Instead of building a new agent for each industry, each business describes its world as a schema, and a single LangGraph agent reads it to know what to ask, what to look up and what it may change. A safety net checks every write before it happens, so the agent can't save bad data. I designed and built the architecture; the full write-up is on tariqamarneh.com.
0 likes · 0 views · Oct 30, 2026
One LangGraph agent serves many kinds of business by reading each one's schema, with a safety net that checks every write before it happens.
