Engagement records and the codification loop
A reframe of how the codifier captures wisdom across reflections. Engagement records are now polymorphic, attaching to dimensions, workflows, and templates as well as instances. The codifier asks four questions and stays a no-op when there is nothing to record.
The codifier captures wisdom across reflections without disrupting the conversation.
Polymorphic engagement records
Engagement records can attach to anything addressable in your workspace: dimensions, workflows, templates, and instances. Previously the codifier could only relate records to template instances, which meant lessons learned during a workflow run had nowhere clean to land.
Four-question reframe
Each codification reflection now runs a streamlined four-question check instead of one monolithic prompt. The codifier stays a no-op for roughly half of reflections where there is nothing new to record, so it stops generating filler engagement records that cluttered the audit trail.
Compile-at-render context
Codifier context now compiles at render time instead of at spawn time, which means the codifier sees the current state of your dimensions and active work order rather than a snapshot from minutes earlier.
Reliability: spawn-time diagnostics catch oversized payloads at error level with admin escalation. The dimension audit-trail field reads through the gateway with cache to BigQuery fallback.