Past workflow observations / seeds
→ WorkflowMemory rows
→ retrieve relevant memories for a run
→ show memory gist on run page
→ show full de-duped audit on audit page
→ pass memory into agent context
→ mark memory hits used by agent
→ show compact memory guidance on review page
→ reviewer marks relevant/irrelevant
→ memory confidence/status updates
→ feedback event and audit refresh

Day 1 - Updated DB Schema with Memory Tables

Day 2- How the current dataset becomes actual memory architecture ?

Day 3 - Memory Writer Layer

Day 4 - Memory retrieval , scoring , context formatting how was it built

Day 4 - Memory retrieval flow for a packet

Day 5 - Integrating memory into agent context

Day 6 - Memory Update Loop

Day 7 - Semantic Memory Creation