Acaysia Wants to Make Chemical Reactors Composable

Field notes

The described workflow combines a plant-specific model with real-time trajectory search, then preserves the existing safety envelope by reverting to PID control when a fault occurs. Acaysia says its current proof point is a continuous stirred-tank reactor running on physical hardware, with autonomy introduced through shadow and advisory stages. The site also publishes an llms.txt corpus, an agent skill guide, Markdown page variants, and a Streamable HTTP MCP endpoint, making its technical material unusually accessible to software agents.