diff --git a/deno/playbook.yaml b/deno/playbook.yaml
index a62ba1d..6d3868b 100644
--- a/deno/playbook.yaml
+++ b/deno/playbook.yaml
@@ -61,6 +61,15 @@
         name: sourcemap
         executable: pip3
         state: present
+      when: ansible_facts['distribution_major_version'] | int < 22
+
+    - name: Install pyodbc
+      apt:
+        pkg:
+        - python3-pyodbc
+        state: present
+        update_cache: true
+      when: ansible_facts['distribution_major_version'] | int >= 22
     
     - name: Install requests
       become: true
@@ -68,3 +77,12 @@
         name: requests
         executable: pip3
         state: present
+      when: ansible_facts['distribution_major_version'] | int < 22
+
+    - name: Install requests
+      apt:
+        pkg:
+        - python3-requests
+        state: present
+        update_cache: true
+      when: ansible_facts['distribution_major_version'] | int >= 22
diff --git a/helper_mssql/playbook.yaml b/helper_mssql/playbook.yaml
index ee9a90e..68adc42 100644
--- a/helper_mssql/playbook.yaml
+++ b/helper_mssql/playbook.yaml
@@ -29,6 +29,15 @@
       become_user: codio
       pip:
         name: pyodbc
+      when: ansible_facts['distribution_major_version'] | int < 22
+
+    - name: Install pyodbc
+      apt:
+        pkg:
+        - python3-pyodbc
+        state: present
+        update_cache: true
+      when: ansible_facts['distribution_major_version'] | int >= 22
 
     - name: Creates directory
       become_user: codio
diff --git a/helper_mysql/playbook.yaml b/helper_mysql/playbook.yaml
index 30a59f1..0866c4d 100644
--- a/helper_mysql/playbook.yaml
+++ b/helper_mysql/playbook.yaml
@@ -25,7 +25,16 @@
     - name: Install mysql-connector-python
       become_user: codio
       pip:
-        name: mysql-connector-python==8.2.0
+        name: mysql-connector-python==26.7.0
+      when: ansible_facts['distribution_major_version'] | int < 22
+
+    - name: Install mysql-connector-python
+      apt:
+        pkg:
+        - python3-mysql.connector
+        state: present
+        update_cache: true
+      when: ansible_facts['distribution_major_version'] | int >= 22
 
     - name: Creates directory
       become_user: codio
diff --git a/helper_postgres/playbook.yaml b/helper_postgres/playbook.yaml
index e5f3702..87dd673 100644
--- a/helper_postgres/playbook.yaml
+++ b/helper_postgres/playbook.yaml
@@ -33,6 +33,15 @@
       become_user: codio
       pip:
         name: psycopg2
+      when: ansible_facts['distribution_major_version'] | int < 22
+
+    - name: Install psycopg2
+      apt:
+        pkg:
+        - python3-psycopg2
+        state: present
+        update_cache: true
+      when: ansible_facts['distribution_major_version'] | int >= 22
 
     - name: Creates directory
       become_user: codio
diff --git a/python-lsp/playbook.yaml b/python-lsp/playbook.yaml
index cdaf75d..2b6c181 100644
--- a/python-lsp/playbook.yaml
+++ b/python-lsp/playbook.yaml
@@ -26,8 +26,19 @@
         update_cache: true
       when: ansible_facts['distribution_major_version'] | int >= 22
     - name: install python-language-server for ubuntu >= 22
-      pip: name=python-language-server version=0.36.2
+      apt:
+        name: python3-pylsp
+        state: present
+        update_cache: true
       when: ansible_facts['distribution_major_version'] | int >= 22
 
     - name: install pycodestyle
       pip: name=pycodestyle
+      when: ansible_facts['distribution_major_version'] | int < 22
+
+    - name: install pycodestyle for ubuntu >= 22
+      apt:
+        name: pycodestyle
+        state: present
+        update_cache: true
+      when: ansible_facts['distribution_major_version'] | int >= 22
diff --git a/python2/playbook.yaml b/python2/playbook.yaml
index 1dd1994..9341af8 100644
--- a/python2/playbook.yaml
+++ b/python2/playbook.yaml
@@ -3,6 +3,11 @@
   become: yes
   become_user: root
   tasks:
+    - name: Fail if running on Ubuntu > 22.04
+      fail:
+        msg: "These tasks should only be run on Ubuntu 22.04 or earlier"
+      when: ansible_distribution != "Ubuntu" or ansible_distribution_version is version('22.04', '>')
+
     - apt: name=python state=present
     - apt: name=python-dev state=present
     - apt: name=python-pip state=present
diff --git a/r-studio/playbook.yaml b/r-studio/playbook.yaml
index e197efa..6bf3eef 100644
--- a/r-studio/playbook.yaml
+++ b/r-studio/playbook.yaml
@@ -3,10 +3,10 @@
   become: yes
   become_user: root
   tasks:
-    - name: Fail if not running on Ubuntu 22.04
+    - name: Fail if running on Ubuntu < 22.04
       fail:
-        msg: "These tasks should only be run on Ubuntu 22.04"
-      when: ansible_distribution != "Ubuntu" or ansible_distribution_version != "22.04"
+        msg: "These tasks should only be run on Ubuntu 22.04 or later"
+      when: ansible_distribution != "Ubuntu" or ansible_distribution_version is version('22.04', '<')
 
     - name: Install essential packages
       ansible.builtin.apt: