# 2026-02-25 Session Notes

## Pipeline Visualization Feature Planning

Nicholai requested adding a real-time, interactive visualization of the memory pipeline to the Signet dashboard—converting the static diagrams (public/memory-loop-v2.jpg and docs/memory-loop.mmd) into a live component showing data flowing through extraction workers, database operations, and retention systems.

The assistant initiated exploration of the dashboard architecture at packages/cli/dashboard/ to understand what's available. The goal is to leverage existing infrastructure—Svelte 5, Tailwind v4, bits-ui, and 3d-force-graph—to create an interactive pipeline view that displays:
- Active worker status and job queue state
- Data flow between components in real time
- Pipeline metrics and throughput

Exploration focused on understanding component patterns, existing visualization approaches, and available daemon API endpoints that could power the live visualization.