diff --git a/CHANGELOG.md b/CHANGELOG.md
index 52a4437f..76e24d67 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,6 +9,7 @@ All notable changes to this project will be documented in this file.
 
 ### Changed
 
+- Wazuh server clean-up ([#2030](https://github.com/wazuh/wazuh-puppet/issues/2030))
 - Fix OpenSearch deprecated settings ([#1366](https://github.com/wazuh/wazuh-puppet/issues/1366))
 
 ### Fixed
diff --git a/build-docker-images/build-images.yml b/build-docker-images/build-images.yml
index ed784cec..35d8d7a2 100644
--- a/build-docker-images/build-images.yml
+++ b/build-docker-images/build-images.yml
@@ -27,9 +27,7 @@ services:
       - wazuh_logs:/var/ossec/logs
       - wazuh_queue:/var/ossec/queue
       - wazuh_var_multigroups:/var/ossec/var/multigroups
-      - wazuh_integrations:/var/ossec/integrations
       - wazuh_active_response:/var/ossec/active-response/bin
-      - wazuh_agentless:/var/ossec/agentless
       - wazuh_wodles:/var/ossec/wodles
       - filebeat_etc:/etc/filebeat
       - filebeat_var:/var/lib/filebeat
@@ -94,9 +92,7 @@ volumes:
   wazuh_logs:
   wazuh_queue:
   wazuh_var_multigroups:
-  wazuh_integrations:
   wazuh_active_response:
-  wazuh_agentless:
   wazuh_wodles:
   filebeat_etc:
   filebeat_var:
diff --git a/build-docker-images/wazuh-manager/Dockerfile b/build-docker-images/wazuh-manager/Dockerfile
index 7bbfdfc7..d2c11083 100644
--- a/build-docker-images/wazuh-manager/Dockerfile
+++ b/build-docker-images/wazuh-manager/Dockerfile
@@ -50,9 +50,6 @@ RUN chmod go-w /etc/filebeat/wazuh-template.json
 RUN mkdir -p /var/ossec/var/multigroups && \
     chown root:wazuh /var/ossec/var/multigroups && \
     chmod 770 /var/ossec/var/multigroups && \
-    mkdir -p /var/ossec/agentless && \
-    chown root:wazuh /var/ossec/agentless && \
-    chmod 770 /var/ossec/agentless && \
     mkdir -p /var/ossec/active-response/bin && \
     chown root:wazuh /var/ossec/active-response/bin && \
     chmod 770 /var/ossec/active-response/bin && \
diff --git a/build-docker-images/wazuh-manager/config/etc/cont-init.d/2-manager b/build-docker-images/wazuh-manager/config/etc/cont-init.d/2-manager
index ff3e1fdd..ebd08eb1 100644
--- a/build-docker-images/wazuh-manager/config/etc/cont-init.d/2-manager
+++ b/build-docker-images/wazuh-manager/config/etc/cont-init.d/2-manager
@@ -60,12 +60,6 @@ function_wazuh_migration(){
       chown wazuh:wazuh /var/ossec/etc/rules/*
       chmod 660 /var/ossec/etc/rules/*
 
