Top 10 AI Code Tools-- Ultimate Guide for Programming with AI in 2024

The tech world has seen AI take centre stage over the past few years.

A plethora of AI code tools have emerged for developers to boost their productivity and streamline their coding process. These tools can automatically finish lines of code, discover and repair errors, and suggest ways to make code work better.

They utilize strategies like machine learning and natural language processing to make coding faster and less tough for developers. In this blog, we have created a list of 10 AI code tools for developers that make their lives much easier.

Contents

1. The Struggle is Real: Common Developer Pain Points

2. How Developers Can Leverage AI Code Tools in 2024

3. The Broader Impact of AI Code Tools

4. 10 Best AI Code Generators and AI Development Tools in 2024

5. Conclusion

6. Frequently asked questions

The Struggle is Real: Common Developer Pain Points

The life of a developer can be aggravating, to say the least. While the thrill of developing something new is unequaled, the daily grind of repeated tasks, debugging headaches, and tight deadlines can take their toll. Here are some typical discomfort points that developers face:

• Writing Repetitive Code: Spending hours writing the same boilerplate code functions can be laborious and lengthy.

• Fixing Bugs: Debugging complex code can feel like searching for a needle in a haystack.

• Maintaining Code Quality: As projects grow, making sure constant coding style, best practices, and general code quality can be challenging, specifically in a group setting.

• Constant Upskilling: The tech landscape is constantly evolving, and developers require to stay ahead of the curve by learning new technologies and frameworks.

How Developers Can Leverage AI Code Tools in 2024

The development landscape today remains in a continuous state of flux. Developers are forced to be more effective and efficient than ever before.

But what if there was a method to stay up to date with the pace?

Get in AI code tools.

These ingenious platforms leverage AI to code and use a variety of benefits that can change your development process. Here's how AI code tools can assist you code quicker and better:

1. Real-time assistance: Personalized suggestions from AI code tools.

2. Deal with complex coding: Tasks such as refactoring and code translation can be carried out effectively and precisely.

3. Enhance code quality: AI can spot errors, suggest optimizations, and boost general efficiency.

4. Leveraging machine learning: AI code tools continually learn and enhance gradually, ensuring more precise and effective assistance for developers.

5. Automate recurring tasks: Code generation and bug fixing can be automated to simplify the development process.

The Broader Impact of AI Code Tools

While AI code tools can significantly enhance development efficiency and code quality, their effect goes beyond that. Here are some extra ways these tools are forming the future of development:

• Democratizing Development: AI tools can potentially decrease the barrier to entry for new developers, leading to a more varied and inclusive developer community.

• Facilitating Collaboration: AI tools can help keep consistent coding designs, making the code easier to comprehend and maintain for everybody.

• Accelerating Innovation: The ability to produce code rapidly and try out various ideas can cause faster innovation cycles.



10 Best AI Code Generators and AI Development Tools in 2024

1. MERN AI - Best Tool for Full-Stack Web App Development

An IDE particularly built for web app development on the MERN stack. Build competitive web apps within a week with the help of generative AI and pre-built design templates. It removes the technical barriers and complicated coding procedures to accelerate web development.

• Strengths: Library of practical templates for common usage cases such as authentication, CRUD operations, real-time operations, etc. Can release projects instantly to production.

• Weaknesses: Limited to web app development.

Price: $39 to $199 (Free Plan Available).

2. Github Copilot

This intelligent code conclusion tool suggests code snippets based upon your current project, making coding faster and more effective. It's like having an assistant that assists you write code as you go.

• Strengths: Integrates quickly with GitHub workflow. Paid plans available with extra features.

• Weakness: Code personal privacy concerns and occasional technical problems.

Price: $4 to $21 (Free plan available).

3. ChatGPT (GPT-3/ 4)

While not as specialized for coding as some other options on this list, GPT-3/ 4 can be a valuable tool for developers. It leverages its understanding of natural language to create basic code snippets, equate pseudocode into genuine code, and can be a good beginning point for conceptualizing code ideas.

