nCompass

GPU performance optimization platform with an AI agent that identifies bottlenecks from profiling traces and implements fixes.

ncompass.tech

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About

nCompass unifies profiling, trace viewing, and bottleneck analysis into one IDE for GPU performance engineering. An AI agent reasons over workload traces to locate issues from CPU-GPU interactions down to GPU kernels, proposes and implements optimizations, and verifies results with TraceDiff. The platform includes a CLI for sharing large trace files via cloud links and VSCode/Cursor extensions for inline trace viewing and kernel pattern detection. nCompass is a product of nCompass Technologies.

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Product details

Product kind
Developer Tool
webcli
GPU bottleneck detectionProfiling trace analysisKernel optimizationPerformance engineering for inference enginesTrace sharing across teams
CursorClaude CodeVSCodeNsightPyTorch