-      if [ -e /wazuh-migration/data/agentless/.passlist ]; then
-        \cp -f /wazuh-migration/data/agentless/.passlist /var/ossec/agentless/.passlist
-        chown root:wazuh /var/ossec/agentless/.passlist
-        chmod 640 /var/ossec/agentless/.passlist
-      fi
-
       \cp -f /wazuh-migration/global.db /var/ossec/queue/db/global.db
       chown wazuh:wazuh /var/ossec/queue/db/global.db
       chmod 640 /var/ossec/queue/db/global.db
diff --git a/build-docker-images/wazuh-manager/config/permanent_data.env b/build-docker-images/wazuh-manager/config/permanent_data.env
index 132dc492..26a61289 100644
--- a/build-docker-images/wazuh-manager/config/permanent_data.env
+++ b/build-docker-images/wazuh-manager/config/permanent_data.env
@@ -4,9 +4,7 @@ PERMANENT_DATA[((i++))]="/var/ossec/api/configuration"
 PERMANENT_DATA[((i++))]="/var/ossec/etc"
 PERMANENT_DATA[((i++))]="/var/ossec/logs"
 PERMANENT_DATA[((i++))]="/var/ossec/queue"
-PERMANENT_DATA[((i++))]="/var/ossec/agentless"
 PERMANENT_DATA[((i++))]="/var/ossec/var/multigroups"
-PERMANENT_DATA[((i++))]="/var/ossec/integrations"
 PERMANENT_DATA[((i++))]="/var/ossec/active-response/bin"
 PERMANENT_DATA[((i++))]="/var/ossec/wodles"
 PERMANENT_DATA[((i++))]="/etc/filebeat"
@@ -16,16 +14,6 @@ export PERMANENT_DATA
 # Files mounted in a volume that should not be permanent
 i=0
 PERMANENT_DATA_EXCP[((i++))]="/var/ossec/etc/internal_options.conf"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/integrations/slack"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/integrations/slack.py"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/integrations/virustotal"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/integrations/virustotal.py"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/integrations/shuffle"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/integrations/shuffle.py"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/integrations/pagerduty"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/integrations/pagerduty.py"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/integrations/maltiverse"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/integrations/maltiverse.py"
 PERMANENT_DATA_EXCP[((i++))]="/var/ossec/active-response/bin/default-firewall-drop"
 PERMANENT_DATA_EXCP[((i++))]="/var/ossec/active-response/bin/disable-account"
 PERMANENT_DATA_EXCP[((i++))]="/var/ossec/active-response/bin/firewalld-drop"
@@ -41,18 +29,6 @@ PERMANENT_DATA_EXCP[((i++))]="/var/ossec/active-response/bin/pf"
 PERMANENT_DATA_EXCP[((i++))]="/var/ossec/active-response/bin/restart-wazuh"
 PERMANENT_DATA_EXCP[((i++))]="/var/ossec/active-response/bin/restart.sh"
 PERMANENT_DATA_EXCP[((i++))]="/var/ossec/active-response/bin/route-null"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/sshlogin.exp"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/ssh_pixconfig_diff"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/ssh_asa-fwsmconfig_diff"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/ssh_integrity_check_bsd"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/main.exp"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/su.exp"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/ssh_integrity_check_linux"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/register_host.sh"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/ssh_generic_diff"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/ssh_foundry_diff"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/ssh_nopass.exp"
-PERMANENT_DATA_EXCP[((i++))]="/var/ossec/agentless/ssh.exp"
 PERMANENT_DATA_EXCP[((i++))]="/var/ossec/wodles/utils.py"
 PERMANENT_DATA_EXCP[((i++))]="/var/ossec/wodles/aws/aws-s3"
 PERMANENT_DATA_EXCP[((i++))]="/var/ossec/wodles/aws/aws-s3.py"
diff --git a/docs/ref/configuration/configuration-files.md b/docs/ref/configuration/configuration-files.md
index 4965b89e..429a85f5 100644
--- a/docs/ref/configuration/configuration-files.md
+++ b/docs/ref/configuration/configuration-files.md
@@ -2,7 +2,7 @@
 
 ### 1. Wazuh Manager Configuration
 
-* **`ossec.conf`**: The main configuration file for the Wazuh manager. It controls rules, decoders, agent enrollment, active responses, integrations, clustering, and more.
+* **`ossec.conf`**: The main configuration file for the Wazuh manager. It controls rules, decoders, agent enrollment, active responses, clustering, and more.
     * **Customization**: Mount a custom `ossec.conf` or specific configuration snippets (e.g., local rules in `local_rules.xml`) into the manager container at `/wazuh-mount-point/`, which will be copied to the path `/var/ossec` (e.g., the file `/var/ossec/etc/ossec.conf` must be mounted at `/wazuh-mount-point/etc/ossec.conf`) .
 
