Listing Updated - March 2023 🤖


Codeium is a tool for developers that enables them to code faster and more efficiently. It allows users to input natural language comments and convert them into syntactically correct code. The tool also helps developers minimize boilerplate coding, find and use APIs, and generate unit tests. Codeium is trusted by developers at numerous reputable institutions, including Harvard, MIT, Stanford, and IBM. Codeium's features have been utilized for a variety of programming tasks, including Python memoization, CSS generation from comments, random generation, OOP, unit testing, data science, building math libraries, and regex. Codeium is available for free and offers a browser-based trial. Additionally, a search feature is coming soon.


  • Use Natural Language: Instead of spending hours learning all of the syntactical and stylistic details, type out comments in natural language and let Codeium get the job done.
  • Minimize Boilerplate Coding: Automate repetitive coding tasks and avoid writing unnecessary code.
  • Find and Use APIs: Quickly find and use APIs to streamline development.
  • Unit Test Generation: Automatically generate unit tests to ensure the correctness of your code.

Technical Details:

  • Codeium supports Python, Java, TypeScript, CSS, and regex.
  • The tool is designed to work within the browser.
  • Codeium leverages machine learning algorithms to understand natural language commands and perform the corresponding coding tasks.

Cost and Availability:

  • Codeium is available for free on their website.
  • The tool is trusted by developers at prestigious universities and companies such as Caltech, CMU, Harvard, MIT, Stanford, UCLA, Adobe, Dropbox, IBM, Pinterest, Salesforce, Slack, and Tesla.
  • Codeium is currently in beta and accepting users through a waitlist.


Use Cases

Data Science

Utilize Codeium's support for Python and generate data science code for visualization and analysis.

API Integration

Quickly find and integrate with APIs to streamline development.

Web Development

Write optimized CSS and generate web development APIs.

Code Optimization

Minimize boilerplate coding and automate repetitive coding tasks.

Natural Language Coding

Use natural language commands to write code in an unfamiliar language or codebase.

Automated Testing

Generate automated unit tests to ensure the correctness of your code.

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