Applying machine learning to source code is a hot topic. There are many academic papers on this, and more and more companies. Myself, I’ve been working on this topic for some time. In this page, I maintain a list of companies working on this.
Active Startups
Post-LLM era
Github Copilot is a huge success by Github to be the first massively used AI-based code completion tool.
Cursor, by Anysphere, a startup building what it describes as an “AI-native” software development environment
Codeium has extensions for all editors, and its own IDE called windsurf.
Cognition / Devin sets too high expectations and got backlash but still in the game.
Poolside Fine-tune a model on company practices, libraries, APIs, and knowledge bases, same idea as SelfAPR
Magic AI startup creating models to generate code and automate a range of software development tasks
Supermaven Fast AI Code Completion, bought by Cursor in November 2024.
Pre-LLM era
- Ponicode based in Paris
- DeepCode, AI code review tool, bought by Snyk
- StyleCI Automatically fix the style of your PHP, JS and CSS code.
- Snyk Find and fix known vulnerabilities in your code
- Tabnine
- Codota
Defunkt
incl. pure program repair companies.
- Source{d} github medium
- CodeAI
- Quantified Code has been bought
- CodeTrails
- Tarski Repair