 ### 2. Wazuh Indexer Configuration
diff --git a/multi-node/Migration-to-Wazuh-4.4.md b/multi-node/Migration-to-Wazuh-4.4.md
index 3ff10a84..0d192f2c 100644
--- a/multi-node/Migration-to-Wazuh-4.4.md
+++ b/multi-node/Migration-to-Wazuh-4.4.md
@@ -80,13 +80,6 @@ docker volume create \
            multi-node_master-wazuh-var-multigroups
 ```
 ```
-docker volume create \
-           --label com.docker.compose.project=multi-node \
-           --label com.docker.compose.version=1.25.0 \
-           --label com.docker.compose.volume=master-wazuh-integrations \
-           multi-node_master-wazuh-integrations
-```
-```
 docker volume create \
            --label com.docker.compose.project=multi-node \
            --label com.docker.compose.version=1.25.0 \
@@ -94,13 +87,6 @@ docker volume create \
            multi-node_master-wazuh-active-response
 ```
 ```
-docker volume create \
-           --label com.docker.compose.project=multi-node \
-           --label com.docker.compose.version=1.25.0 \
-           --label com.docker.compose.volume=master-wazuh-agentless \
-           multi-node_master-wazuh-agentless
-```
-```
 docker volume create \
            --label com.docker.compose.project=multi-node \
            --label com.docker.compose.version=1.25.0 \
@@ -157,13 +143,6 @@ docker volume create \
            multi-node_worker-wazuh-var-multigroups
 ```
 ```
-docker volume create \
-           --label com.docker.compose.project=multi-node \
-           --label com.docker.compose.version=1.25.0 \
-           --label com.docker.compose.volume=worker-wazuh-integrations \
-           multi-node_worker-wazuh-integrations
-```
-```
 docker volume create \
            --label com.docker.compose.project=multi-node \
            --label com.docker.compose.version=1.25.0 \
@@ -171,13 +150,6 @@ docker volume create \
            multi-node_worker-wazuh-active-response
 ```
 ```
-docker volume create \
-           --label com.docker.compose.project=multi-node \
-           --label com.docker.compose.version=1.25.0 \
-           --label com.docker.compose.volume=worker-wazuh-agentless \
-           multi-node_worker-wazuh-agentless
-```
-```
 docker volume create \
            --label com.docker.compose.project=multi-node \
            --label com.docker.compose.version=1.25.0 \
@@ -248,24 +220,12 @@ docker container run --rm -it \
            alpine ash -c "cd /from ; cp -avp . /to"
 ```
 ```
-docker container run --rm -it \
-           -v wazuh-docker_ossec-integrations:/from \
-           -v multi-node_master-wazuh-integrations:/to \
-           alpine ash -c "cd /from ; cp -avp . /to"
-```
-```
 docker container run --rm -it \
            -v wazuh-docker_ossec-active-response:/from \
            -v multi-node_master-wazuh-active-response:/to \
            alpine ash -c "cd /from ; cp -avp . /to"
 ```
 ```
-docker container run --rm -it \
-           -v wazuh-docker_ossec-agentless:/from \
-           -v multi-node_master-wazuh-agentless:/to \
-           alpine ash -c "cd /from ; cp -avp . /to"
-```
-```
 docker container run --rm -it \
            -v wazuh-docker_ossec-wodles:/from \
            -v multi-node_master-wazuh-wodles:/to \
@@ -314,24 +274,12 @@ docker container run --rm -it \
            alpine ash -c "cd /from ; cp -avp . /to"
 ```
 ```
-docker container run --rm -it \
-           -v wazuh-docker_worker-ossec-integrations:/from \
-           -v multi-node_worker-wazuh-integrations:/to \
-           alpine ash -c "cd /from ; cp -avp . /to"
-```
-```
 docker container run --rm -it \
            -v wazuh-docker_worker-ossec-active-response:/from \
            -v multi-node_worker-wazuh-active-response:/to \
            alpine ash -c "cd /from ; cp -avp . /to"
 ```
 ```
-docker container run --rm -it \
-           -v wazuh-docker_worker-ossec-agentless:/from \
-           -v multi-node_worker-wazuh-agentless:/to \
-           alpine ash -c "cd /from ; cp -avp . /to"
-```
-```
 docker container run --rm -it \
            -v wazuh-docker_worker-ossec-wodles:/from \
            -v multi-node_worker-wazuh-wodles:/to \
diff --git a/multi-node/config/wazuh_cluster/wazuh_manager.conf b/multi-node/config/wazuh_cluster/wazuh_manager.conf
index b1f32c8b..600b3e88 100644
--- a/multi-node/config/wazuh_cluster/wazuh_manager.conf
+++ b/multi-node/config/wazuh_cluster/wazuh_manager.conf
@@ -1,24 +1,10 @@
 <ossec_config>
   <global>
-    <jsonout_output>yes</jsonout_output>
-    <alerts_log>yes</alerts_log>
-    <logall>no</logall>
-    <logall_json>no</logall_json>
-    <email_notification>no</email_notification>
-    <smtp_server>smtp.example.wazuh.com</smtp_server>
-    <email_from>wazuh@example.wazuh.com</email_from>
-    <email_to>recipient@example.wazuh.com</email_to>
-    <email_maxperhour>12</email_maxperhour>
-    <email_log_source>alerts.log</email_log_source>
-    <agents_disconnection_time>10m</agents_disconnection_time>
+    <agents_disconnection_time>15m</agents_disconnection_time>
     <agents_disconnection_alert_time>0</agents_disconnection_alert_time>
+    <update_check>yes</update_check>
   </global>
 
-  <alerts>
-    <log_alert_level>3</log_alert_level>
-    <email_alert_level>12</email_alert_level>
-  </alerts>
-
   <!-- Choose between "plain", "json", or "plain,json" for the format of internal logs -->
   <logging>
     <log_format>plain</log_format>
@@ -34,8 +20,6 @@
   <!-- Policy monitoring -->
   <rootcheck>
     <disabled>no</disabled>
-    <check_files>yes</check_files>
-    <check_trojans>yes</check_trojans>
     <check_dev>yes</check_dev>
     <check_sys>yes</check_sys>
     <check_pids>yes</check_pids>
@@ -45,31 +29,12 @@
     <!-- Frequency that rootcheck is executed - every 12 hours -->
     <frequency>43200</frequency>
 
