Offline replay Python · MIT
A SMALL AGENT RUNTIME FOR BUSINESS APPS
Give AI tools.
Keep the final say.
One fictional support request. A proposed change.
A person decides what the application saves.
01 / SOURCE TICKET
S
SamSupport · identity supplied by the host
TOOLS OFFERED TO THIS AGENT
read_ticketreadpropose_invoice_emailproposeSaving and approval are host actions.
They are not exposed as agent tools in this example.
02 / PROPOSED CHANGENot created
The agent has not proposed a change yet.
−
+
03 / SAVED RECORDUnchanged
Invoice email
No write has happened.
This page replays snapshots exported by the Python example. It does not run a live model or approve real records. The host implements review and persistence.