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Cosine AI offers superhuman code understanding through semantic indexing, codebase graphs, embeddings, and a custom model trained on real developer tasks. It goes beyond a simple wrapper model, providing a deep understanding of code and mimicking the team's style effectively.
Buildt was created by Varun Deshpande. The company develops technology like Cosine, a system with superhuman code understanding capabilities through advanced semantic indexing and heuristic techniques. Buildt's focus is on creating models like Cosine that enhance developers' productivity and coding experience.
Buildt provides powerful features for code understanding, such as semantic indexing and heuristic search capabilities like codebase graphs and embeddings. To effectively use Buildt, follow these steps:
Accessing Buildt: Visit the Buildt platform through the provided URL or web address.
Bookmarking Important Pages: Use Ctrl + D to bookmark relevant pages for future reference.
Navigation Shortcuts:
Opening Entries: Press Enter to open a selected entry in a new tab. Use ⇧ + Enter to open it in a new tab and ⇧ + ↑/↓ to expand or collapse the list.
Search Functionality:
Alphabetic Navigation: When A-Z sorting is enabled, you can use A-Z keys to navigate to the desired letter.
Submitting an Entry: To submit an entry, press +.
Help Menu: Toggle the help menu by pressing ?, which provides additional information on using Buildt efficiently.
By following these steps, users can effectively leverage the advanced code understanding capabilities of Buildt for their development tasks.
I appreciate the semantic indexing feature. It helps in providing a more contextual understanding of the code, which is beneficial when working on legacy systems.
The tool can sometimes be slow in processing larger codebases. It seems to struggle a bit with extensive projects, which can hinder productivity.
Cosine AI helps me quickly understand complex code structures, which reduces the time needed for onboarding new team members on existing projects.
The custom model trained on real developer tasks is impressive. It really feels like it understands our coding style, which makes it easier to collaborate.
I find the user interface a bit overwhelming at first. It took me some time to get used to all the features and how to navigate them effectively.
It significantly reduces the time spent on code reviews by pinpointing issues that I might have missed, leading to a more efficient development process.
I love how it visualizes the codebase with graphs. This feature provides clarity on how different parts of the code interact with each other.
There are occasional bugs that disrupt the experience, especially when trying to parse certain code snippets. I hope they resolve these in future updates.
It helps in identifying dependencies in the code, which is crucial for debugging and optimizing performance.
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