-    <rootkit_files>etc/rootcheck/rootkit_files.txt</rootkit_files>
-    <rootkit_trojans>etc/rootcheck/rootkit_trojans.txt</rootkit_trojans>
-
     <skip_nfs>yes</skip_nfs>
+
+    <ignore>/var/lib/containerd</ignore>
+    <ignore>/var/lib/docker/overlay2</ignore>
   </rootcheck>
 
-  <wodle name="cis-cat">
-    <disabled>yes</disabled>
-    <timeout>1800</timeout>
-    <interval>1d</interval>
-    <scan-on-start>yes</scan-on-start>
-
-    <java_path>wodles/java</java_path>
-    <ciscat_path>wodles/ciscat</ciscat_path>
-  </wodle>
-
-  <!-- Osquery integration -->
-  <wodle name="osquery">
-    <disabled>yes</disabled>
-    <run_daemon>yes</run_daemon>
-    <log_path>/var/log/osquery/osqueryd.results.log</log_path>
-    <config_path>/etc/osquery/osquery.conf</config_path>
-    <add_labels>yes</add_labels>
-  </wodle>
-
   <!-- System inventory -->
   <wodle name="syscollector">
     <disabled>no</disabled>
@@ -81,9 +46,15 @@
     <packages>yes</packages>
     <ports all="yes">yes</ports>
     <processes>yes</processes>
+    <users>yes</users>
+    <groups>yes</groups>
+    <services>yes</services>
+    <browser_extensions>yes</browser_extensions>
 
     <!-- Database synchronization settings -->
     <synchronization>
+      <enabled>yes</enabled>
+      <interval>5m</interval>
       <max_eps>10</max_eps>
     </synchronization>
   </wodle>
@@ -92,7 +63,13 @@
     <enabled>yes</enabled>
     <scan_on_start>yes</scan_on_start>
     <interval>12h</interval>
-    <skip_nfs>yes</skip_nfs>
+
+    <!-- Database synchronization settings -->
+    <synchronization>
+      <enabled>yes</enabled>
+      <interval>5m</interval>
+      <max_eps>10</max_eps>
+    </synchronization>
   </sca>
 
   <vulnerability-detection>
@@ -124,8 +101,6 @@
     <!-- Frequency that syscheck is executed default every 12 hours -->
     <frequency>43200</frequency>
 
-    <scan_on_start>yes</scan_on_start>
-
     <!-- Generate alert when new file detected -->
     <alert_new_files>yes</alert_new_files>
 
@@ -165,13 +140,12 @@
     <process_priority>10</process_priority>
 
     <!-- Maximum output throughput -->
-    <max_eps>100</max_eps>
+    <max_eps>50</max_eps>
 
     <!-- Database synchronization settings -->
     <synchronization>
       <enabled>yes</enabled>
       <interval>5m</interval>
-      <max_interval>1h</max_interval>
       <max_eps>10</max_eps>
     </synchronization>
   </syscheck>
@@ -266,13 +240,6 @@
     <rule_dir>etc/rules</rule_dir>
   </ruleset>
 
-  <rule_test>
-    <enabled>yes</enabled>
-    <threads>1</threads>
-    <max_sessions>64</max_sessions>
-    <session_timeout>15m</session_timeout>
-  </rule_test>
-
   <!-- Configuration for wazuh-authd -->
   <auth>
     <disabled>no</disabled>
@@ -305,9 +272,19 @@
 </ossec_config>
 
 <ossec_config>
+  <localfile>
+    <log_format>journald</log_format>
+    <location>journald</location>
+  </localfile>
+
+  <localfile>
+    <log_format>audit</log_format>
+    <location>/var/log/audit/audit.log</location>
+  </localfile>
+
   <localfile>
     <log_format>syslog</log_format>
     <location>/var/ossec/logs/active-responses.log</location>
   </localfile>
 
