AI is systems engineering
The hardest part of production AI agents is the infrastructure around the models.
The industry is racing to add large language models (LLMs), and their potential is substantial: powering systems that make decisions, learn, and adapt continuously. Although models are increasingly capable, what makes them hold up in production is the infrastructure around them.
LLM Works
LLM Works is an AI infrastructure company running production agents on its custom open-source platform.
Production AI agents that operate fully autonomously without human supervision.
Open-source substrate that powers the agents.
Delivery into customer environments & strategic advisory.
Platform
Every agent runs on a modular architecture enabling a clean on-LLM / off-LLM boundary.
The engineering layer around the model is the work that turns model calls into production agents. The platform builds it once, and every agent on top inherits it. It absorbs the engineering work that every production AI team rebuilds in-house.