diff --git a/Makefile b/Makefile
index 3a9b5b0..f1cf179 100644
--- a/Makefile
+++ b/Makefile
@@ -4,6 +4,8 @@ run-benchmarking:
 	cd backend/benchmarking && cargo run
 run-spectator-client:
 	cd spectator-client && npm run dev
+dev-env:
+	cd backend/dev && docker-compose up -d
 deploy-websockets:
 	cd backend && flyctl deploy --config websockets/fly.toml --app websockets
 deploy-spectator-client:
diff --git a/backend/dev/docker-compose.yml b/backend/dev/docker-compose.yml
new file mode 100644
index 0000000..cfe1126
--- /dev/null
+++ b/backend/dev/docker-compose.yml
@@ -0,0 +1,32 @@
+version: '3'
+services:
+  kafka:
+    container_name: kafka
+    image: 'bitnami/kafka:3.3.1'
+    ports:
+      - '9092:9092'
+    tmpfs:
+      - /bitnami/:uid=1001,gid=1
+    command: [
+      sh, -c, 
+      # Kraft specific initialise
+      '/opt/bitnami/scripts/kafka/setup.sh && kafka-storage.sh format --config "$${KAFKA_CONF_FILE}" --cluster-id "lkorDA4qT6W1K_dk0LHvtg" --ignore-formatted && /opt/bitnami/scripts/kafka/run.sh' 
+    ]
+    healthcheck:
+      test: "exit 0"
+    environment:
+      - ALLOW_PLAINTEXT_LISTENER=yes
+
+      # Start Kraft Setup (Kafka as Controller - no Zookeeper)
+      - KAFKA_CFG_NODE_ID=1
+      - KAFKA_CFG_BROKER_ID=1
+      - KAFKA_CFG_CONTROLLER_QUORUM_VOTERS=1@127.0.0.1:9093
+      - KAFKA_CFG_CONTROLLER_LISTENER_NAMES=CONTROLLER
+      - KAFKA_CFG_LISTENERS=PLAINTEXT://kafka:29092,PLAINTEXT_HOST://:9092,CONTROLLER://:9093
+      - KAFKA_CFG_LISTENER_SECURITY_PROTOCOL_MAP=PLAINTEXT:PLAINTEXT,PLAINTEXT_HOST:PLAINTEXT,CONTROLLER:PLAINTEXT
+      - KAFKA_CFG_PROCESS_ROLES=broker,controller
+      - KAFKA_CFG_LOG_DIRS=/tmp/logs
+      - KAFKA_AUTO_CREATE_TOPICS_ENABLE=true
+      # End Kraft Specific Setup
+
+      - KAFKA_CFG_ADVERTISED_LISTENERS=PLAINTEXT://kafka:29092,PLAINTEXT_HOST://localhost:9092
\ No newline at end of file
diff --git a/backend/shared/src/model.rs b/backend/shared/src/model.rs
index 70176a0..52eadf1 100644
--- a/backend/shared/src/model.rs
+++ b/backend/shared/src/model.rs
@@ -4,6 +4,32 @@ use serde::Deserialize;
 pub struct Settings {
     #[serde(default = "default_log")]
     pub log: Log,
+    #[serde(default = "default_kafka")]
+    pub kafka: Kafka,
+}
+
+fn default_kafka() -> Kafka {
+    Kafka {
+        host: "localhost:9092".into(),
+        auto_commit: true,
+        security_protocol: "PLAINTEXT".into(),
+        topics: Topics {
+            location_update: "location_update".into(),
+        },
+    }
+}
+
+#[derive(Deserialize)]
+pub struct Kafka {
+    pub host: String,
+    pub auto_commit: bool,
+    pub security_protocol: String,
+    pub topics: Topics,
+}
+
+#[derive(Deserialize, Clone)]
+pub struct Topics {
+    pub location_update: String,
 }
 
