RightNow AI provides custom AI agents, GPU emulation, real-time profiling, line-by-line analysis, and enterprise benchmarking to help NVIDIA GPU kernel developers analyze and optimize kernels.
RightNow AI is an integrated development and analysis environment designed specifically for NVIDIA GPU kernel developers. It provides a unified workflow for designing, testing, profiling, and validating CUDA and other GPU kernels, with a strong focus on performance, correctness, and reproducibility. The platform streamlines low-level GPU development by combining intelligent automation with detailed, developer-centric diagnostics and insights.
At its core, RightNow AI combines custom AI agents, domain-specific skills, and Model Context Protocol (MCP) support to automate repetitive analysis and guide optimization decisions. A built-in GPU emulator allows developers to explore kernel behavior without requiring continuous access to physical hardware, supporting rapid iteration and debugging. Real-time profiling and line-by-line analysis help pinpoint performance bottlenecks, memory access issues, and control-flow inefficiencies directly in the source code. Enterprise-grade benchmarking tools provide consistent, comparative performance measurements across kernels, versions, and configurations, enabling rigorous performance regression tracking and optimization validation.
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