Update manage-and-sync-state.mdx

Author: elithrar

src/content/docs/agents/examples/manage-and-sync-state.mdx

@@ -14,7 +14,7 @@ Every Agent has built-in state management capabilities, including built-in stora
 * Immediately consistent within the Agent: read your own writes.
 * Thread-safe for concurrent updates
 
-Agent state is stored in SQL database that associate with each indidivual Agent instance: you can interact with it using the higher-level `this.setState` API (recommended) or by directly querying the database with `this.sql`.
+Agent state is stored in SQL database that embedded within each individual Agent instance: you can interact with it using the higher-level `this.setState` API (recommended) or by directly querying the database with `this.sql`.
 
 #### State API