-</ossec_config>
+</ossec_config>
\ No newline at end of file
diff --git a/multi-node/config/wazuh_cluster/wazuh_worker.conf b/multi-node/config/wazuh_cluster/wazuh_worker.conf
index 7b89dc63..b85335cd 100644
--- a/multi-node/config/wazuh_cluster/wazuh_worker.conf
+++ b/multi-node/config/wazuh_cluster/wazuh_worker.conf
@@ -1,24 +1,10 @@
 <ossec_config>
   <global>
-    <jsonout_output>yes</jsonout_output>
-    <alerts_log>yes</alerts_log>
-    <logall>no</logall>
-    <logall_json>no</logall_json>
-    <email_notification>no</email_notification>
-    <smtp_server>smtp.example.wazuh.com</smtp_server>
-    <email_from>wazuh@example.wazuh.com</email_from>
-    <email_to>recipient@example.wazuh.com</email_to>
-    <email_maxperhour>12</email_maxperhour>
-    <email_log_source>alerts.log</email_log_source>
-    <agents_disconnection_time>10m</agents_disconnection_time>
+    <agents_disconnection_time>15m</agents_disconnection_time>
     <agents_disconnection_alert_time>0</agents_disconnection_alert_time>
+    <update_check>yes</update_check>
   </global>
 
-  <alerts>
-    <log_alert_level>3</log_alert_level>
-    <email_alert_level>12</email_alert_level>
-  </alerts>
-
   <!-- Choose between "plain", "json", or "plain,json" for the format of internal logs -->
   <logging>
     <log_format>plain</log_format>
@@ -34,8 +20,6 @@
   <!-- Policy monitoring -->
   <rootcheck>
     <disabled>no</disabled>
-    <check_files>yes</check_files>
-    <check_trojans>yes</check_trojans>
     <check_dev>yes</check_dev>
     <check_sys>yes</check_sys>
     <check_pids>yes</check_pids>
@@ -45,31 +29,12 @@
     <!-- Frequency that rootcheck is executed - every 12 hours -->
     <frequency>43200</frequency>
 
-    <rootkit_files>etc/rootcheck/rootkit_files.txt</rootkit_files>
-    <rootkit_trojans>etc/rootcheck/rootkit_trojans.txt</rootkit_trojans>
-
     <skip_nfs>yes</skip_nfs>
+
+    <ignore>/var/lib/containerd</ignore>
+    <ignore>/var/lib/docker/overlay2</ignore>
   </rootcheck>
 
-  <wodle name="cis-cat">
-    <disabled>yes</disabled>
-    <timeout>1800</timeout>
-    <interval>1d</interval>
-    <scan-on-start>yes</scan-on-start>
-
-    <java_path>wodles/java</java_path>
-    <ciscat_path>wodles/ciscat</ciscat_path>
-  </wodle>
-
-  <!-- Osquery integration -->
-  <wodle name="osquery">
-    <disabled>yes</disabled>
-    <run_daemon>yes</run_daemon>
-    <log_path>/var/log/osquery/osqueryd.results.log</log_path>
-    <config_path>/etc/osquery/osquery.conf</config_path>
-    <add_labels>yes</add_labels>
-  </wodle>
-
   <!-- System inventory -->
   <wodle name="syscollector">
     <disabled>no</disabled>
@@ -81,9 +46,15 @@
     <packages>yes</packages>
     <ports all="yes">yes</ports>
     <processes>yes</processes>
+    <users>yes</users>
+    <groups>yes</groups>
+    <services>yes</services>
+    <browser_extensions>yes</browser_extensions>
 
     <!-- Database synchronization settings -->
     <synchronization>
+      <enabled>yes</enabled>
+      <interval>5m</interval>
       <max_eps>10</max_eps>
     </synchronization>
   </wodle>
@@ -92,7 +63,13 @@
     <enabled>yes</enabled>
     <scan_on_start>yes</scan_on_start>
     <interval>12h</interval>
-    <skip_nfs>yes</skip_nfs>
+
+    <!-- Database synchronization settings -->
+    <synchronization>
+      <enabled>yes</enabled>
+      <interval>5m</interval>
+      <max_eps>10</max_eps>
+    </synchronization>
   </sca>
 
   <vulnerability-detection>
@@ -124,8 +101,6 @@
     <!-- Frequency that syscheck is executed default every 12 hours -->
     <frequency>43200</frequency>
 
-    <scan_on_start>yes</scan_on_start>
-
     <!-- Generate alert when new file detected -->
     <alert_new_files>yes</alert_new_files>
 
@@ -165,13 +140,12 @@
     <process_priority>10</process_priority>
 
     <!-- Maximum output throughput -->
-    <max_eps>100</max_eps>
+    <max_eps>50</max_eps>
 
     <!-- Database synchronization settings -->
     <synchronization>
       <enabled>yes</enabled>
       <interval>5m</interval>
-      <max_interval>1h</max_interval>
       <max_eps>10</max_eps>
     </synchronization>
   </syscheck>
@@ -266,13 +240,6 @@
     <rule_dir>etc/rules</rule_dir>
   </ruleset>
 
