diff --git a/config/packages/backups.yaml b/config/packages/backups.yaml
deleted file mode 100755
index bc73ffb6..00000000
--- a/config/packages/backups.yaml
+++ /dev/null
@@ -1,37 +0,0 @@
-#-------------------------------------------
-# @CCOSTAN
-# Original Repo : https://github.com/CCOSTAN/Home-AssistantConfig
-# Backups - Monitor backup jobs and alert on failures.
-#-------------------------------------------
-######################################################################
-##  Duplicati/backup status sensors and notifications.
-######################################################################
-# Added Duplicati to HA - https://github.com/CCOSTAN/Home-AssistantConfig/issues/1498
-automation:
-  - alias: 'Backup Job Failed Notification'
-    id: 5b3a4c89-1234-4567-8901-23456789abcf
-    trigger:
-      - platform: state
-        entity_id: sensor.dockerconfigs_backup_error_message
-        from: '-'
-    action:
-      - service: script.notify_engine
-        data:
-          who: 'carlo'
-          value1: 'Backup Job Error!'
-          value2: "Error: {{ states('sensor.dockerconfigs_backup_error_message') }}"
-
-  - alias: 'Backup Size Change Alert'
-    id: 5b3a4c89-1234-4567-8901-23456789abd0
-    trigger:
-      - platform: numeric_state
-        entity_id: sensor.dockerconfigs_backup_target_size
-        above: 10000000000 # Alert if backup size is over 10GB
-    action:
-      - service: script.notify_engine
-        data:
-          who: 'carlo'
-          value1: 'Backup Size Warning'
-          value2: >
-            Backup target size has grown to {{ states('sensor.dockerconfigs_backup_target_size') | float / 1000000000 }} GB.
-            Please verify backup contents and available storage.
diff --git a/config/packages/llmvision.yaml b/config/packages/llmvision.yaml
index eb30fc30..a563321b 100644
--- a/config/packages/llmvision.yaml
+++ b/config/packages/llmvision.yaml
@@ -1,5 +1,14 @@
-# LLM Vision test package: checks the garage camera for garbage cans in the upper-right corner.
-# Trigger with input_button.llmvision_garbage_check to update input_boolean.garbage_cans_in.
+######################################################################
+# @CCOSTAN - Follow Me on X
+# For more info visit https://www.vcloudinfo.com/click-here
+# Original Repo : https://github.com/CCOSTAN/Home-AssistantConfig
+# -------------------------------------------------------------------
+# LLM Vision - Garage Cans X Check - detects reflective X on right wall
+#  Trigger with input_button.llmvision_garbage_check to update garbage_cans_out.
+# -------------------------------------------------------------------
+# Notes: LLMVision analyzes camera.garagecam; expects strict "on"/"off" output.
+# Docs: https://llmvision.gitbook.io/getting-started/usage/image-analyzer
+######################################################################
 
 input_button:
   llmvision_garbage_check:
@@ -7,8 +16,8 @@ input_button:
     icon: mdi:delete-variant
 
 input_boolean:
-  garbage_cans_in:
-    name: "Garbage cans in upper right"
+  garbage_cans_out:
+    name: "Garbage Cans Out"
     icon: mdi:trash-can
 
 input_text:
@@ -27,10 +36,10 @@ input_datetime:
 
 template:
   - binary_sensor:
-      - name: "Garbage cans in"
-        unique_id: llmvision_garbage_cans_in
+      - name: "Garbage Cans Out"
+        unique_id: llmvision_garbage_cans_out
         device_class: presence
-        state: "{{ is_state('input_boolean.garbage_cans_in', 'on') }}"
+        state: "{{ is_state('input_boolean.garbage_cans_out', 'on') }}"
         attributes:
           last_run: "{{ states('input_datetime.llmvision_garbage_last_run') }}"
           last_response: "{{ states('input_text.llmvision_garbage_last_response') }}"
@@ -38,7 +47,7 @@ template:
           source_camera: camera.garagecam
 
 automation:
-  - alias: LLM Vision - Garage cans upper right
+  - alias: LLM Vision - Garbage cans out
     id: d88a2e6d-78f3-4bb7-9d9f-c4d06e6eb5a9
     mode: restart
     trigger:
@@ -46,15 +55,15 @@ automation:
         entity_id: input_button.llmvision_garbage_check
     variables:
       prompt_text: >
-        Examine ONLY the upper-right quadrant of the image (top half + right half). Ignore everything else (car, floor text, door, bikes, bottles, bags). If you see a black garbage can in that upper-right quadrant, respond exactly "on". If none are present there, respond exactly "off". Do not add any other words.
+        Examine the image. I have taped a reflective X on the right wall. Look for the reflective X on the right wall. If you clearly see the X, respond exactly: on. If you cannot see the X, respond exactly: off. No other words.
     action:
       - service: llmvision.data_analyzer
         response_variable: llmvision_result
         data:
           provider: !secret llmvision_provider_entry
-          model: gpt-4o-mini
+          model: gpt-4.1-nano
           message: "{{ prompt_text }}"
-          sensor_entity: input_boolean.garbage_cans_in
+          sensor_entity: input_boolean.garbage_cans_out
           image_entity:
             - camera.garagecam
           include_filename: false
diff --git a/config/templates/speech/briefing.yaml b/config/templates/speech/briefing.yaml
index 40e62be5..2301185a 100755
--- a/config/templates/speech/briefing.yaml
+++ b/config/templates/speech/briefing.yaml
@@ -35,7 +35,7 @@
     [Here is the current weather outside]
     {% set aq_description = state_attr('sensor.bear_stone_common_air_quality_index', 'description') | default('') %}
     {% set aq_index = states('sensor.bear_stone_common_air_quality_index') | int(0) %}
-    {% if aq_index >= 15 %}
+    {% if aq_index >= 50 %}
     [Air Quality: {{ aq_description }}]
     {% endif %}
     {% set pirateweather_metrics = states.sensor