 #[derive(Deserialize)]
diff --git a/backend/websockets/Cargo.toml b/backend/websockets/Cargo.toml
index 059f634..c733aca 100644
--- a/backend/websockets/Cargo.toml
+++ b/backend/websockets/Cargo.toml
@@ -17,3 +17,5 @@ serde_json = "1.0.70"
 prometheus = "0.13"
 lazy_static = "1.4"
 chrono = "0.4.26"
+rdkafka = { version = "0.33.2", features = ["cmake-build"] }
+async-stream = "0.3.5"
diff --git a/backend/websockets/config/default.toml b/backend/websockets/config/default.toml
index 6cefe71..c885064 100644
--- a/backend/websockets/config/default.toml
+++ b/backend/websockets/config/default.toml
@@ -1,3 +1,10 @@
 [log]
-level = "debug"
+level = "info"
 pretty_print = true
+
+[kafka]
+host = "localhost:9092"
+auto_commit = true
+security_protocol = "PLAINTEXT"
+[kafka.topics]
+location_update = "location_updates"
diff --git a/backend/websockets/src/actors/kafka_consumer.rs b/backend/websockets/src/actors/kafka_consumer.rs
new file mode 100644
index 0000000..5d81817
--- /dev/null
+++ b/backend/websockets/src/actors/kafka_consumer.rs
@@ -0,0 +1,94 @@
+use async_stream::stream;
+use std::sync::{Arc, Mutex};
+
+use actix::{Actor, Addr, AsyncContext, Context, Handler, StreamHandler, WrapFuture};
+use rdkafka::{
+    consumer::{Consumer, StreamConsumer},
+    error::{KafkaError, KafkaResult},
+    ClientConfig, Message,
+};
+use tracing::{error, info};
+
+use super::{messages::LocationUpdateMessage, race::Race};
+
+#[derive(Debug)]
+enum KafkaConsumerError {
+    KafkaError(KafkaError),
+    SerdeError(serde_json::Error),
+}
+
+pub struct KafkaConsumer {
+    stream_consumer: StreamConsumer,
+}
+
+impl KafkaConsumer {
+    pub fn new(config: ClientConfig, topics: Vec<&str>) -> Result<Self, KafkaError> {
+        let stream_consumer: StreamConsumer = config.create()?;
+        stream_consumer.subscribe(&topics)?;
+
+        Ok(KafkaConsumer { stream_consumer })
+    }
+
+    async fn consume(&mut self) -> Result<LocationUpdateMessage, KafkaConsumerError> {
+        match self.stream_consumer.recv().await {
+            KafkaResult::Err(err) => {
+                error!("could not consume kafka message: {}", err);
+                Err(KafkaConsumerError::KafkaError(err))
+            }
+            KafkaResult::Ok(msg) => match serde_json::from_slice(msg.payload().unwrap()) {
+                Ok(location_update) => Ok(location_update),
+                Err(e) => {
+                    error!("failed to deserialize kafka message: {}", e);
+                    Err(KafkaConsumerError::SerdeError(e))
+                }
+            },
+        }
+    }
+}
+
+pub struct KafkaConsumerActor {
+    kafka_consumer: Arc<Mutex<KafkaConsumer>>,
+    race_addr: Addr<Race>,
+}
+
+impl KafkaConsumerActor {
+    pub fn new(kafka_consumer: KafkaConsumer, race_addr: Addr<Race>) -> Self {
+        Self {
+            kafka_consumer: Arc::new(Mutex::new(kafka_consumer)),
+            race_addr,
+        }
+    }
+}
+
+impl Actor for KafkaConsumerActor {
+    type Context = Context<Self>;
+
+    fn started(&mut self, ctx: &mut Self::Context) {
+        let consumer_clone = self.kafka_consumer.clone();
+        let race_addr = self.race_addr.clone();
+
+        // Create a separate async task that runs the loop
+        ctx.spawn(
+            async move {
+                let mut kafka_consumer = match consumer_clone.lock() {
+                    Ok(consumer) => consumer,
+                    Err(_) => {
+                        error!("Failed to acquire lock on Kafka consumer");
+                        return;
+                    }
+                };
+
+                loop {
+                    match kafka_consumer.consume().await {
+                        Ok(location_update) => {
+                            // Directly sending the location_update to race_addr
+                            race_addr.do_send(location_update);
+                        }
+                        Err(e) => error!("error consuming kafka message: {:?}", e),
+                    }
+                }
+            }
+            .into_actor(self),
+        );
+    }
+}
diff --git a/backend/websockets/src/actors/mod.rs b/backend/websockets/src/actors/mod.rs
index 145db8a..9b8c0e9 100644
--- a/backend/websockets/src/actors/mod.rs
+++ b/backend/websockets/src/actors/mod.rs
@@ -2,6 +2,7 @@ use chrono::Utc;
 
 use self::messages::LocationUpdateMessage;
 
