deprecated
Agent inference tables
Agent inference tables is deprecated, replaced by MLflow Tracing (deprecated December 2025).
Agent inference tables MLflow Tracing
The Unity Catalog tables that agents.deploy() created for an agent on Model Serving - a raw payload table plus derived request_logs (formatted requests, responses, and MLflow traces) and assessment_logs (Review App feedback) tables.
- Patience was part of the schema: raw JSON reached the payload table within an hour, and the formatted request and assessment logs took additional time on top of that.
- The derived tables never listened for edits - deleting or updating rows in the payload table did not sync to the request and assessment logs built from it.
- Only two of the three tables died: the raw payload table still receives data from new requests, while its two formatted offspring stopped being populated.
- Category
- AI / ML
- Also known as
- payload_request_logs, payload_assessment_logs, request_logs, assessment_logs, Request and assessment logs
- Verified
- 2026-09-27