Codeium: The Enterprise AI Coding Solution Redefining Agentic IDEs
Codeium is an AI coding solution enhancing productivity with advanced features like code completion, real-time context awareness, and fast iteration.
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Codeium's earliest product form was the IDE plugin, which supports over 40 IDEs (including VSCode, JetBrains, etc.) and more than 70 programming languages.
They have a fast product iteration cycle, releasing new features, UI/UX updates, performance improvements, and stability optimizations every month.
The product covers every workflow segment in AI coding, including code completion, testing, review, search, etc., and has developed its own specialized code model. The plugin mainly consists of two parts: completion and chat features:
Completion: Supercomplete is Codeium’s latest completion capability, released in October 2024. Paid users can use it indefinitely in VS Code. By analyzing user intent in real-time, it directly navigates the cursor to the next code location and performs operations like completion, error correction, editing, deletion, etc., similar to Cursor’s "tab" key sequence prediction and execution. The main technical challenge lies in reducing latency, fine-tuning specialized small models, and compressing context windows, and prompts.