01 · Myths

What it doesn't mean

Myth 01Any coding with AI help is vibe coding.
What's true

In the original sense the key feature is not reading the code: you judge by whether it runs, not by what it says. A developer who reviews and understands every AI-written line is using an assistant rather than vibe coding.

Myth 02Vibe coding means anyone can now build production software.
What's true

Supporters point to how far non-programmers can now get. Critics point to code nobody understands, and to problems with maintenance, accountability and security. Both sides are describing real effects.

02 · The long read

What it really means

Vibe coding names something programmers had been doing quietly and finally admitting to.

The term came from Andrej Karpathy in February 2025. Karpathy is a computer scientist, a co-founder of OpenAI and Tesla's former head of AI. He described a way of programming where you "fully give in to the vibes" and, in his own words, "forget that the code even exists." You tell an AI model what you want in ordinary language. It writes the code. You run it, say what's wrong, and let it try again. You don't read it.

That last part is what makes it vibe coding rather than just using an assistant. Judging the work by whether it runs, not by what it says, is either liberating or alarming, depending on who is watching.

Collins made it Word of the Year for 2025. In announcing the pick, Collins described it as programming by vibes, not variables. It said the word had spread well beyond Silicon Valley because it caught a wider shift towards having AI help with everything. Collins also acknowledged the argument still going on over whether vibe coding is revolutionary or reckless. Much of the rest of its 2025 shortlist was about technology too, from clanker (a mocking word for AI) to taskmasking (pretending to be busy at the office).

The argument is real. Supporters say people who never trained as engineers can now build working tools, which a New York Times columnist called "software for one". Critics answer that nobody can be accountable for code no one has read, and that such code is hard to maintain and can hide security holes. In mid-2025 the AI researcher Andrew Ng objected to the name itself. He said it wrongly suggests that engineers using AI are just going with the vibes.

The word has lasted because it names that tension: the speed, and how little the person doing it may understand.

03 · Provenance

Where it comes from

  1. 2023

    Karpathy remarks that 'the hottest new programming language is English', the idea vibe coding later builds on.

  2. February 2025

    Karpathy names 'vibe coding': giving in to the vibes and, in his words, forgetting that the code even exists.

  3. March 2025

    Merriam-Webster lists the term as 'slang & trending'.

  4. 6 November 2025

    Collins names vibe coding its Word of the Year 2025.

04 · In the wild

In real life

  • She vibe coded a little app over the weekend that tells her which of her houseplants needs water. She couldn't tell you how a single line of it works.
  • 'Did you review this pull request?' 'Not exactly. I vibe coded it, and the tests pass.'
  • The startup's founder showed off a working prototype after an afternoon of vibe coding. The engineers they hired later spent a month working out what it actually did.
05 · Asked often

Questions

Q01What does vibe coding mean?

It means building software by telling an AI model what you want in plain language and letting it write the code, often without reading that code carefully. You test the result, describe what's wrong, and let the AI fix it.

Q02Who coined vibe coding?

The computer scientist Andrej Karpathy, a co-founder of OpenAI and former head of AI at Tesla, in February 2025. Collins credits him with the term.

Q03Why was vibe coding Collins's Word of the Year?

Collins said the term had spread well beyond Silicon Valley and captured a broader shift towards AI-assisted everything in daily life. It also noted that experts were still arguing over whether the practice is revolutionary or reckless.

Q04Is vibe coding a good idea?

It depends on the stakes. It's quick for prototypes and personal tools. Critics warn that code nobody has read is hard to maintain and may hide security flaws.

06 · Evidence

Sources

  1. Collins' Word of the Year 2025: AI meets authenticity as society shifts. Collins Dictionary Language Blog (6 November 2025).
  2. Collins Word of the Year 2025: Collins Dictionary.
  3. Vibe coding: Wikipedia.
07 · Nearby

Words around it