+pub mod kafka_consumer;
 pub mod messages;
 pub mod race;
 pub mod ws;
diff --git a/backend/websockets/src/actors/race.rs b/backend/websockets/src/actors/race.rs
index 4022398..9bba876 100644
--- a/backend/websockets/src/actors/race.rs
+++ b/backend/websockets/src/actors/race.rs
@@ -11,7 +11,7 @@ use crate::{
 };
 
 use super::messages::{Connect, Disconnect, LocationUpdateMessage, WsMessage};
-use tracing::{debug, error};
+use tracing::{debug, error, info};
 
 type Socket = Recipient<WsMessage>;
 
diff --git a/backend/websockets/src/actors/ws.rs b/backend/websockets/src/actors/ws.rs
index 61667b9..2e55c26 100644
--- a/backend/websockets/src/actors/ws.rs
+++ b/backend/websockets/src/actors/ws.rs
@@ -4,8 +4,11 @@ use actix::{
 };
 use actix::{AsyncContext, Message};
 use actix_web_actors::ws;
+use rdkafka::producer::{FutureProducer, FutureRecord};
+use rdkafka::util::Timeout;
+use shared::model::Topics;
 use std::time::{Duration, Instant};
-use tracing::{debug, error};
+use tracing::{debug, error, info};
 
 use super::messages::{Connect, Disconnect, LocationUpdateMessage, WsMessage};
 use super::race::Race;
@@ -13,33 +16,43 @@ use super::race::Race;
 const HEARTBEAT_INTERVAL: Duration = Duration::from_secs(5);
 const CLIENT_TIMEOUT: Duration = Duration::from_secs(10);
 
-#[derive(Message, Debug)]
+#[derive(Message)]
 #[rtype(result = "()")]
 pub struct WsConnection {
     pub user_id: String,
     pub race_id: String,
     pub race_addr: Addr<Race>,
     pub heartbeat: Instant,
+    pub kafka_producer: FutureProducer,
+    pub kafka_topics: Topics,
 }
 
 impl WsConnection {
-    pub fn new(user_id: String, race_id: String, race: Addr<Race>) -> WsConnection {
+    pub fn new(
+        user_id: String,
+        race_id: String,
+        race: Addr<Race>,
+        kafka_producer: FutureProducer,
+        kafka_topics: Topics,
+    ) -> WsConnection {
         WsConnection {
             user_id,
             race_id,
             heartbeat: Instant::now(),
             race_addr: race,
+            kafka_producer,
+            kafka_topics,
         }
     }
 
     fn heartbeat(&self, ctx: &mut ws::WebsocketContext<WsConnection>) {
         ctx.run_interval(HEARTBEAT_INTERVAL, |act, ctx| {
-            debug!(message = "pinging client", action = "heartbeat", ?act);
+            debug!(message = "running heartbeat check", user_id = ?act.user_id);
             if Instant::now().duration_since(act.heartbeat) > CLIENT_TIMEOUT {
                 error!(
                     message = "client heartbeat failed, disconnecting",
                     action = "heartbeat",
-                    ?act
+                    user_id = ?act.user_id
                 );
                 act.race_addr.do_send(Disconnect {
                     user_id: act.user_id.clone(),
@@ -51,6 +64,43 @@ impl WsConnection {
             ctx.ping(b"PING");
         });
     }
+
+    fn process_message(&mut self, location_update_message: LocationUpdateMessage) {
+        let kafka_message = match serde_json::to_string(&location_update_message) {
+            Ok(message) => message,
+            Err(e) => {
+                error!(
+                    message = "failed to serialize message",
+                    action = "process_message",
+                    ?e
+                );
+                return;
+            }
+        };
+
+        let user_id = location_update_message.user_id;
+        let kafka_producer = self.kafka_producer.clone();
+        let kafka_topic = self.kafka_topics.location_update.clone();
+        actix_web::rt::spawn(async move {
+            let result = kafka_producer
+                .send(
+                    FutureRecord::to(&kafka_topic)
+                        .payload(&kafka_message)
+                        .key(&user_id),
+                    Timeout::Never,
+                )
+                .await;
+
+            match result {
+                Ok(_) => {
+                    debug!(message = "message sent", action = "process_message");
+                }
+                Err(e) => {
+                    error!(message = "message not sent", action = "process_message", ?e);
+                }
+            }
+        });
+    }
 }
 
 impl Handler<WsMessage> for WsConnection {
@@ -85,6 +135,14 @@ impl Actor for WsConnection {
             })
             .wait(ctx)
     }
+
+    fn stopping(&mut self, ctx: &mut Self::Context) -> actix::Running {
+        self.race_addr.do_send(Disconnect {
+            user_id: self.user_id.clone(),
+        });
+        ctx.stop();
+        actix::Running::Stop
+    }
 }
 
