I’ve added an ab_variant column to the dp_messages table in Supabase. Goal: - Let the /api/messages endpoint accept an optional "ab_variant" field - Store it in dp_messages via insert_message() - This will be used for A/B testing Lia's objection-handling messages. Please update the backend as follows. 1) In app/db.py: Find the existing insert_message function. It currently looks roughly like: async def insert_message( conversation_id: str, direction: str, channel: str, sender: str, message_body: str, template_key: str | None = None, mode: str | None = None, ) -> None: ... Update it to accept an optional ab_variant parameter and insert into the new column. For example: async def insert_message( conversation_id: str, direction: str, channel: str, sender: str, message_body: str, template_key: str | None = None, mode: str | None = None, ab_variant: str | None = None, ) -> None: import uuid conv_uuid = uuid.UUID(conversation_id) conn = await get_conn() try: await conn.execute( """ insert into dp_messages ( conversation_id, direction, channel, sender, message_body, template_key, mode, ab_variant ) values ($1, $2, $3, $4, $5, $6, $7, $8) """, conv_uuid, direction, channel, sender, message_body, template_key, mode, ab_variant, ) finally: await release_conn(conn) Make sure the column order in SQL matches the parameters. 2) In app/main.py: Find the /api/messages POST handler. It currently pulls fields from payload like: template_key = payload.get("template_key") mode = payload.get("mode") Extend it to read ab_variant and pass it through: ab_variant = payload.get("ab_variant") Then update the call to insert_message to include this new parameter: await insert_message( conversation_id=conversation_id, direction=direction, channel=channel, sender=sender, message_body=message_body, template_key=template_key, mode=mode, ab_variant=ab_variant, ) 3) Restart the server and test: - POST /api/messages with a JSON body like: { "conversation_id": "", "message_body": "Test objection handling message", "mode": "objection_handling", "template_key": "oh_variant_1", "ab_variant": "oh_variant_1", "channel": "whatsapp", "direction": "outbound", "sender": "lia" } - Confirm 200 OK. - Check the database: select mode, template_key, ab_variant, message_body from dp_messages order by created_at desc limit 5; You should see the ab_variant column populated correctly.