compare --concepts
Vibe coding vs agentic coding: what's the difference?
Vibe coding is about not reading the code: you prompt, run the app and keep going. Agentic coding is about autonomy: an AI agent plans and carries out a whole task while you review. They overlap, and most tools now support both.
Vibe coding describes your relationship with the code: you accept what the AI writes without reviewing it. Agentic coding describes the AI's autonomy: an agent reads the codebase, edits many files, runs commands and tests, then reports back.
You can vibe code with an agent (approve everything it does without reading it) or review an agent's work closely, which is agentic coding but not vibe coding.
Where the terms come from
Vibe coding. In a February 2025 post on X, Andrej Karpathy described a way of coding where you give in to the vibes, accept the AI's changes without reading the diffs and forget the code exists, and he framed it as fine for throwaway weekend projects. By November 2025 Collins Dictionary had made it its Word of the Year, defining it as using AI prompted by natural language to help write code. Merriam-Webster lists it as slang, noting that it often means accepting some bugs.
Not all AI coding is vibe coding. Simon Willison drew the line in March 2025: if you review, test and can explain the code the model wrote, you're doing AI-assisted programming, not vibe coding.
Agentic coding. Anthropic's Claude Code documentation describes it as an agentic coding tool that reads your codebase, edits files and runs commands. A May 2025 review paper on arXiv contrasts the two: vibe coding as a conversational, human-in-the-loop way to prototype, agentic coding as goal-driven agents that plan, execute, test and iterate with little intervention, and treats them as complementary.
Vibe coding vs agentic coding, side by side
Our summary of the sources above.
| Vibe coding | Agentic coding | |
|---|---|---|
| Who drives | You prompt, look at the result, and prompt again. | You set a goal; the agent plans, edits, runs commands and tests until it's done. |
| Reading the code | Optional by definition: you judge the app, not the diff. | The agent reads the codebase; you review its plan, diffs or pull request. |
| Unit of work | One prompt, one visible change. | A whole task: a feature, a bug fix, a refactor across many files. |
| Typical tools | Browser app builders and chat-to-app tools. | Coding agents and agentic IDEs working in a real repo, locally or in the cloud. |
| Good for | Prototypes, internal tools, weekend projects, testing an idea. | Production code you'll maintain, larger codebases, work you'll hand to others. |
| Main risk | Bugs and security holes nobody looked at (secrets, missing access rules). | Large changes you approve without understanding; runaway usage costs. |
Which tools fit which style
Built for vibe coding: browser builders such as Lovable, Bolt, Base44, v0 and Google AI Studio show you the running app, not the code, and handle hosting for you.
Built for agentic coding: Claude Code, Codex, GitHub Copilot's cloud agent, Antigravity and Kiro take a task, work through it across your repo and hand back diffs or a pull request. Kiro's spec mode writes requirements and a design before any code.
Both: Replit and Cursor can run an agent on a whole task, and you decide how closely to read the result.
How much developers actually vibe code
- Stack Overflow Developer Survey 2025: 84% of respondents are using or planning to use AI tools in development (up from 76%), and 50.6% of professional developers use AI tools daily. source
- Stack Overflow Developer Survey 2025: asked whether vibe coding is part of their professional work, 72.2% said No and 5.3% 'No, emphatically'. About 15% said yes in some form (Yes 11.9%, Yes somewhat 2.8%, Yes emphatically 0.4%). 54.2% of respondents answered. source
- Stack Overflow Developer Survey 2025: only 3.1% highly trust AI output accuracy, while 19.6% highly distrust it. source
Which should you use?
Vibe code when the stakes are low: a prototype to show users, an internal tool, a landing page, a game for fun. Move to agentic coding with review when real users, payments or personal data are involved. Before launch, check the basics AI-built apps most often miss: secrets in the code, database access rules (row-level security in Supabase) and spending limits on AI APIs.
Vibe coding vs agentic coding FAQ
What is the difference between vibe coding and agentic coding?
Vibe coding is prompting an AI to write software and accepting the result without reviewing the code, judging it only by whether the app works. Agentic coding is handing a goal to an AI agent that plans, edits files, runs commands and tests on its own, while you set direction and review the outcome. The first describes how much you read the code; the second describes how much the AI does by itself.
Who coined the term vibe coding?
The AI researcher Andrej Karpathy described vibe coding in a post on X in February 2025: giving in to the vibes, accepting AI changes without reading the diffs and forgetting the code exists. Collins Dictionary named it Word of the Year for 2025.
Is agentic coding the same as AI-assisted coding?
Not exactly. AI-assisted coding covers any use of AI while you program, including autocomplete and chat. Agentic coding is the part where an AI agent carries out multi-step tasks on its own. Simon Willison argues that if you review, test and can explain the AI's code, it is AI-assisted programming rather than vibe coding.
Can you do agentic coding without knowing how to code?
You can start a task without coding knowledge, and tools like Claude Code, Codex and Antigravity accept plain-language goals. But agents edit real files and run commands, so you need enough understanding to review what they change, keep secrets out of the code and deploy safely. If you skip that review, you're vibe coding with an agent.
How many developers vibe code at work?
In the Stack Overflow Developer Survey 2025, 72.2% of developers who answered said vibe coding is not part of their professional work and 5.3% said emphatically not; about 15% said yes in some form. 84% use or plan to use AI tools in development.
Sources
Official pages were read on Nov 3, 2026. Prices change often; check the vendor's page before you buy.
- Andrej Karpathy on X (2025-02-02)
- Simon Willison, 'Not all AI-assisted programming is vibe coding (but vibe coding rocks)' (2025-03-19)
- Anthropic, Claude Code docs overview ('an agentic coding tool that reads your codebase, edits files, runs commands')
- Sapkota et al., arXiv 2505.19443 (2025-05)
- Collins Dictionary blog (2025-11-06)
- Merriam-Webster, Slang & Trending
- The Guardian: Collins Word of the Year 2025
- Stack Overflow Developer Survey 2025: AI
What we couldn't confirm from an official source
- Karpathy reportedly proposed 'agentic engineering' as the professional successor to vibe coding around Feb 8, 2026 (one-year anniversary). The original post was not fetched; secondary source: https://thenewstack.io/vibe-coding-is-passe-karpathy-has-a-new-name-for-the-future-of-software/
- Karpathy tweet date is decoded from the tweet ID (2025-02-02 23:17 UTC); x.com was not fetched directly. Simon Willison's post says Feb 6, 2025.
- collinsdictionary.com/woty now shows the 2026 Word of the Year ('mogging'), so the 2025 citation uses the Collins blog post (seen via search excerpt) and The Guardian.
- No IBM or Google Cloud 'agentic coding' explainer was found in this pass.