 impl StreamHandler<Result<ws::Message, ws::ProtocolError>> for WsConnection {
@@ -100,13 +158,12 @@ impl StreamHandler<Result<ws::Message, ws::ProtocolError>> for WsConnection {
                 self.heartbeat = Instant::now();
             }
             Ok(ws::Message::Binary(bin)) => {
-                //These messages comes from the app
+                //These messages come from the app
                 debug!(message = "binary message", action = "handle", ?bin);
-                let location_update_message: LocationUpdateMessage = match bin.try_into() {
-                    Ok(message) => message,
-                    Err(e) => return ctx.text(e.to_json().to_string()),
+                match bin.try_into() {
+                    Ok(location_update_message) => self.process_message(location_update_message),
+                    Err(e) => ctx.text(e.to_json().to_string()),
                 };
-                self.race_addr.do_send(location_update_message);
             }
             Ok(ws::Message::Close(reason)) => {
                 ctx.close(reason);
@@ -119,12 +176,10 @@ impl StreamHandler<Result<ws::Message, ws::ProtocolError>> for WsConnection {
             Ok(ws::Message::Text(text)) => {
                 //These messages comes from other clients
                 debug!(message = "text message", action = "handle", ?text);
-                let location_update_message: LocationUpdateMessage =
-                    match text.as_bytes().to_owned().try_into() {
-                        Ok(message) => message,
-                        Err(e) => return ctx.text(e.to_json().to_string()),
-                    };
-                self.race_addr.do_send(location_update_message);
+                match text.as_bytes().to_owned().try_into() {
+                    Ok(location_update_message) => self.process_message(location_update_message),
+                    Err(e) => ctx.text(e.to_json().to_string()),
+                };
             }
             Err(e) => panic!("{}", e),
         }
diff --git a/backend/websockets/src/main.rs b/backend/websockets/src/main.rs
index df01411..e96f784 100644
--- a/backend/websockets/src/main.rs
+++ b/backend/websockets/src/main.rs
@@ -5,11 +5,15 @@ use actix_web::{get, App, Error, HttpRequest, HttpResponse, HttpServer};
 use actix_web_actors::ws;
 use actors::race::Race;
 use prometheus::Encoder;
+use rdkafka::producer::FutureProducer;
+use rdkafka::{producer, ClientConfig};
 use shared::log::configure_log;
+use shared::model::Topics;
 use shared::{model::Settings, setup_config};
 use tracing::info;
 use uuid::Uuid;
 
+use crate::actors::kafka_consumer::{KafkaConsumer, KafkaConsumerActor};
 use crate::actors::ws::WsConnection;
 use crate::prom::{register_custom_metrics, INCOMING_REQUESTS, REGISTRY};
 
@@ -26,12 +30,34 @@ async fn main() -> std::io::Result<()> {
 
     info!("Starting server");
 
+    let mut kafka_config = ClientConfig::new();
+    kafka_config
+        .set("bootstrap.servers", config.kafka.host.as_str())
+        .set("group.id", "foo")
+        .set("enable.auto.commit", config.kafka.auto_commit.to_string())
+        .set("security.protocol", config.kafka.security_protocol.as_str());
+
+    let kafka_producer: producer::FutureProducer = kafka_config
+        .create()
+        .expect("could not create kafka producer");
+
+    let kafka_consumer = KafkaConsumer::new(
+        kafka_config,
+        vec![config.kafka.topics.location_update.as_str()],
+    )
+    .expect("could not create kafka consumer");
+
+    let kafka_consumer_actor = KafkaConsumerActor::new(kafka_consumer, race_server.clone());
+    kafka_consumer_actor.start();
+
     HttpServer::new(move || {
         let cors = Cors::permissive();
         App::new()
             .wrap(cors)
             .service(metrics)
             .service(establish_connection)
+            .app_data(Data::new(kafka_producer.clone()))
+            .app_data(Data::new(config.kafka.topics.clone()))
             .app_data(Data::new(race_server.clone()))
     })
     .bind("0.0.0.0:8080")?
@@ -45,13 +71,21 @@ pub async fn establish_connection(
     stream: Payload,
     race_id: Path<String>,
     srv: Data<Addr<Race>>,
+    kafka_producer: Data<FutureProducer>,
+    kafka_topics: Data<Topics>,
 ) -> Result<HttpResponse, Error> {
     info!(message = "new connection", action = "establish_connection");
 
