In this post I will introduce sysgrok, a research prototype in which we are investigating how large language models (LLMs), like OpenAI's GPT models, can be applied to problems in the domains of performance optimization, root cause analysis, and systems engineering. You can find it on GitHub.

In a short time, the open-source ecosystem has evolved from niche projects with limited corporate backing to the de facto way to build software. Today, organizations large and small are adopting open-source software to accelerate product development and innovation. In the government sector, the U.S. Department of Defense issued a memorandum on adopting open source software as its preference versus proprietary software, calling open-source “critical in delivering software faster.”