-  <rule_test>
-    <enabled>yes</enabled>
-    <threads>1</threads>
-    <max_sessions>64</max_sessions>
-    <session_timeout>15m</session_timeout>
-  </rule_test>
-
   <!-- Configuration for wazuh-authd -->
   <auth>
     <disabled>no</disabled>
@@ -305,9 +272,19 @@
 </ossec_config>
 
 <ossec_config>
+  <localfile>
+    <log_format>journald</log_format>
+    <location>journald</location>
+  </localfile>
+
+  <localfile>
+    <log_format>audit</log_format>
+    <location>/var/log/audit/audit.log</location>
+  </localfile>
+
   <localfile>
     <log_format>syslog</log_format>
     <location>/var/ossec/logs/active-responses.log</location>
   </localfile>
 
-</ossec_config>
+</ossec_config>
\ No newline at end of file
diff --git a/multi-node/docker-compose.yml b/multi-node/docker-compose.yml
index d67c4eb9..ddf9c9ed 100644
--- a/multi-node/docker-compose.yml
+++ b/multi-node/docker-compose.yml
@@ -31,9 +31,7 @@ services:
       - master-wazuh-logs:/var/ossec/logs
       - master-wazuh-queue:/var/ossec/queue
       - master-wazuh-var-multigroups:/var/ossec/var/multigroups
-      - master-wazuh-integrations:/var/ossec/integrations
       - master-wazuh-active-response:/var/ossec/active-response/bin
-      - master-wazuh-agentless:/var/ossec/agentless
       - master-wazuh-wodles:/var/ossec/wodles
       - master-filebeat-etc:/etc/filebeat
       - master-filebeat-var:/var/lib/filebeat
@@ -67,9 +65,7 @@ services:
       - worker-wazuh-logs:/var/ossec/logs
       - worker-wazuh-queue:/var/ossec/queue
       - worker-wazuh-var-multigroups:/var/ossec/var/multigroups
-      - worker-wazuh-integrations:/var/ossec/integrations
       - worker-wazuh-active-response:/var/ossec/active-response/bin
-      - worker-wazuh-agentless:/var/ossec/agentless
       - worker-wazuh-wodles:/var/ossec/wodles
       - worker-filebeat-etc:/etc/filebeat
       - worker-filebeat-var:/var/lib/filebeat
@@ -198,9 +194,7 @@ volumes:
   master-wazuh-logs:
   master-wazuh-queue:
   master-wazuh-var-multigroups:
-  master-wazuh-integrations:
   master-wazuh-active-response:
-  master-wazuh-agentless:
   master-wazuh-wodles:
   master-filebeat-etc:
   master-filebeat-var:
@@ -209,9 +203,7 @@ volumes:
   worker-wazuh-logs:
   worker-wazuh-queue:
   worker-wazuh-var-multigroups:
-  worker-wazuh-integrations:
   worker-wazuh-active-response:
-  worker-wazuh-agentless:
   worker-wazuh-wodles:
   worker-filebeat-etc:
   worker-filebeat-var:
diff --git a/multi-node/volume-migrator.sh b/multi-node/volume-migrator.sh
index f11a1da6..21c3d255 100755
--- a/multi-node/volume-migrator.sh
+++ b/multi-node/volume-migrator.sh
@@ -46,24 +46,12 @@ docker volume create \
            --label com.docker.compose.volume=master-wazuh-var-multigroups \
            $2_master-wazuh-var-multigroups
 
-docker volume create \
-           --label com.docker.compose.project=$2 \
-           --label com.docker.compose.version=$1 \
-           --label com.docker.compose.volume=master-wazuh-integrations \
-           $2_master-wazuh-integrations
-
 docker volume create \
            --label com.docker.compose.project=$2 \
            --label com.docker.compose.version=$1 \
            --label com.docker.compose.volume=master-wazuh-active-response \
            $2_master-wazuh-active-response
 
-docker volume create \
-           --label com.docker.compose.project=$2 \
-           --label com.docker.compose.version=$1 \
-           --label com.docker.compose.volume=master-wazuh-agentless \
-           $2_master-wazuh-agentless
-
 docker volume create \
            --label com.docker.compose.project=$2 \
            --label com.docker.compose.version=$1 \
@@ -112,24 +100,12 @@ docker volume create \
            --label com.docker.compose.volume=worker-wazuh-var-multigroups \
            $2_worker-wazuh-var-multigroups
 
-docker volume create \
-           --label com.docker.compose.project=$2 \
-           --label com.docker.compose.version=$1 \
-           --label com.docker.compose.volume=worker-wazuh-integrations \
-           $2_worker-wazuh-integrations
-
 docker volume create \
            --label com.docker.compose.project=$2 \
            --label com.docker.compose.version=$1 \
            --label com.docker.compose.volume=worker-wazuh-active-response \
            $2_worker-wazuh-active-response
 