• Strengths: Powerful for general text generation and beneficial for exploring initial code ideas.

• Weaknesses: Code generation might require human intervention to guarantee quality and security.

Price: $20 to $30 (Free plan available).

4. Amazon Q Developer (previously CodeWhisperer)

Boost your coding efficiency and compose more safe and secure code with Amazon Q Developer. This AI-powered tool integrates directly into your IDE, providing real-time code recommendations, recognizing open-source code matches, and flagging possible security vulnerabilities.

• Strengths: Prioritizes code safety and security. Integrates perfectly with popular IDEs.

• Weaknesses: Currently in sneak peek and might have limited functionality compared to more established tools. May need an AWS account.

Price: $19 (Free plan available).

5. Tabnine

This deep-learning powered tool supplies intelligent code completion for different programming languages, consisting of Java, Python, and C++.

• Strengths: Available for all popular IDEs. Extremely customizable.

• Weaknesses: Performance may differ depending upon the underlying AI model.

Price: $12 to $39 (Free plan available).

6. CodeT5

Generate reputable, bug-free code with this open-source AI code generator.

• Strengths: Supports numerous languages and uses both online and offline versions.

• Weaknesses: May struggle with complex codebases or specific programming tasks.

Price: Free.

7. WPCode

Streamline WordPress development with WPCode's suite of tools. This plugin uses functions like custom code bits, code generators for common functionalities, and easy integration of headers and footers.

• Strengths: Streamlined WordPress development, centralized code bit management and enhanced performance.

• Weaknesses: Functionality is restricted to WordPress development. Needs installation of the WPCode plugin to use its features.

Price: $49 to $299 each year (Monthly plans not available).

8. Polycoder

As an open-source option to OpenAI Codex, Polycoder excels at generating code AI code tools for web applications, machine learning, and more.

• Strengths: Fast code generation abilities.

• Weaknesses: Integration with development environments may not be seamless. Uncertainty regarding the licensing of code generated by PolyCoder.

Price: Free.

9. Code Llama (Meta)

This powerful large language model by Meta is specifically developed for coding tasks. It produces code based upon your text triggers.

• Strengths: It can manage big quantities of data and can comprehend intricate questions to react in a nuanced method.

• Weakness: Requires substantial computational resources, restricting availability and possibly increasing expenses.

Price: Free.

10. Replit AI

Boost your development workflow with Replit AI, a suite of AI-powered tools created to enhance the coding procedure.

• Strengths: Automates recurring tasks and helps with unknown codebases.

• Weakness: Functionality might be particular to the Replit development environment.

Price: $10 to $33 (Free plan available).

Conclusion

This list offers a detailed summary of some of the popular AI code tools for developers in 2024. Whether you're an experienced developer or simply beginning, there's an AI code tool out there to empower your coding journey.

Choosing the best tool depends on your unique use case and technical proficiency.

If you are building web apps on the MERN stack, the very best alternative available today is mern.ai. Build your next web app with mern.ai.

Frequently asked questions

Are AI code tools going to change developers?
No, AI code tools are not suggested to change developers. Instead, they are developed to augment developers' capabilities by automating laborious tasks, enhancing code quality, and recommending new methods.

Exist free AI tools available for developers?
Yes, there are several free AI tools available for developers. Examples include mern.ai, OpenAI's ChatGPT, GitHub Copilot, and so on.

Can I utilize AI developer tools for collaboration in a team setting?
Absolutely. AI tools can assist groups in keeping a constant coding style, producing documentation, and ensuring code quality, therefore supporting collective efforts in team settings.

Do AI code tools always generate safe and secure code?
No, AI code tools are not best and can in some cases generate code with security vulnerabilities. It's important for developers to thoroughly review any code produced by AI tools and ensure it is secure before releasing it to production.

I'm a novice developer. Which AI code tool is best for me?
A number of AI code tools on this list can be useful for beginners, such as MERN AI (for web app development) and Tabnine (for basic code completion).


Article Tags: AI code tools, MERN AI, mern.ai.