RightNow AI

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.