diff --git a/docker/AI/docker-compose.yml b/docker/AI/docker-compose.yml
index e45a234..6029742 100644
--- a/docker/AI/docker-compose.yml
+++ b/docker/AI/docker-compose.yml
@@ -18,7 +18,7 @@ services:
               capabilities: [gpu]
 
   open-webui:
-    image: ghcr.io/open-webui/open-webui:0.3.30
+    image: ghcr.io/open-webui/open-webui:0.3.32
     container_name: open-webui
     restart: unless-stopped
     networks:
@@ -51,7 +51,7 @@ services:
       - host.docker.internal:host-gateway
 
   searxng:
-    image: searxng/searxng@sha256:1edda819c3314775285f53d0dc90f27dbd4af65e70c43426a788bc7798315ff5
+    image: searxng/searxng@sha256:8afd2f3ddc32a001ff965e50b1b50f0c3aa89aa92b9f8746022d9aeb12bbca24
     container_name: searxng
     networks:
       - ai-stack
diff --git a/docker/actual/docker-compose.yml b/docker/actual/docker-compose.yml
index 7b12171..e2c364f 100644
--- a/docker/actual/docker-compose.yml
+++ b/docker/actual/docker-compose.yml
@@ -1,7 +1,7 @@
 services:
   actual_server:
     container_name: actual
-    image: ghcr.io/actualbudget/actual-server:24.9.0
+    image: ghcr.io/actualbudget/actual-server:24.10.1
     ports:
       - '5006:5006'
     environment:
diff --git a/docker/arm/docker-compose.yml b/docker/arm/docker-compose.yml
index 7da70da..8716ca3 100644
--- a/docker/arm/docker-compose.yml
+++ b/docker/arm/docker-compose.yml
@@ -133,7 +133,7 @@ services:
     networks:
       - gitea_main
   n8n:
-    image: ghcr.io/n8n-io/n8n:1.62.1
+    image: ghcr.io/n8n-io/n8n:1.63.2
     container_name: n8n
     ports:
       - 5678:5678
@@ -187,7 +187,7 @@ services:
       - postgres
 
   syncthing:
-    image: ghcr.io/linuxserver/syncthing@sha256:0141ef2c1ad754d6c93b92c0aa71648bf8c08b97ed80bf943091ad24332fcbb5
+    image: ghcr.io/linuxserver/syncthing@sha256:605814503be631f59ad34db4d4f79119ffe6f01fd0a8d5736c668e0939f81c47
     container_name: syncthing
     hostname: ARM #optional
     environment:
diff --git a/docker/arrs/docker-compose.yml b/docker/arrs/docker-compose.yml
index 9e77cc6..33f4724 100644
--- a/docker/arrs/docker-compose.yml
+++ b/docker/arrs/docker-compose.yml
@@ -140,7 +140,7 @@ services:
       - /data/media/Youtube/downloads:/downloads
 
   syncthing:
-    image: ghcr.io/linuxserver/syncthing@sha256:0141ef2c1ad754d6c93b92c0aa71648bf8c08b97ed80bf943091ad24332fcbb5
+    image: ghcr.io/linuxserver/syncthing@sha256:605814503be631f59ad34db4d4f79119ffe6f01fd0a8d5736c668e0939f81c47
     container_name: syncthing
     hostname: ARRS
     environment:
diff --git a/docker/cf/docker-compose.yml b/docker/cf/docker-compose.yml
index 993e3ec..4df9a2a 100644
--- a/docker/cf/docker-compose.yml
+++ b/docker/cf/docker-compose.yml
@@ -2,12 +2,12 @@
 services:
   cf-tunnel:
     restart: unless-stopped
-    image: cloudflare/cloudflared@sha256:c9206bb54b6eccf534d3ce748dffa9358f1d744f7605ef778383833e7a81a0e9
+    image: cloudflare/cloudflared@sha256:717ee9382965765e3a43e9c03b85daffc6283aa5f29f9c2d905cfd0ece5a3ef1
     command: tunnel --no-autoupdate run --token $CF_TOKEN
 
