nCompass AI Assistant
Hello HackerNews! I’m excited to share what we’ve been working on at nCompass Technologies: an AI inference* platform that gives you a scalable and reliable API to access any open-source AI model — with no rate limits. We don't have rate limits as optimizations we made to our AI model serving software enable us to support a high number of concurrent requests without degrading quality of service for you as a user. If you’re thinking, well aren’t there a bunch of these already? So were we when we started nCompass. When using other APIs, we found that they weren’t reliable enough to be able to…
nCompass AI Assistant launched on March 30, 2026 with 88 votes, #542 of 23,380 launches that month and more than 95% of that year's launches.
In plain words
NCompass Technologies provides an API for running open-source AI models at scale without rate limits. The platform is designed for developers and businesses that need reliable access to AI inference in production environments. The service uses optimizations at the hosting, scheduling, and kernel levels to handle high numbers of concurrent requests while maintaining consistent performance quality.
written from the facts on this page · September 2026
From the sources
Coding agents like Claude Code are great at generating GPU kernels if they’re told what your bottlenecks are. But they struggle to diagnose these performance bottlenecks themselves. The nCompass agent fills this gap by identifying key performance bottlenecks in the code and providing strategies to resolve them. By supercharging Claude Code with our agent, we generated matrix multiplication kernels that were 3% faster than NVIDIA's CUTLASS kernels in a single session. Now it’s your turn.
Drop the nCompass plugin into opencode and your agent profiles your workload, reads the trace, and rewrites the kernel — grounded in real profiling data, not guesses.
In the maker’s words, at launch
Hello HackerNews! I’m excited to share what we’ve been working on at nCompass Technologies: an AI inference* platform that gives you a scalable and reliable API to access any open-source AI model — with no rate limits. We don't have rate limits as optimizations we made to our AI model serving software enable us to…
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