diff --git a/.daemon/logs/signet-2026-02-23.log b/.daemon/logs/signet-2026-02-23.log
index d7e8005be..986dba554 100644
--- a/.daemon/logs/signet-2026-02-23.log
+++ b/.daemon/logs/signet-2026-02-23.log
@@ -1759,3 +1759,31 @@
 {"timestamp":"2026-02-23T08:14:04.454Z","level":"info","category":"hooks","message":"Session start hook","data":{"harness":"claude-code","project":"/home/nicholai/signet/signetai"}}
 {"timestamp":"2026-02-23T08:14:04.456Z","level":"info","category":"hooks","message":"Session start completed","data":{"memoryCount":27,"durationMs":2}}
 {"timestamp":"2026-02-23T08:14:04.456Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:09.460Z","level":"warn","category":"git","message":"Git add failed"}
+{"timestamp":"2026-02-23T08:14:09.509Z","level":"info","category":"git","message":"Auto-committed","data":{"message":"2026-02-23T08-14-09_auto_memory/memories.db-wal, memory/memories.db-wal, me","filesChanged":4}}
+{"timestamp":"2026-02-23T08:14:24.317Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/2026-02-23-session-initialization-5.md"}}
+{"timestamp":"2026-02-23T08:14:24.317Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:24.316Z","level":"info","category":"summary-worker","message":"Wrote session summary","data":{"path":"/home/nicholai/.agents/memory/2026-02-23-session-initialization-5.md"}}
+{"timestamp":"2026-02-23T08:14:24.317Z","level":"info","category":"summary-worker","message":"Inserted session facts","data":{"total":3,"saved":3,"deduplicated":0}}
+{"timestamp":"2026-02-23T08:14:24.319Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:24.319Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/2026-02-23-session-initialization-5.md"}}
+{"timestamp":"2026-02-23T08:14:25.125Z","level":"info","category":"memory","message":"Memory saved","data":{"id":"5afa5840-c37d-4594-b5b8-720f39fd9d49","type":"fact","pinned":false,"embedded":true}}
+{"timestamp":"2026-02-23T08:14:25.126Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:25.128Z","level":"info","category":"memory","message":"Memory saved","data":{"id":"f7f6c1b1-7ddc-45f0-a29b-e593d8bb85df","type":"preference","pinned":false,"embedded":true}}
+{"timestamp":"2026-02-23T08:14:25.144Z","level":"info","category":"memory","message":"Memory saved","data":{"id":"f70f54bc-f46e-4cc3-ad54-50081d5e04a7","type":"fact","pinned":false,"embedded":true}}
+{"timestamp":"2026-02-23T08:14:25.146Z","level":"info","category":"memory","message":"Memory saved","data":{"id":"5e9e0576-fd1b-45e2-8878-5bebfb144106","type":"fact","pinned":false,"embedded":true}}
+{"timestamp":"2026-02-23T08:14:25.146Z","level":"info","category":"watcher","message":"Ingested memory file","data":{"path":"/home/nicholai/.agents/memory/2026-02-23-session-initialization-5.md","chunks":4,"sections":4,"filename":"2026-02-23-session-initialization-5"}}
+{"timestamp":"2026-02-23T08:14:25.125Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:25.146Z","level":"info","category":"watcher","message":"Ingested memory file","data":{"path":"/home/nicholai/.agents/memory/2026-02-23-session-initialization-5.md","chunks":4,"sections":4,"filename":"2026-02-23-session-initialization-5"}}
+{"timestamp":"2026-02-23T08:14:25.729Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:25.728Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:26.733Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:26.727Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:30.397Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:30.395Z","level":"info","category":"hooks","message":"Session start hook","data":{"harness":"claude-code","project":"/home/nicholai/signet/signetai"}}
+{"timestamp":"2026-02-23T08:14:30.396Z","level":"info","category":"hooks","message":"Session start completed","data":{"memoryCount":23,"durationMs":1}}
+{"timestamp":"2026-02-23T08:14:30.397Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:31.279Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-23T08:14:31.278Z","level":"info","category":"hooks","message":"Session start hook","data":{"harness":"claude-code","project":"/home/nicholai/signet/signetai/packages/tray/src-tauri"}}
+{"timestamp":"2026-02-23T08:14:31.279Z","level":"info","category":"hooks","message":"Session start completed","data":{"memoryCount":28,"durationMs":1}}
+{"timestamp":"2026-02-23T08:14:31.280Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
diff --git a/memory/2026-02-23-session-initialization-5.md b/memory/2026-02-23-session-initialization-5.md
new file mode 100644
index 000000000..15890ad1e
--- /dev/null
+++ b/memory/2026-02-23-session-initialization-5.md
@@ -0,0 +1,25 @@
+# 2026-02-23 Session Notes
+
+## Session Initialization
+
+Session started with Claude Code setup hook. User requested analysis of the signetai codebase to review and update the CLAUDE.md file, specifically to append recent updates related to the project's evolution.
+
+## Task Scope
+
+The user wants Claude to:
+1. Review the existing CLAUDE.md and suggest improvements based on recent work
+2. Ensure high-level architecture and "big picture" understanding is documented
+3. Include commonly used build, lint, and test commands
+4. Append recent updates to AGENTS.md reflecting latest project changes
+
+## Recent Project Changes (from git log)
+
+- System tray app implementation (Tauri v2) - feat(tray)
+- Web migration to Astro with /docs section - feat(web)
+- Dashboard migration to shadcn components - feat(dashboard)
+- Post-push release sync scripts - feat(scripts)
+- Memory pipeline work: UMAP server-side migration underway
+
+## Next Steps
+
+Analyze codebase structure, review existing CLAUDE.md for completeness, and provide targeted improvements or confirm current documentation adequately covers the architecture and development workflow. Focus on recent architectural changes like Astro migration and memory pipeline evolution.
\ No newline at end of file
diff --git a/memory/memories.db-shm b/memory/memories.db-shm
index 58975e57f..2d2b37032 100644
Binary files a/memory/memories.db-shm and b/memory/memories.db-shm differ
diff --git a/memory/memories.db-wal b/memory/memories.db-wal
index c3b9c0326..020d29650 100644
Binary files a/memory/memories.db-wal and b/memory/memories.db-wal differ