nCompass Technologies
nCompass Technologies is an artificial intelligence company based in New York City that operates on a remote-capable basis [1][4]. Founded in 2024, the company was accepted into Y Combinator's Winter 2024 batch [5][10][12]. The company employs three people [7][13].
nCompass Technologies develops software to optimize performance on GPUs [2]. According to the company, identifying performance bottlenecks and developing solutions requires significantly more time than implementing fixes [3]. The company has built an AI agent designed to analyze GPU system performance across multiple stack levels, from CPU-GPU interactions to GPU kernels [3]. This agent integrates with Cursor and Claude Code to automate both the analysis and code implementation phases of performance optimization [3]. The company also offers a VSCode extension that includes system trace comparison tools and collaboration features [3].
About
- Identifying performance bottlenecks and strategizing ways to solve them takes 4-8x longer than actually writing the code to fix them. We're building an agent that is an expert at analyzing the performance GPU systems like inference engines at all levels of the stack - from CPU-GPU interactions down to GPU kernels. Pairing our agent with Cursor / Claude Code allows you to automate both the reasoning and code implementation steps of performance optimization. What used to take weeks can now be done in days. Along with our AI agent, we have features such as running diffs on system traces as well as sharing and collaboration features that make our VSCode extension the most powerful way to work on performance optimization. [3]
- Identifying performance bottlenecks and strategizing ways to solve them takes 4-8x longer than actually writing the code to fix them. We're building an agent that is an expert at analyzing the performance GPU systems like inference engines at all levels of the stack - from CPU-GPU interactions down to GPU kernels. Pairing our agent with Cursor / Claude Code allows you to automate both the reasoning and code implementation steps of performance optimization. What used to take weeks can now be done in days. Along with our AI agent, we have features such as running diffs on system traces as well as sharing and collaboration features that make our VSCode extension the most powerful way to work on performance optimization.[9]
- Identifying performance bottlenecks and strategizing ways to solve them takes 4-8x longer than actually writing the code to fix them. We're building an agent that is an expert at analyzing the performance GPU systems like inference engines at all levels of the stack - from CPU-GPU interactions down to GPU kernels. Pairing our agent with Cursor / Claude Code allows you to automate both the reasoning and code implementation steps of performance optimization. What used to take weeks can now be done in days. Along with our AI agent, we have features such as running diffs on system traces as well as sharing and collaboration features that make our VSCode extension the most powerful way to work on performance optimization. [18]
backed by
- nCompass Technologies is a Y Combinator-backed AI company headquartered in New York City, Winter 2024 batch[10]
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