diff --git a/src/test/java/io/redis/examples/reactive/HashExample.java b/src/test/java/io/redis/examples/reactive/HashExample.java
new file mode 100644
index 0000000000..44f9678438
--- /dev/null
+++ b/src/test/java/io/redis/examples/reactive/HashExample.java
@@ -0,0 +1,161 @@
+// EXAMPLE: hash_tutorial
+package io.redis.examples.reactive;
+
+import io.lettuce.core.*;
+import io.lettuce.core.api.reactive.RedisReactiveCommands;
+import io.lettuce.core.api.StatefulRedisConnection;
+// REMOVE_START
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+// REMOVE_END
+
+import reactor.core.publisher.Mono;
+
+import java.util.*;
+
+public class HashExample {
+
+    // REMOVE_START
+    @Test
+    // REMOVE_END
+    public void run() {
+        RedisClient redisClient = RedisClient.create("redis://localhost:6379");
+
+        try (StatefulRedisConnection<String, String> connection = redisClient.connect()) {
+            RedisReactiveCommands<String, String> reactiveCommands = connection.reactive();
+            // REMOVE_START
+            // Clean up any existing data
+            Mono<Void> cleanup = reactiveCommands.del("bike:1", "bike:1:stats").then();
+            cleanup.block();
+            // REMOVE_END
+
+            // STEP_START set_get_all
+            Map<String, String> bike1 = new HashMap<>();
+            bike1.put("model", "Deimos");
+            bike1.put("brand", "Ergonom");
+            bike1.put("type", "Enduro bikes");
+            bike1.put("price", "4972");
+
+            Mono<Long> setGetAll = reactiveCommands.hset("bike:1", bike1).doOnNext(result -> {
+                System.out.println(result); // >>> 4
+                // REMOVE_START
+                assertThat(result).isEqualTo(4L);
+                // REMOVE_END
+            });
+
+            setGetAll.block();
+
+            Mono<String> getModel = reactiveCommands.hget("bike:1", "model").doOnNext(result -> {
+                System.out.println(result); // >>> Deimos
+                // REMOVE_START
+                assertThat(result).isEqualTo("Deimos");
+                // REMOVE_END
+            });
+
+            Mono<String> getPrice = reactiveCommands.hget("bike:1", "price").doOnNext(result -> {
+                System.out.println(result); // >>> 4972
+                // REMOVE_START
+                assertThat(result).isEqualTo("4972");
+                // REMOVE_END
+            });
+
+            Mono<List<KeyValue<String, String>>> getAll = reactiveCommands.hgetall("bike:1").collectList().doOnNext(result -> {
+                System.out.println(result);
+                // >>> [KeyValue[type, Enduro bikes], KeyValue[brand, Ergonom],
+                // KeyValue[price, 4972], KeyValue[model, Deimos]]
+                // REMOVE_START
+                List<KeyValue<String, String>> expected = new ArrayList<>(
+                        Arrays.asList(KeyValue.just("price", "4972"), KeyValue.just("model", "Deimos"),
+                                KeyValue.just("type", "Enduro bikes"), KeyValue.just("brand", "Ergonom")));
+                assertThat(result).isEqualTo(expected);
+                // REMOVE_END
+            });
+            // STEP_END
+
+            // STEP_START hmget
+            Mono<List<KeyValue<String, String>>> hmGet = reactiveCommands.hmget("bike:1", "model", "price").collectList()
+                    .doOnNext(result -> {
+                        System.out.println(result);
+                        // >>> [KeyValue[model, Deimos], KeyValue[price, 4972]]
+                        // REMOVE_START
+                        List<KeyValue<String, String>> expected = new ArrayList<>(
+                                Arrays.asList(KeyValue.just("model", "Deimos"), KeyValue.just("price", "4972")));
+                        assertThat(result).isEqualTo(expected);
+                        // REMOVE_END
+                    });
+            // STEP_END
+
+            Mono.when(getModel, getPrice, getAll, hmGet).block();
+
+            // STEP_START hincrby
+            Mono<Void> hIncrBy = reactiveCommands.hincrby("bike:1", "price", 100).doOnNext(result -> {
+                System.out.println(result); // >>> 5072
+                // REMOVE_START
