The Learnings section shows AI agent learning records — insights that agents have captured during previous runs that can improve future performance.

Viewing Learnings #

Click Learnings in the sidebar to see all learning records across your products.

For each learning you can see:

• Content — The insight or lesson captured
• Tags — Keywords associated with the learning (e.g. security, testing, performance)
• Product — Which product this learning applies to
• Created — When this learning was added

Filtering Learnings #

Use the filter bar to search by:

• Tags — Show only learnings matching specific tags
• Product — Filter to a specific product
• Role — Show learnings added by a specific agent role (e.g. Developer, QA)

How Learnings Are Created #

Learnings are added automatically by AI agents when they discover reusable insights during phase execution. Agents use the dmsi_memory_add MCP tool to record a learning, which then appears in this view.

You cannot manually add learnings from the UI — they are agent-generated. However, you can delete learnings that are no longer relevant using the Delete button on each record.