diff --git a/apps/backend/package.json b/apps/backend/package.json
index c26b31a..05e357d 100644
--- a/apps/backend/package.json
+++ b/apps/backend/package.json
@@ -53,7 +53,7 @@
     "@github/copilot": "^1.0.20",
     "@github/copilot-sdk": "^0.2.1",
     "better-sqlite3": "^11.7.0",
-    "drizzle-orm": "^0.41.0",
+    "drizzle-orm": "^0.45.2",
     "fastify": "^5.8.4",
     "pino": "^9.6.0",
     "pino-pretty": "^13.0.0",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index c20f457..c5f56f4 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -30,8 +30,8 @@ importers:
         specifier: ^11.7.0
         version: 11.10.0
       drizzle-orm:
-        specifier: ^0.41.0
-        version: 0.41.0(@types/better-sqlite3@7.6.13)(better-sqlite3@11.10.0)(gel@2.2.0)
+        specifier: ^0.45.2
+        version: 0.45.2(@types/better-sqlite3@7.6.13)(better-sqlite3@11.10.0)(gel@2.2.0)
       fastify:
         specifier: ^5.8.4
         version: 5.8.4
@@ -2663,8 +2663,8 @@ packages:
     resolution: {integrity: sha512-7OZcmQUrdGI+DUNNsKBn1aW8qSoKuTH7d0mYgSP8bAzdFzKoovxEFnoGQp2dVs82EOJeYycqRtciopszwUf8bw==}
     hasBin: true
 
-  drizzle-orm@0.41.0:
-    resolution: {integrity: sha512-7A4ZxhHk9gdlXmTdPj/lREtP+3u8KvZ4yEN6MYVxBzZGex5Wtdc+CWSbu7btgF6TB0N+MNPrvW7RKBbxJchs/Q==}
+  drizzle-orm@0.45.2:
+    resolution: {integrity: sha512-kY0BSaTNYWnoDMVoyY8uxmyHjpJW1geOmBMdSSicKo9CIIWkSxMIj2rkeSR51b8KAPB7m+qysjuHme5nKP+E5Q==}
     peerDependencies:
       '@aws-sdk/client-rds-data': '>=3'
       '@cloudflare/workers-types': '>=4'
@@ -2674,12 +2674,13 @@ packages:
       '@neondatabase/serverless': '>=0.10.0'
       '@op-engineering/op-sqlite': '>=2'
       '@opentelemetry/api': ^1.4.1
-      '@planetscale/database': '>=1'
+      '@planetscale/database': '>=1.13'
       '@prisma/client': '*'
       '@tidbcloud/serverless': '*'
       '@types/better-sqlite3': '*'
       '@types/pg': '*'
       '@types/sql.js': '*'
+      '@upstash/redis': '>=1.34.7'
       '@vercel/postgres': '>=0.8.0'
       '@xata.io/client': '*'
       better-sqlite3: '>=7'
@@ -2723,6 +2724,8 @@ packages:
         optional: true
       '@types/sql.js':
         optional: true
+      '@upstash/redis':
+        optional: true
       '@vercel/postgres':
         optional: true
       '@xata.io/client':
@@ -7988,7 +7991,7 @@ snapshots:
       esbuild: 0.25.12
       tsx: 4.21.0
 
-  drizzle-orm@0.41.0(@types/better-sqlite3@7.6.13)(better-sqlite3@11.10.0)(gel@2.2.0):
+  drizzle-orm@0.45.2(@types/better-sqlite3@7.6.13)(better-sqlite3@11.10.0)(gel@2.2.0):
     optionalDependencies:
       '@types/better-sqlite3': 7.6.13
       better-sqlite3: 11.10.0
@@ -8251,7 +8254,7 @@ snapshots:
       eslint: 9.39.2(jiti@2.6.1)
       eslint-import-resolver-node: 0.3.9
       eslint-import-resolver-typescript: 3.10.1(eslint-plugin-import@2.32.0(@typescript-eslint/parser@8.55.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1)))(eslint@9.39.2(jiti@2.6.1))
-      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@8.55.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1(eslint-plugin-import@2.32.0(@typescript-eslint/parser@8.55.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1)))(eslint@9.39.2(jiti@2.6.1)))(eslint@9.39.2(jiti@2.6.1))
+      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@8.55.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.2(jiti@2.6.1))
       eslint-plugin-jsx-a11y: 6.10.2(eslint@9.39.2(jiti@2.6.1))
       eslint-plugin-react: 7.37.5(eslint@9.39.2(jiti@2.6.1))
       eslint-plugin-react-hooks: 7.0.1(eslint@9.39.2(jiti@2.6.1))
@@ -8284,7 +8287,7 @@ snapshots:
       tinyglobby: 0.2.16
       unrs-resolver: 1.11.1
     optionalDependencies:
-      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@8.55.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1(eslint-plugin-import@2.32.0(@typescript-eslint/parser@8.55.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1)))(eslint@9.39.2(jiti@2.6.1)))(eslint@9.39.2(jiti@2.6.1))
+      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@8.55.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.2(jiti@2.6.1))
     transitivePeerDependencies:
       - supports-color
 
@@ -8299,7 +8302,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  eslint-plugin-import@2.32.0(@typescript-eslint/parser@8.55.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1(eslint-plugin-import@2.32.0(@typescript-eslint/parser@8.55.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1)))(eslint@9.39.2(jiti@2.6.1)))(eslint@9.39.2(jiti@2.6.1)):
+  eslint-plugin-import@2.32.0(@typescript-eslint/parser@8.55.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.2(jiti@2.6.1)):
     dependencies:
       '@rtsao/scc': 1.1.0
       array-includes: 3.1.9