How Does AI Code Generation Work? And what are some popular AI code generation tools?
Tags: ai, development, webdev, codequality
Published: 2023-10-30 16:59:00

The realm of artificial intelligence (AI) is undergoing swift evolution, and one of its most promising advancements is the emergence of AI code generation.

Allow us to present a concise two-question guide to introduce the basics of AI Code Generation for those of you who are just starting to explore this field.

Over the next few weeks, we will delve into additional questions and insights related to this exciting topic. But for now, let's dive into what we have in store for you today. 🚀

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## How Does AI Code Generation Work?

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AI code generation works by leveraging machine learning and natural language processing techniques to assist developers in writing code more efficiently.

It functions in three main ways: autocompleting code, making suggestions based on natural language inputs (code suggestions), and responding to direct requests from developers.

Firstly, when developers are writing code, the AI code generation tool autocompletes the code as they input it. By analyzing patterns from billions of lines of code from various programming languages, the AI can predict and suggest the next line of code, reducing the need for manual typing and increasing developer productivity.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9wofnfptdf9dn5roq5v6.jpg)
Illustration of an automation in ExoCoding, a Code Generation Tool.

Secondly, the tool can make suggestions based on natural language inputs. Developers can describe their coding task in plain English, and the AI code generation tool can generate code snippets or even complete functions based on the description. This greatly simplifies the development process and reduces the time spent on manual coding.

Lastly, AI code generation can respond to direct requests from developers. Developers can ask specific questions or request specific code snippets, and the AI will generate the corresponding code. This allows developers to quickly access code examples and solutions, facilitating the coding process and improving efficiency.

## What are some popular AI code generation tools?

There are several popular AI code generation tools available today, including OpenAI’s GPT-3, DeepCode, and Amazon codewhisperer.

These tools are integrated with well-known IDEs (Integrated Development Environment) such as Visual Studio Code, Android Studio or Eclipse, providing features like code completions, suggestions, and quality checks.

However, they are only for code generation and may not assist you with all your needs as a developer.

👉Soon, we are launching **ExoCoding** to help with more than code generation. With ExoCoding, besides being able to generate code with a Online Code Editor (AI-Powered code completion), developers can create apps containing modules for Database Management, Logic Building, and an Intuitive Interface Design.

Also, there are additional features like sharing prototypes, task planning, and a marketplace with pre-built templates that enhance the developer’s experience. After generating code (both backend and frontend), everything continues as usual with the same IDE and other developer tools, but with a significant amount of work already completed.

So, while we are rolling out the red carpet to provide to all developers with a seamless welcoming experience to ExoCoding… We want to invite you to [join our beta version](https://exocoding.com). It will grant you early access to the platform among other benefits, like discounts and special offers.

Are you interested in being one of our bold pioneers?
Say welcome to ExoCoding 🚀, a code generation tool as developers really want it. (yes, it’s a promise: We will do everything in our power to make it so. 💪) Subscribe here:[](https://exocoding.com)