-docker volume create \
-           --label com.docker.compose.project=$2 \
-           --label com.docker.compose.version=$1 \
-           --label com.docker.compose.volume=worker-wazuh-agentless \
-           $2_worker-wazuh-agentless
-
 docker volume create \
            --label com.docker.compose.project=$2 \
            --label com.docker.compose.version=$1 \
@@ -193,21 +169,11 @@ docker container run --rm -it \
            -v $2_master-wazuh-var-multigroups:/to \
            alpine ash -c "cd /from ; cp -avp . /to"
 
-docker container run --rm -it \
-           -v wazuh-docker_ossec-integrations:/from \
-           -v $2_master-wazuh-integrations:/to \
-           alpine ash -c "cd /from ; cp -avp . /to"
-
 docker container run --rm -it \
            -v wazuh-docker_ossec-active-response:/from \
            -v $2_master-wazuh-active-response:/to \
            alpine ash -c "cd /from ; cp -avp . /to"
 
-docker container run --rm -it \
-           -v wazuh-docker_ossec-agentless:/from \
-           -v $2_master-wazuh-agentless:/to \
-           alpine ash -c "cd /from ; cp -avp . /to"
-
 docker container run --rm -it \
            -v wazuh-docker_ossec-wodles:/from \
            -v $2_master-wazuh-wodles:/to \
@@ -248,21 +214,11 @@ docker container run --rm -it \
            -v $2_worker-wazuh-var-multigroups:/to \
            alpine ash -c "cd /from ; cp -avp . /to"
 
-docker container run --rm -it \
-           -v wazuh-docker_worker-ossec-integrations:/from \
-           -v $2_worker-wazuh-integrations:/to \
-           alpine ash -c "cd /from ; cp -avp . /to"
-
 docker container run --rm -it \
            -v wazuh-docker_worker-ossec-active-response:/from \
            -v $2_worker-wazuh-active-response:/to \
            alpine ash -c "cd /from ; cp -avp . /to"
 
-docker container run --rm -it \
-           -v wazuh-docker_worker-ossec-agentless:/from \
-           -v $2_worker-wazuh-agentless:/to \
-           alpine ash -c "cd /from ; cp -avp . /to"
-
 docker container run --rm -it \
            -v wazuh-docker_worker-ossec-wodles:/from \
            -v $2_worker-wazuh-wodles:/to \
diff --git a/single-node/config/wazuh_cluster/wazuh_manager.conf b/single-node/config/wazuh_cluster/wazuh_manager.conf
index c5f16dd9..4f00c24d 100644
--- a/single-node/config/wazuh_cluster/wazuh_manager.conf
+++ b/single-node/config/wazuh_cluster/wazuh_manager.conf
@@ -1,24 +1,10 @@
 <ossec_config>
   <global>
-    <jsonout_output>yes</jsonout_output>
-    <alerts_log>yes</alerts_log>
-    <logall>no</logall>
-    <logall_json>no</logall_json>
-    <email_notification>no</email_notification>
-    <smtp_server>smtp.example.wazuh.com</smtp_server>
-    <email_from>wazuh@example.wazuh.com</email_from>
-    <email_to>recipient@example.wazuh.com</email_to>
-    <email_maxperhour>12</email_maxperhour>
-    <email_log_source>alerts.log</email_log_source>
-    <agents_disconnection_time>10m</agents_disconnection_time>
+    <agents_disconnection_time>15m</agents_disconnection_time>
     <agents_disconnection_alert_time>0</agents_disconnection_alert_time>
+    <update_check>yes</update_check>
   </global>
 
-  <alerts>
-    <log_alert_level>3</log_alert_level>
-    <email_alert_level>12</email_alert_level>
-  </alerts>
-
   <!-- Choose between "plain", "json", or "plain,json" for the format of internal logs -->
   <logging>
     <log_format>plain</log_format>
@@ -34,8 +20,6 @@
   <!-- Policy monitoring -->
   <rootcheck>
     <disabled>no</disabled>
-    <check_files>yes</check_files>
-    <check_trojans>yes</check_trojans>
     <check_dev>yes</check_dev>
     <check_sys>yes</check_sys>
     <check_pids>yes</check_pids>
@@ -45,31 +29,12 @@
     <!-- Frequency that rootcheck is executed - every 12 hours -->
     <frequency>43200</frequency>
 
-    <rootkit_files>etc/rootcheck/rootkit_files.txt</rootkit_files>
-    <rootkit_trojans>etc/rootcheck/rootkit_trojans.txt</rootkit_trojans>
-
     <skip_nfs>yes</skip_nfs>
+
+    <ignore>/var/lib/containerd</ignore>
+    <ignore>/var/lib/docker/overlay2</ignore>
   </rootcheck>
 
