really coding - I just see stuff, say stuff, run stuff, and copy paste stuff, and it mostly works.

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