   wallos:
     container_name: wallos
-    image: bellamy/wallos:2.27.2
+    image: bellamy/wallos:2.29.2
     ports:
       - "8282:80/tcp"
     environment:
diff --git a/docker/jellyfin/docker-compose.yml b/docker/jellyfin/docker-compose.yml
index d52d593..d95fe01 100644
--- a/docker/jellyfin/docker-compose.yml
+++ b/docker/jellyfin/docker-compose.yml
@@ -1,7 +1,7 @@
 ---
 services:
   jellyfin:
-    image: ghcr.io/linuxserver/jellyfin@sha256:140fcea8a5d9b9b6534790e8f9289b94030ba603707a5fcb5e47f5df7b625e38
+    image: ghcr.io/linuxserver/jellyfin@sha256:a074e43e90e97cb6a59ca0345bc6908fa3262b459618ae608b9da7e8ac4ae1f2
     container_name: jellyfin
     devices:
       - /dev/dri/renderD129:/dev/dri/renderD129
@@ -37,7 +37,7 @@ services:
     privileged: true
 
   syncthing:
-    image: ghcr.io/linuxserver/syncthing@sha256:0141ef2c1ad754d6c93b92c0aa71648bf8c08b97ed80bf943091ad24332fcbb5
+    image: ghcr.io/linuxserver/syncthing@sha256:605814503be631f59ad34db4d4f79119ffe6f01fd0a8d5736c668e0939f81c47
     container_name: syncthing
     hostname: JF
     environment:
diff --git a/terraform/AI.tf b/terraform/AI.tf
deleted file mode 100644
index 4d5df5f..0000000
--- a/terraform/AI.tf
+++ /dev/null
@@ -1,72 +0,0 @@
-resource "proxmox_virtual_environment_vm" "AI" {
-
-    # VM General Settings
-    node_name    = "pve2"
-    vm_id        = 322
-    name         = "AI"
-    machine = "q35"
-    description  = "Stable-Diffusion"
-    tags         = ["tofu", "ubuntu-22", "iac-repo"]
-    started      = false
-
-    agent {
-      enabled = true 
-    }
-
-    clone {
-        vm_id = 9999
-    }
-    
-    # VM CPU Settings
-    cpu {
-        cores = 10
-        type  = "host"
-        architecture = "x86_64"
-    }
-    
-    # VM Memory Settings
-    memory {
-        dedicated = 16384
-    }
-
-    # VM Network Settings
-    network_device {
-        bridge  = "vmbr0"
-        vlan_id = 1
-    }
-
-    # VM Disk Settings
-    disk {
-        datastore_id = "local-lvm"
-        size         = 100
-        interface    = "scsi0"
-    }
-
-
-    hostpci {
-        device = "hostpci0"
-        pcie = true
-        mapping = "gpu2"
-        rombar = true
-    }
-
-    initialization {
-        ip_config {
-            ipv4 {
-                address = "dhcp"
-            }
-        }
-
-        user_data_file_id = proxmox_virtual_environment_file.cloud_config2.id
-    }
-
-    lifecycle {
-        ignore_changes = [
-            initialization[0].user_account[0].keys,
-            initialization[0].user_account[0].password,
-            initialization[0].user_account[0].username,
-            initialization[0].user_data_file_id
-        ]
-    }
-
-}
diff --git a/terraform/NAS.tf b/terraform/NAS.tf
index cd05db7..5f57b3b 100644
--- a/terraform/NAS.tf
+++ b/terraform/NAS.tf
@@ -10,6 +10,11 @@ resource "proxmox_virtual_environment_vm" "TrueNAS" {
     "debian",
     "infrastructure",
   ]
+
+  agent {
+    enabled = true
+    type    = "virtio"
+  }
   
   # CPU Settings
   cpu {
diff --git a/terraform/kasm.tf b/terraform/kasm.tf
index 7429341..778e53e 100644
--- a/terraform/kasm.tf
+++ b/terraform/kasm.tf
@@ -59,18 +59,4 @@ resource "proxmox_virtual_environment_vm" "Kasm" {
       initialization[0].user_data_file_id
     ]
   }
-
-provisioner "remote-exec" {
-  inline = [
-    "cd /home/mafyuh/iac/docker/kasm",
-    "git pull",
-    "docker compose up -d"
-  ]
-  connection {
-    type        = "ssh"
-    user        = "mafyuh"
-    private_key = file("/home/mafyuh/.ssh/id_rsa")
-    host        = var.kasm_ssh_ip
-  }
-}
 }
\ No newline at end of file
diff --git a/terraform/provider.tf b/terraform/provider.tf
index a532e63..e76e1b8 100644
--- a/terraform/provider.tf
+++ b/terraform/provider.tf
@@ -1,26 +1,46 @@
 terraform {
-
-    required_providers {
-        proxmox = {
-            source = "bpg/proxmox"
-            version = ">= 0.60.1"
-        }
+  required_providers {
+    proxmox = {
+      source  = "bpg/proxmox"
+      version = ">= 0.65.0"
     }
-}
+  }
 