-  <wodle name="cis-cat">
-    <disabled>yes</disabled>
-    <timeout>1800</timeout>
-    <interval>1d</interval>
-    <scan-on-start>yes</scan-on-start>
-
-    <java_path>wodles/java</java_path>
-    <ciscat_path>wodles/ciscat</ciscat_path>
-  </wodle>
-
-  <!-- Osquery integration -->
-  <wodle name="osquery">
-    <disabled>yes</disabled>
-    <run_daemon>yes</run_daemon>
-    <log_path>/var/log/osquery/osqueryd.results.log</log_path>
-    <config_path>/etc/osquery/osquery.conf</config_path>
-    <add_labels>yes</add_labels>
-  </wodle>
-
   <!-- System inventory -->
   <wodle name="syscollector">
     <disabled>no</disabled>
@@ -81,9 +46,15 @@
     <packages>yes</packages>
     <ports all="yes">yes</ports>
     <processes>yes</processes>
+    <users>yes</users>
+    <groups>yes</groups>
+    <services>yes</services>
+    <browser_extensions>yes</browser_extensions>
 
     <!-- Database synchronization settings -->
     <synchronization>
+      <enabled>yes</enabled>
+      <interval>5m</interval>
       <max_eps>10</max_eps>
     </synchronization>
   </wodle>
@@ -92,7 +63,13 @@
     <enabled>yes</enabled>
     <scan_on_start>yes</scan_on_start>
     <interval>12h</interval>
-    <skip_nfs>yes</skip_nfs>
+
+    <!-- Database synchronization settings -->
+    <synchronization>
+      <enabled>yes</enabled>
+      <interval>5m</interval>
+      <max_eps>10</max_eps>
+    </synchronization>
   </sca>
 
   <vulnerability-detection>
@@ -122,8 +99,6 @@
     <!-- Frequency that syscheck is executed default every 12 hours -->
     <frequency>43200</frequency>
 
-    <scan_on_start>yes</scan_on_start>
-
     <!-- Generate alert when new file detected -->
     <alert_new_files>yes</alert_new_files>
 
@@ -163,13 +138,12 @@
     <process_priority>10</process_priority>
 
     <!-- Maximum output throughput -->
-    <max_eps>100</max_eps>
+    <max_eps>50</max_eps>
 
     <!-- Database synchronization settings -->
     <synchronization>
       <enabled>yes</enabled>
       <interval>5m</interval>
-      <max_interval>1h</max_interval>
       <max_eps>10</max_eps>
     </synchronization>
   </syscheck>
@@ -264,13 +238,6 @@
     <rule_dir>etc/rules</rule_dir>
   </ruleset>
 
-  <rule_test>
-    <enabled>yes</enabled>
-    <threads>1</threads>
-    <max_sessions>64</max_sessions>
-    <session_timeout>15m</session_timeout>
-  </rule_test>
-
   <!-- Configuration for wazuh-authd -->
   <auth>
     <disabled>no</disabled>
@@ -303,9 +270,19 @@
 </ossec_config>
 
 <ossec_config>
+  <localfile>
+    <log_format>journald</log_format>
+    <location>journald</location>
+  </localfile>
+
+  <localfile>
+    <log_format>audit</log_format>
+    <location>/var/log/audit/audit.log</location>
+  </localfile>
+
   <localfile>
     <log_format>syslog</log_format>
     <location>/var/ossec/logs/active-responses.log</location>
   </localfile>
 
-</ossec_config>
+</ossec_config>
\ No newline at end of file
diff --git a/single-node/docker-compose.yml b/single-node/docker-compose.yml
index 8ad1c4a2..365ab29b 100644
--- a/single-node/docker-compose.yml
+++ b/single-node/docker-compose.yml
@@ -32,9 +32,7 @@ services:
       - wazuh_logs:/var/ossec/logs
       - wazuh_queue:/var/ossec/queue
       - wazuh_var_multigroups:/var/ossec/var/multigroups
-      - wazuh_integrations:/var/ossec/integrations
       - wazuh_active_response:/var/ossec/active-response/bin
-      - wazuh_agentless:/var/ossec/agentless
       - wazuh_wodles:/var/ossec/wodles
       - filebeat_etc:/etc/filebeat
       - filebeat_var:/var/lib/filebeat
@@ -102,9 +100,7 @@ volumes:
   wazuh_logs:
   wazuh_queue:
   wazuh_var_multigroups:
-  wazuh_integrations:
   wazuh_active_response:
-  wazuh_agentless:
   wazuh_wodles:
   filebeat_etc:
   filebeat_var: