diff --git a/adiuvAI b/adiuvAI
index 02a0f36..016c44c 160000
--- a/adiuvAI
+++ b/adiuvAI
@@ -1 +1 @@
-Subproject commit 02a0f3635b8c663ec0ff77535ce3da21ccfb7b54
+Subproject commit 016c44c6f084e3e5e16519606e5bd39d856511cc
diff --git a/api b/api
index 41db3a7..7253f6f 160000
--- a/api
+++ b/api
@@ -1 +1 @@
-Subproject commit 41db3a7089e7f42503d66327007b26fb127630f6
+Subproject commit 7253f6fe72ede83c457ad619ef42d8348479f3b4
diff --git a/dev.sh b/dev.sh
deleted file mode 100644
index d8247d6..0000000
--- a/dev.sh
+++ /dev/null
@@ -1,36 +0,0 @@
-#!/usr/bin/env bash
-# dev.sh — start API and Electron app in parallel
-# Usage: ./dev.sh
-
-set -e
-
-ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-
-cleanup() {
-  echo ""
-  echo "Shutting down..."
-  kill 0
-}
-trap cleanup SIGINT SIGTERM
-
-# Start FastAPI
-(
-  cd "$ROOT/api"
-  echo "[api] Starting FastAPI on :8000"
-  uvicorn app.main:app --reload --host 0.0.0.0 --port 8000
-) &
-API_PID=$!
-
-# Start Electron (source nvm if available)
-(
-  cd "$ROOT/adiuvAI"
-  echo "[electron] Starting Electron app"
-  [ -s "$HOME/.nvm/nvm.sh" ] && source "$HOME/.nvm/nvm.sh"
-  npm run start
-) &
-ELECTRON_PID=$!
-
-echo "[dev] API PID=$API_PID  Electron PID=$ELECTRON_PID"
-echo "[dev] Press Ctrl+C to stop both"
-
-wait