Web coding: a new approach to programming with neural networks

In 2025, the Collins Dictionary of the English Language defined the main thing word of the year - vibe coding. It is a way for a human to explain a query to a machine in natural language. According to Collin, the term reflects a cultural shift towards the everyday use of AI in our lives.

In the article we will understand how wyb-coding works, its advantages and peculiarities.

What is wyb-coding

Web coding is writing code through natural language. The user explains the task, and the neural network writes the code. This option is suitable for beginners who don't know much about programming but want to create a website, an app, or a Telegram bot.

Principles of operation

Andriy Karpatiy, the founder of the term, explains the work like this. A developer describes a promt with text or voice, for example, via Superwhisper. AI analyzes the request and produces the finished code. After verifying the result, the developer sends the code back for tweaking or bug fixes. This happens until the code achieves the desired result.

Using wyb-coding shifts the routine work to the neural networks, and the developer only monitors the process and edits.

Neural network replaces an error without explaining the reason and the course of correction. Because of this, when writing code, a person just presses the "accept all" button without reading the changes.

Neural network for web coding: the best tools

Cursor

Cursor is a text editor with built-in artificial intelligence for creating code.

Benefits:

• Autocomplete code based on context;
• Answers questions in code;
• Team work on the code;
• VS Code Integration;
• Privacy and Security;
• Converting an image to code.

Disadvantages:

• Doesn't work without internet;
• Restriction of function by subscription;
• Difficulties with payment in the RF;
• Difficulties in working with large files;

Rates:

Windsurf

Windsurf AI is a development environment with built-in AI.

Benefits:

• Understanding Context;
• Suggestion and execution of commands;
• Edit multiple files at the same time;
• Predicts future actions and proposes a solution;
• Making and explaining changes;
• Live Preview.

Disadvantages:

• Lack of web version, works only after downloading;
• Doesn't work without internet;
• Makes errors in editing.

Tariff:

Replit Agent

Replit is a programming platform with a built-in AI Agent.

Benefits:

• Automatically search for relevant information on the Internet;
• Step-by-step creates code for inspections and performance monitoring;
• Works with downloaded files;
• Correcting errors in the dialog;
• Real-time teamwork.

Disadvantages:

• Hangs when executing commands;
• Requires manual straightening;
• Not suitable for building large applications and serious work.

Rates:

GitHub Copilot with VS Code

GitHub Copilot is an artificial intelligence-based code writing assistant built into Visual Studio Code.

Benefits:

• Autocomplete code based on context;
• Chat assistant: answers questions, explains code;
• Creates comments and documentation to understand the work;
• Generates tests to validate the code;

Disadvantages:

• There is no self-checking, the user checks each option himself;
• Copyright infringement because the platform learns from publicly available sources;
• Problems with speed of response.

Rates:

Bolt AI

Bolt AI is a browser-based AI tool for building and editing web applications.

Benefits:

• Built-in neural network;
• Automatically tests and refactors code;
• Integration with Figma and GitHub;
• Teamwork via link;
• Supports JavaScript and TypeScript based frameworks.

Disadvantages:

• Hangs when developing large applications;
• Does not support Python, C# and C++;
• Doesn't work without internet;
• Losing context.

Tariffs:

Cline

Cline is an AI tool that integrates into development environments, including VS Code.

Benefits:

• Open Source;
• Supports development context in any environment;
• Analyzes and makes a plan before starting work;
• Automatically debugs errors;
• Supports Claude, Gemini, GPT.

Disadvantages:

• Freezes when working with large files;
• There is no native development environment;
• The quality of generation is reduced when using the free version.

Tariffs

Works for free for individual users. Payment only for tokens for AI withdrawal.

GigaStudio

Giga Code is a web application builder with built-in artificial intelligence.

Benefits:

• Launches the application in the browser;
• Teamwork;
• Suggests options for code optimization;
• Importing repositories;
• Supports any programming language.

Disadvantages:

• Doesn't know how to analyze actions;
• Incorrect cues;
• Hangs when there is a heavy load.

Tariffs

The service is free for individual users. You need to register through GitVerse to use it.

Advantages and disadvantages of the approach

Let's highlight the main pros and cons of neural networks for web coding based on the review above.

Pros:

• Suitable for beginners who don't understand programming;
• The speed of development is increased by 5-10 times;
• Getting rid of routine tasks: fixing bugs, editing files;
• Opportunity to experiment.

Minuses:

• Hallucinate and make mistakes: making up facts or using non-existent frameworks;
• Limited capabilities of neural networks: create a web application but fail at creating games or an online store;
• Company security breach: personal data may end up in the hands of malicious parties.

Tips for effective use

Be clear in your request. The neural network will understand the task more accurately if you give more details: describe the goal, what programming language to use, what functions it should perform. To write a precise promt will help ReText.AI..

Divide the tasks into subtasks. Small tasks for a neural network reduce the probability of errors and allow us to change parts of the code without disturbing the whole structure.

The steps for creating a notes app will be as follows:

• Create a project structure;
• Make an interface;
• Add logic for adding notes;
• Make the notes output on the page;
• Add Authorization.

Check the generated code. Testing each part reduces the number of errors and helps you see where the AI has made one. You can do it manually or ask the neural network itself to check the code.

Use the paid versions. It reduces the number of errors, provides work with large files, extends the functions of neural network when working with code. It also increases company security. Use paid versions if you are working on large projects where saving resources is important. For experiments or creating MVPs, free versions are suitable.

What's important to remember

Vibe coding is using natural language to write code. This method is suitable for beginners in programming. A neural network performs routine tasks, allowing you to experiment and create MVPs. AI tools make mistakes and hallucinate, so it is important to check their answers at every stage.