-provider "proxmox" {
-  endpoint  = var.virtual_environment_endpoint
-  password  = var.ssh_password
-  username  =  "root@pam"
-  insecure  = true
-  
-  ssh {
-    agent = true
-    username  = "root"
-    password  = var.ssh_password
-    node {
-        name    = "prox"
-        address = var.prox_ip_address
+  backend "s3" {
+    bucket                      = "BigBuckets"
+    region                      = "us-ashburn-1"
+    key                         = "tf.tfstate"
+    skip_region_validation      = true
+    skip_credentials_validation = true
+    skip_requesting_account_id  = true
+    use_path_style              = true
+    skip_s3_checksum            = true
+    skip_metadata_api_check     = true
+    endpoints = {
+      s3 = var.s3_endpoint
+    }
+  }
+}
+
+provider "proxmox" {
+  endpoint = var.virtual_environment_endpoint
+  password = var.ssh_password
+  username = "root@pam"
+  insecure = true
+
+  ssh {
+    agent = true
+    username = "root"
+    password = var.ssh_password
+
+    node {
+      name    = "prox"
+      address = var.prox_ip_address
+    }
+
+    node {
+      name    = "pve2"
+      address = var.pve2_ip_address
     }
   }
 }
diff --git a/terraform/ubuntu22-template.tf b/terraform/ubuntu22-template.tf
index c2df9e8..01cc16d 100644
--- a/terraform/ubuntu22-template.tf
+++ b/terraform/ubuntu22-template.tf
@@ -37,4 +37,11 @@ vga {
         type = "serial0"
     }
 
+cpu {
+        cores = 2
+        type  = "host"
+        architecture = "x86_64"
+    }
 }
+
+
diff --git a/terraform/ubuntu22-template2.tf b/terraform/ubuntu22-template2.tf
index e7d6f75..b4efe46 100644
--- a/terraform/ubuntu22-template2.tf
+++ b/terraform/ubuntu22-template2.tf
@@ -37,4 +37,9 @@ vga {
         type = "serial0"
     }
 
+cpu {
+        cores = 2
+        type  = "host"
+        architecture = "x86_64"
+    }
 }
diff --git a/terraform/vars.tf b/terraform/vars.tf
index 94ffaca..60ca8e4 100644
--- a/terraform/vars.tf
+++ b/terraform/vars.tf
@@ -56,4 +56,12 @@ variable "kasm_ssh_ip" {
 
 variable "ubu_ip_address" {
         type = string
+}
+
+variable "pve2_ip_address" {
+        type = string
+}
+
+variable "s3_endpoint" {
+        type = string
 }
\ No newline at end of file
diff --git a/terraform/whisper.tf b/terraform/whisper.tf
deleted file mode 100644
index a0a406c..0000000
--- a/terraform/whisper.tf
+++ /dev/null
@@ -1,76 +0,0 @@
-resource "proxmox_virtual_environment_vm" "Whisper" {
-
-    # VM General Settings
-    node_name    = "prox"
-    vm_id        = 203
-    name         = "Whisper"
-    machine = "q35"
-    description  = "Creates subtitles for Bazarr and stable-diffusion"
-    tags         = ["tofu", "ubuntu-22", "auto-homelab-repo"]
-    started      = false
-
-    agent {
-      enabled = true # read 'Qemu guest agent' section, change to true only when ready
-    }
-
-    clone {
-        vm_id = 8000
-    }
-    
-    # VM CPU Settings
-    cpu {
-        cores = 2
-        type  = "host"
-        architecture = "x86_64"
-    }
-    
-    # VM Memory Settings
-    memory {
-        dedicated = 4096
-    }
-
-    # VM Network Settings
-    network_device {
-        bridge  = "vmbr0"
-        vlan_id = 1
-    }
-
-    # VM Disk Settings
-    disk {
-        datastore_id = "Fast2Tb"
-        size         = 40
-        interface    = "scsi0"
-    }
-
-    vga {
-        type = "serial0"
-    }
-
-    hostpci {
-        device = "hostpci0"
-        pcie = true
-        mapping = "gpu"
-        rombar = true
-    }
-
-    initialization {
-        ip_config {
-            ipv4 {
-                address = var.whisper_ip_address
-                gateway = var.vlan_gateway
-            }
-        }
-
-        user_account {}
-    }
-
-    lifecycle {
-        ignore_changes = [
-            initialization[0].user_account[0].keys,
-            initialization[0].user_account[0].password,
-            initialization[0].user_account[0].username,
-            initialization[0].user_data_file_id
-        ]
-    }
-
-}