diff --git a/.github/workflows/Procedure_push_docker_images.yml b/.github/workflows/Procedure_push_docker_images.yml
index d5c65794..5e571e05 100644
--- a/.github/workflows/Procedure_push_docker_images.yml
+++ b/.github/workflows/Procedure_push_docker_images.yml
@@ -116,12 +116,6 @@ jobs:
         username: ${{ secrets.DOCKERHUB_USERNAME }}
         password: ${{ secrets.DOCKERHUB_PASSWORD }}
 
-    - name: Install Docker Compose
-      run: |
-        sudo apt-get update
-        sudo apt-get install -y docker-compose
-        echo "Installed Docker Compose version: $(docker-compose --version)"
-
     - name: Build Wazuh images
       run: |
         IMAGE_TAG=${{ inputs.image_tag }}
diff --git a/.github/workflows/push.yml b/.github/workflows/push.yml
index b6b0c1f6..81418944 100644
--- a/.github/workflows/push.yml
+++ b/.github/workflows/push.yml
@@ -10,11 +10,6 @@ jobs:
     - name: Check out code
       uses: actions/checkout@v3
 
-    - name: Install docker-compose
-      run: |
-        curl -L "https://github.com/docker/compose/releases/download/1.29.2/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose
-        chmod +x /usr/local/bin/docker-compose
-
     - name: Build Wazuh images
       run: build-docker-images/build-images.sh
 
@@ -76,11 +71,6 @@ jobs:
     - name: Check out code
       uses: actions/checkout@v3
 
-    - name: Install docker-compose
-      run: |
-        curl -L "https://github.com/docker/compose/releases/download/1.29.2/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose
-        chmod +x /usr/local/bin/docker-compose
-
     - name: Create enviroment variables
       run: cat .env > $GITHUB_ENV
 
@@ -114,10 +104,10 @@ jobs:
 
 
     - name: Create single node certficates
-      run: docker-compose -f single-node/generate-certs.yml run --rm generator
+      run: docker compose -f single-node/generate-certs.yml run --rm generator
 
     - name: Start single node stack
-      run: docker-compose -f single-node/docker-compose.yml up -d
+      run: docker compose -f single-node/docker-compose.yml up -d
 
     - name: Check Wazuh indexer start
       run: |
@@ -211,11 +201,6 @@ jobs:
     - name: Check out code
       uses: actions/checkout@v3
 
-    - name: Install docker-compose
-      run: |
-        curl -L "https://github.com/docker/compose/releases/download/1.29.2/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose
-        chmod +x /usr/local/bin/docker-compose
-
     - name: Create enviroment variables
       run: cat .env > $GITHUB_ENV
 
@@ -256,10 +241,10 @@ jobs:
         rm -rf wazuh-manager.tar wazuh-indexer.tar wazuh-dashboard.tar wazuh-cert-tool.tar
 
     - name: Create multi node certficates
-      run: docker-compose -f multi-node/generate-certs.yml run --rm generator
+      run: docker compose -f multi-node/generate-certs.yml run --rm generator
 
     - name: Start multi node stack
-      run: docker-compose -f multi-node/docker-compose.yml up -d
+      run: docker compose -f multi-node/docker-compose.yml up -d
 
     - name: Check Wazuh indexer start
       run: |
diff --git a/build-docker-images/build-images.sh b/build-docker-images/build-images.sh
index 6acdb2d3..3113f6ca 100755
--- a/build-docker-images/build-images.sh
+++ b/build-docker-images/build-images.sh
@@ -70,7 +70,7 @@ build() {
     echo WAZUH_FILEBEAT_MODULE=$WAZUH_FILEBEAT_MODULE >> .env
     echo WAZUH_UI_REVISION=$WAZUH_UI_REVISION >> .env
 
-    docker-compose -f build-docker-images/build-images.yml --env-file .env build --no-cache
+    docker compose -f build-docker-images/build-images.yml --env-file .env build --no-cache
     docker build -t wazuh/wazuh-cert-tool:$WAZUH_IMAGE_VERSION build-docker-images/cert-tool-image/
 
     return 0
diff --git a/build-docker-images/build-images.yml b/build-docker-images/build-images.yml
index 90fbb897..6620b17e 100644
--- a/build-docker-images/build-images.yml
+++ b/build-docker-images/build-images.yml
@@ -1,6 +1,4 @@
 # Wazuh App Copyright (C) 2017, Wazuh Inc. (License GPLv2)
-version: '3.7'
-
 services:
   wazuh.manager:
     build:
diff --git a/multi-node/README.md b/multi-node/README.md
index 64273eb8..e35c80e9 100644
--- a/multi-node/README.md
+++ b/multi-node/README.md
@@ -1,6 +1,6 @@
 # Deploy Wazuh Docker in multi node configuration
 
-This deployment is defined in the `docker-compose.yml` file with two Wazuh manager containers, three Wazuh indexer containers, and one Wazuh dashboard container. It can be deployed by following these steps: 
+This deployment is defined in the `docker-compose.yml` file with two Wazuh manager containers, three Wazuh indexer containers, and one Wazuh dashboard container. It can be deployed by following these steps:
 
 1) Increase max_map_count on your host (Linux). This command must be run with root permissions:
 ```
@@ -8,18 +8,18 @@ $ sysctl -w vm.max_map_count=262144
 ```
 2) Run the certificate creation script:
 ```
-$ docker-compose -f generate-certs.yml run --rm generator
+$ docker compose -f generate-certs.yml run --rm generator
 ```
-3) Start the environment with docker-compose:
+3) Start the environment with docker compose:
 
 - In the foregroud:
 ```
-$ docker-compose up
+$ docker compose up
 ```
 
 - In the background:
 ```
-$ docker-compose up -d
+$ docker compose up -d
 ```
 
 
diff --git a/multi-node/generate-certs.yml b/multi-node/generate-certs.yml
index efcd8d87..c7d4bdf1 100644
--- a/multi-node/generate-certs.yml
+++ b/multi-node/generate-certs.yml
@@ -1,6 +1,4 @@
 # Wazuh App Copyright (C) 2017, Wazuh Inc. (License GPLv2)
-version: '3'
-
 services:
   generator:
     image: wazuh/wazuh-cert-tool:5.0.0
diff --git a/single-node/README.md b/single-node/README.md
index ba1be707..8ceddb37 100644
--- a/single-node/README.md
+++ b/single-node/README.md
@@ -8,17 +8,17 @@ $ sysctl -w vm.max_map_count=262144
 ```
 2) Run the certificate creation script:
 ```
-$ docker-compose -f generate-certs.yml run --rm generator
+$ docker compose -f generate-certs.yml run --rm generator
 ```
-3) Start the environment with docker-compose:
+3) Start the environment with docker compose:
 
 - In the foregroud:
 ```
-$ docker-compose up
+$ docker compose up
 ```
 - In the background:
 ```
-$ docker-compose up -d
+$ docker compose up -d
 ```
 
 The environment takes about 1 minute to get up (depending on your Docker host) for the first time since Wazuh Indexer must be started for the first time and the indexes and index patterns must be generated.
diff --git a/single-node/generate-certs.yml b/single-node/generate-certs.yml
index 6826ed7d..0c975bab 100644
--- a/single-node/generate-certs.yml
+++ b/single-node/generate-certs.yml
@@ -1,6 +1,4 @@
 # Wazuh App Copyright (C) 2017, Wazuh Inc. (License GPLv2)
-version: '3'
-
 services:
   generator:
     image: wazuh/wazuh-cert-tool:5.0.0