diff --git a/docs/my-website/docs/proxy/db_deadlocks.md b/docs/my-website/docs/proxy/db_deadlocks.md
new file mode 100644
index 0000000000..51052a0bc5
--- /dev/null
+++ b/docs/my-website/docs/proxy/db_deadlocks.md
@@ -0,0 +1,65 @@
+import Image from '@theme/IdealImage';
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+# High Availability Setup (Resolve DB Deadlocks)
+
+Resolve any Database Deadlocks you see in high traffic by using this setup
+
+## What causes the problem?
+
+LiteLLM writes `UPDATE` and `UPSERT` queries to the DB. When using 10+ instances of LiteLLM, these queries can cause deadlocks since each instance could simultaneously attempt to update the same `user_id`, `team_id`, `key` etc. 
+
+## How the high availability setup fixes the problem
+- All instances will write to a Redis queue instead of the DB. 
+- A single instance will acquire a lock on the DB and flush the redis queue to the DB. 
+
+
+## How it works 
+
+### Stage 1. Each instance writes updates to redis
+
+Each instance will accumlate the spend updates for a key, user, team, etc and write the updates to a redis queue. 
+
+<Image img={require('../../img/deadlock_fix_1.png')}  style={{ width: '900px', height: 'auto' }} />
+<p style={{textAlign: 'left', color: '#666'}}>
+Each instance writes updates to redis
+</p>
+
+
+### Stage 2. A single instance flushes the redis queue to the DB
+
+A single instance will acquire a lock on the DB and flush all elements in the redis queue to the DB. 
+
+
+<Image img={require('../../img/deadlock_fix_2.png')}  style={{ width: '900px', height: 'auto' }} />
+<p style={{textAlign: 'left', color: '#666'}}>
+A single instance flushes the redis queue to the DB
+</p>
+
+
+## Usage
+
+### Required components
+
+- Redis
+- Postgres
+
+### Setup on LiteLLM config
+
+You can enable using the redis buffer by setting `use_redis_transaction_buffer: true` in the `general_settings` section of your `proxy_config.yaml` file. 
+
+Note: This setup requires litellm to be connected to a redis instance. 
+
+```yaml showLineNumbers title="litellm proxy_config.yaml"
+general_settings:
+  use_redis_transaction_buffer: true
+
+litellm_settings:
+  cache: True
+  cache_params:
+    type: redis
+    supported_call_types: [] # Optional: Set cache for proxy, but not on the actual llm api call
+```
+
+
diff --git a/docs/my-website/img/deadlock_fix_1.png b/docs/my-website/img/deadlock_fix_1.png
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diff --git a/docs/my-website/img/deadlock_fix_2.png b/docs/my-website/img/deadlock_fix_2.png
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diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index 1542edceb5..1cb3e02707 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -53,7 +53,7 @@ const sidebars = {
         {
           type: "category",
           label: "Architecture",
-          items: ["proxy/architecture", "proxy/db_info", "router_architecture", "proxy/user_management_heirarchy", "proxy/jwt_auth_arch", "proxy/image_handling"],
+          items: ["proxy/architecture", "proxy/db_info", "proxy/db_deadlocks", "router_architecture", "proxy/user_management_heirarchy", "proxy/jwt_auth_arch", "proxy/image_handling"],
         },
         {
           type: "link",
diff --git a/litellm/proxy/proxy_config.yaml b/litellm/proxy/proxy_config.yaml
index 17658df903..fe8d73d26a 100644
--- a/litellm/proxy/proxy_config.yaml
+++ b/litellm/proxy/proxy_config.yaml
@@ -4,3 +4,12 @@ model_list:
       model: openai/fake
       api_key: fake-key
       api_base: https://exampleopenaiendpoint-production.up.railway.app/
+
+general_settings:
+  use_redis_transaction_buffer: true
+
+litellm_settings:
+  cache: True
+  cache_params:
+    type: redis
+    supported_call_types: []
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