Empower everyone to write GPU kernels
Coding agents like Claude Code excel at generating GPU kernels when given performance bottlenecks, but they struggle to diagnose them independently. The nCompass agent bridges this gap by identifying performance bottlenecks in code and suggesting strategies to resolve them. By supercharging Claude Code with our agent, we generated matrix multiplication kernels 3% faster than NVIDIA's CUTLASS kernels in a single session. Your turn.
For machine learning engineers, Assistant IA nCompass identifies performance bottlenecks in LLM inference code. It enables faster kernel generation, like achieving a 3% speedup over NVIDIA's CUTLASS for matrix multiplication kernels in one session.
For game developers, Assistant IA nCompass helps pinpoint and resolve GPU performance issues in game engines. This allows for more efficient rendering and smoother gameplay by automatically suggesting optimizations for GPU kernels.
For scientific researchers, Assistant IA nCompass accelerates the optimization of complex simulation code that relies on GPU acceleration. It automates the identification of performance bottlenecks, reducing the time spent on debugging and improving computational efficiency.
For solopreneur AI developers, Assistant IA nCompass provides an integrated solution for diagnosing and fixing GPU kernel performance issues. This empowers individual developers to achieve significant performance gains, comparable to those of larger teams, without extensive manual profiling.
Assistant IA nCompass offers free access via sign-up. The product is currently in early access and has a waitlist.
Assistant IA nCompass is currently free to access through sign-up as part of its early access program. Details on future pricing tiers are not yet available.
Alternatives to Assistant IA nCompass include React Doctor, IterX, and Optimal AI. These tools also focus on AI-assisted code optimization and performance analysis.
Assistant IA nCompass is available as an extension for VS Code, which is a desktop application. It also integrates with Cursor and Claude Code.
Assistant IA nCompass can be installed as an extension for VS Code, Cursor, and Claude Code. The setup involves configuring the MCP integration for these IDEs.
Assistant IA nCompass addresses the challenge of diagnosing performance bottlenecks in code, particularly for GPU-intensive systems. It helps identify issues and suggests optimization strategies, bridging the gap where general coding agents struggle with performance analysis.
Assistant IA nCompass supports integration with VS Code, Cursor, and Claude Code. It is designed for developers working on GPU-intensive systems and analyzing trace data.
We're still verifying the official pricing for Assistant IA nCompass. In the meantime, the most up-to-date plans and prices are available directly on the publisher's website.
Are you the publisher of this tool? to edit this information.
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