diff --git a/docker-compose.base.yml b/docker-compose.base.yml
index 3900cbc2d48..4b17a359775 100644
--- a/docker-compose.base.yml
+++ b/docker-compose.base.yml
@@ -181,6 +181,20 @@ services:
             REDIS_URL: 'redis://redis:6379/'
             CAPTURE_MODE: recordings
 
+    property-defs-rs:
+        image: ghcr.io/posthog/posthog/property-defs-rs:master
+        build:
+            context: rust/
+            args:
+                BIN: property-defs-rs
+        restart: on-failure
+        environment:
+            DATABASE_URL: 'postgres://posthog:posthog@db:5432/posthog'
+            KAFKA_HOSTS: 'kafka:9092'
+            SKIP_WRITES: 'false'
+            SKIP_READS: 'false'
+            FILTER_MODE: 'opt-out'
+
     plugins:
         command: ./bin/plugin-server --no-restart-loop
         restart: on-failure
diff --git a/docker-compose.dev-full.yml b/docker-compose.dev-full.yml
index 606d5f6a3bc..7a91c4b6324 100644
--- a/docker-compose.dev-full.yml
+++ b/docker-compose.dev-full.yml
@@ -143,6 +143,13 @@ services:
             - redis
             - kafka
 
+    property-defs-rs:
+        extends:
+            file: docker-compose.base.yml
+            service: property-defs-rs
+        depends_on:
+            - kafka
+
     plugins:
         extends:
             file: docker-compose.base.yml
diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml
index e9d698c2d35..6eaa159d3ff 100644
--- a/docker-compose.dev.yml
+++ b/docker-compose.dev.yml
@@ -145,6 +145,13 @@ services:
             - redis
             - kafka
 
+    property-defs-rs:
+        extends:
+            file: docker-compose.base.yml
+            service: property-defs-rs
+        depends_on:
+            - kafka
+
     livestream:
         extends:
             file: docker-compose.base.yml