+                assertThat(result).isEqualTo(5072L);
+                // REMOVE_END
+            }).flatMap(v -> reactiveCommands.hincrby("bike:1", "price", -100)).doOnNext(result -> {
+                System.out.println(result); // >>> 4972
+                // REMOVE_START
+                assertThat(result).isEqualTo(4972L);
+                // REMOVE_END
+            }).then();
+            // STEP_END
+            hIncrBy.block();
+
+            // STEP_START incrby_get_mget
+            Mono<Void> incrByGetMget = reactiveCommands.hincrby("bike:1:stats", "rides", 1).doOnNext(result -> {
+                System.out.println(result); // >>> 1
+                // REMOVE_START
+                assertThat(result).isEqualTo(1L);
+                // REMOVE_END
+            }).flatMap(v -> reactiveCommands.hincrby("bike:1:stats", "rides", 1)).doOnNext(result -> {
+                System.out.println(result); // >>> 2
+                // REMOVE_START
+                assertThat(result).isEqualTo(2L);
+                // REMOVE_END
+            }).flatMap(v -> reactiveCommands.hincrby("bike:1:stats", "rides", 1)).doOnNext(result -> {
+                System.out.println(result); // >>> 3
+                // REMOVE_START
+                assertThat(result).isEqualTo(3L);
+                // REMOVE_END
+            }).flatMap(v -> reactiveCommands.hincrby("bike:1:stats", "crashes", 1)).doOnNext(result -> {
+                System.out.println(result); // >>> 1
+                // REMOVE_START
+                assertThat(result).isEqualTo(1L);
+                // REMOVE_END
+            }).flatMap(v -> reactiveCommands.hincrby("bike:1:stats", "owners", 1)).doOnNext(result -> {
+                System.out.println(result); // >>> 1
+                // REMOVE_START
+                assertThat(result).isEqualTo(1L);
+                // REMOVE_END
+            }).then();
+
+            incrByGetMget.block();
+
+            Mono<String> getRides = reactiveCommands.hget("bike:1:stats", "rides").doOnNext(result -> {
+                System.out.println(result); // >>> 3
+                // REMOVE_START
+                assertThat(result).isEqualTo("3");
+                // REMOVE_END
+            });
+
+            Mono<List<KeyValue<String, String>>> getCrashesOwners = reactiveCommands.hmget("bike:1:stats", "crashes", "owners")
+                    .collectList().doOnNext(result -> {
+                        System.out.println(result);
+                        // >>> [KeyValue[crashes, 1], KeyValue[owners, 1]]
+                        // REMOVE_START
+                        List<KeyValue<String, String>> expected = new ArrayList<>(
+                                Arrays.asList(KeyValue.just("crashes", "1"), KeyValue.just("owners", "1")));
+
+                        assertThat(result).isEqualTo(expected);
+                        // REMOVE_END
+                    });
+            // STEP_END
+
+            Mono.when(getRides, getCrashesOwners).block();
+        } finally {
+            redisClient.shutdown();
+        }
+    }
+
+}
diff --git a/src/test/java/io/redis/examples/reactive/StringExample.java b/src/test/java/io/redis/examples/reactive/StringExample.java
index 24d2443e4d..85257fdb6b 100644
--- a/src/test/java/io/redis/examples/reactive/StringExample.java
+++ b/src/test/java/io/redis/examples/reactive/StringExample.java
@@ -69,10 +69,11 @@ public void run() {
 
             Mono<Void> mset = reactiveCommands.mset(bikeMap).doOnNext(System.out::println) // OK
                     .flatMap(v -> reactiveCommands.mget("bike:1", "bike:2", "bike:3").collectList()).doOnNext(res -> {
+                        // REMOVE_START
                         List<KeyValue<String, String>> expected = new ArrayList<>(
                                 Arrays.asList(KeyValue.just("bike:1", "Deimos"), KeyValue.just("bike:2", "Ares"),
                                         KeyValue.just("bike:3", "Vanth")));
-                        // REMOVE_START
+
                         assertThat(res).isEqualTo(expected);
                         // REMOVE_END
                         System.out.println(res); // [KeyValue[bike:1, Deimos], KeyValue[bike:2, Ares], KeyValue[bike:3, Vanth]]