diff --git a/memory/2026-02-13.md b/memory/2026-02-13.md
index 53c943b..f0b1f40 100644
--- a/memory/2026-02-13.md
+++ b/memory/2026-02-13.md
@@ -229,3 +229,18 @@ Johan promoted James from assistant to **Chief of Staff**. Key principles:
 - contextPruning.mode: "cache-ttl", ttl: "5m"
 - hooks.messages → sessionKey: "mail" (was "main")
 - MC triage prompt: ~/clawd/config/email-triage-prompt.md
+
+### Memory System Discussion (11:54 PM)
+- Discussed LoRA vs file-based memory — LoRA would bake patterns into weights, eliminating the "read files to pretend I remember" gap
+- Johan proposed SQLite + embeddings as alternative to .md files
+- Tested existing memory_search — it already works well (Gemini embeddings, 0.80+ scores for Shannon queries across sessions)
+- **Key insight:** The problem isn't search quality — it's that I don't USE memory_search consistently before responding
+- Added MANDATORY memory_search rule to AGENTS.md: "Search before speaking, no exceptions"
+- Johan's framing: "I will write the number down if I think it is important" — hybrid approach (explicit + auto-extraction)
+- OpenClaw has `maxInjectedChars` config but doesn't auto-inject memory results per-turn — it's a tool I must call
+- Future consideration: auto-inject memory search results into system prompt before each turn (gateway-level)
+
+### Late Night Session Summary
+This was the most productive infrastructure session we've had. Everything stems from Johan's philosophy: **attack problems at their source, not downstream.**
+- Started with RCA on continuity loss
+- Ended with a fundamentally restructured system: email triage in MC, session management aligned to schedule, context pruning active, cron rationalized, memory discipline enforced
diff --git a/memory/working-context.md b/memory/working-context.md
index 2eb801b..25d82a3 100644
--- a/memory/working-context.md
+++ b/memory/working-context.md
@@ -1,35 +1,33 @@
 # Working Context
 
-## Current Project: inou-mobile Flutter App
-- **Location:** `/home/johan/dev/inou-mobile/`
-- **Device:** ThinkPhone (ZY22J5H4FQ), Android 15
-- **Mac SSH:** `johanjongsma@192.168.1.14`
+## Last Session: 2026-02-13 (RCA & Architecture Overhaul)
 
-### Theme: ✅ Complete
-- inou styleguide colors applied (amber accent, cream background)
-- Light theme default, dark theme available
+### What happened
+- Deep RCA on continuity loss → led to full infrastructure restructuring
+- Johan promoted me to Chief of Staff
+- Rebuilt email pipeline: K2.5 triage embedded in Message Center (Go binary at /home/johan/dev/message-center/)
+- MC triage prompt: ~/clawd/config/email-triage-prompt.md (hot-reloadable)
+- Killed K2.5 watchdog cron (288 phantom sessions/day)
+- Cleaned 2,514 orphaned session files
+- Daily reset moved from 4am → 9pm ET
+- Nightly Maintenance cron at 9pm (updates + memory flush + session cleanup)
+- Context pruning enabled (cache-ttl, 5m)
+- Email webhook moved from main → mail agent
 
-### Next: Login Screen + Biometric
-- Create `lib/features/auth/login_screen.dart`
-- Update `lib/services/auth_service.dart` 
-- Flow: email/password login → then biometric for subsequent logins
-- AuthGate exists but is commented out in main.dart
+### Active Projects
+- **MC triage** — just deployed, needs monitoring. Watch for false negatives (important emails getting trashed)
+- **Shannon VPS** (82.24.174.112) — Docker built, Shannon containers up, but API key has no credits. Needs top-up.
+- **Alert Dashboard** — running on port 9202, source at /home/johan/dev/alert-dashboard/
+- **Azure Files Backup** — feature complete, blocked on `az login` MFA. Free account expires ~Feb 27!
+- **inou Mobile** — Flutter app, WebView needs inou.com/app content
+- **Dr. Madan call** — Sunday Feb 15 at 2PM ET (reminder cron set, auto-deletes)
 
-### Blockers
-- WebView 404: `https://inou.com/app` doesn't exist
-- Either create web content OR change `AppConfig.webAppUrl` in `lib/core/config.dart`
+### Pending
+- Kaseya device policy change (BYOD → managed devices). Johan needs to request MacBook Pro.
+- Real estate: 851 Brightwaters listed at $7.25M on Zillow. Diana Geegan negotiating.
+- Belastingdienst: Dutch corporate tax filing reminder for 2025
 
-### Key Commands
-```bash
-# Screenshot
-ssh johanjongsma@192.168.1.14 'PATH=/opt/homebrew/bin:$PATH adb -s ZY22J5H4FQ exec-out screencap -p' > /tmp/phone_screenshot.png
-
-# Build & Run (on Mac)
-cd ~/dev/inou-mobile && flutter run -d ZY22J5H4FQ
-
-# Hot reload: press 'r' in flutter session
-```
-
-### Git
-- Remote: `git@zurich.inou.com:inou-mobile.git`
-- Push from server, pull on Mac before building
+### Key Reminders
+- bird for X/Twitter — ALWAYS
+- memory_search before responding to references — MANDATORY
+- Right model for right job: Opus for judgment, K2.5 for grunt work