Use Cases
Use Cases
From AI coding assistants to educational platforms, ComputeSDK powers diverse applications that need secure, real-time code execution. See how developers are building the future of interactive computing.
Create secure sandboxes for any application
AI Code Execution
Power AI coding tools like Anything, Bolt.new, and Lovable. Compute provides the APIs and interfaces for LLMs to execute code, read output, and iterate in real-time. Stream terminal output, file changes, and execution results directly to AI models. Enable true AI pair programming with sandboxes that AI agents can actually control.
Code Playgrounds
Build interactive coding environments like CodeSandbox or StackBlitz. Users edit code in the browser while Compute handles execution, file watching, and hot reload. Serve preview URLs instantly. Support any language or framework—Node.js, Python, Go, Ruby—with full terminal and package manager access.
Educational Platforms
Build hands-on coding courses like Scrimba, Codecademy, freeCodeCamp, or boot camp platforms. Students write code, run tests, and see results immediately without local setup. Instructors monitor progress, provide instant feedback, and share working environments. Eliminate "it works on my machine" problems forever.
Data Analysis & Notebooks
Run Jupyter notebooks, R scripts, or data processing pipelines from the browser. Upload datasets via file APIs, execute analysis code, and watch output stream in real-time. Export results, share findings via public URLs, and reproduce analyses with complete environment isolation.
Interview & Assessment Platforms
Build technical assessment tools like HackerRank, LeetCode, or Codility. Provide candidates with fully functional development environments during interviews. Evaluate real coding skills with actual compilers and runtimes. Record terminal sessions, review file changes, and assess problem-solving approaches.
Ready to deploy sandboxes anywhere?
Build real-time code execution experiences, run AI-generated code, and more on your existing infrastructure.