     INCOMING_REQUESTS.inc();
 
     let user_id = Uuid::new_v4().to_string();
-    let ws = WsConnection::new(user_id, race_id.to_string(), srv.get_ref().clone());
+    let ws = WsConnection::new(
+        user_id,
+        race_id.to_string(),
+        srv.get_ref().clone(),
+        kafka_producer.get_ref().clone(),
+        kafka_topics.get_ref().clone(),
+    );
     let resp = ws::start(ws, &req, stream)?;
     Ok(resp)
 }
diff --git a/spectator-client/package-lock.json b/spectator-client/package-lock.json
index 03e5c64..873d03c 100644
--- a/spectator-client/package-lock.json
+++ b/spectator-client/package-lock.json
@@ -30,6 +30,14 @@
         "typescript": "5.0.4"
       }
     },
+    "node_modules/@aashutoshrathi/word-wrap": {
+      "version": "1.2.6",
+      "resolved": "https://registry.npmjs.org/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz",
+      "integrity": "sha512-1Yjs2SvM8TflER/OD3cOjhWWOZb58A2t7wpE2S9XfBYTiIl+XFhQG2bjy4Pu1I+EAlCNUzRDYDdFwFYUKvXcIA==",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
     "node_modules/@alloc/quick-lru": {
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
@@ -55,47 +63,119 @@
       }
     },
     "node_modules/@babel/code-frame": {
-      "version": "7.21.4",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.21.4.tgz",
-      "integrity": "sha512-LYvhNKfwWSPpocw8GI7gpK2nq3HSDuEPC/uSYaALSJu9xjsalaaYFOq0Pwt5KmVqwEbZlDu81aLXwBOmD/Fv9g==",
+      "version": "7.22.10",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.22.10.tgz",
+      "integrity": "sha512-/KKIMG4UEL35WmI9OlvMhurwtytjvXoFcGNrOvyG9zIzA8YmPjVtIZUf7b05+TPO7G7/GEmLHDaoCgACHl9hhA==",
       "peer": true,
       "dependencies": {
-        "@babel/highlight": "^7.18.6"
+        "@babel/highlight": "^7.22.10",
+        "chalk": "^2.4.2"
       },
       "engines": {
         "node": ">=6.9.0"
       }
     },
+    "node_modules/@babel/code-frame/node_modules/ansi-styles": {
+      "version": "3.2.1",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz",
+      "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==",
+      "peer": true,
+      "dependencies": {
+        "color-convert": "^1.9.0"
+      },
+      "engines": {
+        "node": ">=4"
+      }
+    },
+    "node_modules/@babel/code-frame/node_modules/chalk": {
+      "version": "2.4.2",
+      "resolved": "https://registry.npmjs.org/chalk/-/chalk-2.4.2.tgz",
+      "integrity": "sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==",
+      "peer": true,
+      "dependencies": {
+        "ansi-styles": "^3.2.1",
+        "escape-string-regexp": "^1.0.5",
+        "supports-color": "^5.3.0"
+      },
+      "engines": {
+        "node": ">=4"
+      }
+    },
+    "node_modules/@babel/code-frame/node_modules/color-convert": {
+      "version": "1.9.3",
+      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-1.9.3.tgz",
+      "integrity": "sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==",
+      "peer": true,
+      "dependencies": {
+        "color-name": "1.1.3"
+      }
+    },
+    "node_modules/@babel/code-frame/node_modules/color-name": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.3.tgz",
+      "integrity": "sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw==",
+      "peer": true
+    },
+    "node_modules/@babel/code-frame/node_modules/escape-string-regexp": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz",
+      "integrity": "sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg==",
+      "peer": true,
+      "engines": {
+        "node": ">=0.8.0"
+      }
+    },
+    "node_modules/@babel/code-frame/node_modules/has-flag": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/has-flag/-/has-flag-3.0.0.tgz",
+      "integrity": "sha512-sKJf1+ceQBr4SMkvQnBDNDtf4TXpVhVGateu0t918bl30FnbE2m4vNLX+VWe/dpjlb+HugGYzW7uQXH98HPEYw==",
+      "peer": true,
+      "engines": {
+        "node": ">=4"
+      }
+    },
+    "node_modules/@babel/code-frame/node_modules/supports-color": {
+      "version": "5.5.0",
+      "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-5.5.0.tgz",
+      "integrity": "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==",
+      "peer": true,
+      "dependencies": {
+        "has-flag": "^3.0.0"
+      },
+      "engines": {
+        "node": ">=4"
+      }
+    },
     "node_modules/@babel/compat-data": {
-      "version": "7.21.7",
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