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+This is **exactly** the kind of tactical, network-focused Jinja2 guide I wish I had when I started automating configs. Let’s sharpen it further with battle-tested patterns and CLI-ready examples. Here’s your playbook:
+
+---
+
+### **1. Immediate Wins: Stop Hand-Editing Configs**
+#### **A. Interface Templating (Multi-Vendor)**
+**Problem:** Vendor-specific syntax for the same logical interface.  
+**Solution:** One YAML → Cisco/Juniper/Arista templates.
+
+**`vars/interface.yml`**
+```yaml
+interfaces:
+  - name: Eth1/1
+    description: "Server Farm Uplink"
+    mode: trunk
+    vlans: [100, 200]
+    mtu: 9214
+```
+
+**`templates/cisco_interface.j2`**
+```jinja
+interface {{ interface.name }}
+ description {{ interface.description }}
+ {% if interface.mode == 'trunk' %}
+ switchport mode trunk
+ switchport trunk allowed vlan {{ interface.vlans | join(',') }}
+ {% endif %}
+ mtu {{ interface.mtu }}
+```
+
+**`templates/juniper_interface.j2`**
+```jinja
+interfaces {
+    {{ interface.name | replace('Eth','ge-') }} {
+        description "{{ interface.description }}";
+        {% if interface.mode == 'trunk' %}
+        unit 0 {
+            family ethernet-switching {
+                vlan members [ {{ interface.vlans | join(' ') }} ];
+            }
+        }
+        {% endif %}
+        mtu {{ interface.mtu }};
+    }
+}
+```
+
+**Render Both:**
+```bash
+# Cisco
+jinja2 templates/cisco_interface.j2 vars/interface.yml
+# Juniper
+jinja2 templates/juniper_interface.j2 vars/interface.yml
+```
+
+---
+
+#### **B. BGP Config Generation (With Error-Prone Logic)**
+**Problem:** Complex BGP configs with neighbor policies.  
+**Solution:** Template + YAML with validation.
+
+**`vars/bgp.yml`**
+```yaml
+bgp:
+  asn: 65001
+  neighbors:
+    - ip: 10.0.0.2
+      remote_as: 65002
+      policies: [ "PREVENT_LEAK" ]
+    - ip: 192.168.1.1
+      remote_as: 65123
+      policies: [ "CUSTOMER_ROUTES" ]
+```
+
+**`templates/bgp.j2`**
+```jinja
+router bgp {{ bgp.asn }}
+  {% for neighbor in bgp.neighbors %}
+  neighbor {{ neighbor.ip }} remote-as {{ neighbor.remote_as }}
+  {% if "PREVENT_LEAK" in neighbor.policies %}
+  neighbor {{ neighbor.ip }} route-map BLOCK_DEFAULT in
+  {% endif %}
+  {% endfor %}
+```
+
+**Key Trick:** Use `| selectattr` to filter neighbors:
+```jinja
+{% for neighbor in bgp.neighbors | selectattr("policies", "contains", "CUSTOMER_ROUTES") %}
+...customer-specific config...
+{% endfor %}
+```
+
+---
+
+### **2. Advanced: Network-as-Code Patterns**
+#### **A. Generate Device-Specific Configs from NetBox API**
+**Problem:** NetBox has device data, but CLI configs are manual.  
+**Solution:** Fetch NetBox data → Jinja2.
+
+**`fetch_netbox_data.py`**
+```python
+import requests
+import json
+
+devices = requests.get("https://netbox/api/dcim/devices/").json()
+with open('vars/netbox_devices.yml', 'w') as f:
+    json.dump(devices, f)
+```
+
+**`templates/netbox_cisco.j2`**
+```jinja
+hostname {{ device.name }}
+{% for iface in device.interfaces %}
+interface {{ iface.name }}
+ description {{ iface.description }}
+{% endfor %}
+```
+
+**Render All Devices:**
+```bash
+python fetch_netbox_data.py
+jinja2 templates/netbox_cisco.j2 vars/netbox_devices.yml
+```
+
+---
+
+#### **B. Auto-Generate Port-Channel Configs (LACP)**
+**Problem:** Port-channel members change frequently.  
+**Solution:** Dynamic YAML + template.
+
+**`vars/portchannel.yml`**
+```yaml
+portchannel:
+  id: 10
+  members: [ "Eth1/1", "Eth1/2" ]
+  mode: "active"
+  vlan: 100
+```
+
+**`templates/portchannel.j2`**
+```jinja
+interface Port-channel{{ portchannel.id }}
+  channel-group {{ portchannel.id }} mode {{ portchannel.mode }}
+  switchport access vlan {{ portchannel.vlan }}
+
+{% for member in portchannel.members %}
+interface {{ member }}
+  channel-group {{ portchannel.id }} mode {{ portchannel.mode }}
+{% endfor %}
+```
+
+---
+
+### **3. Pro Tooling: Network-Specific Tricks**
+#### **A. Ansible + Jinja2 for Zero-Touch Deployment**
+**`ansible_playbook.yml`**
+```yaml
+- name: Push Interface Configs
+  hosts: switches
+  tasks:
+    - name: Generate Config
+      template:
+        src: templates/cisco_interface.j2
+        dest: /tmp/{{ inventory_hostname }}.cfg
+    - name: Deploy Config
+      cisco.ios.ios_config:
+        src: /tmp/{{ inventory_hostname }}.cfg
+```
+
+#### **B. Validate Configs Before Deployment**
+```bash
+# Check for missing variables
+jinja2 --format vars:yaml templates/interface.j2 vars/device.yml
+
+# Dry-run with Ansible
+ansible-playbook playbook.yml --check
+```
+
+#### **C. Secret Management (Ansible Vault)**
+```yaml
+# Encrypted vars.yml
+ansible-vault encrypt vars/secrets.yml
+```
+
+**Template:**
+```jinja
+username {{ vaulted_username }}
+password {{ vaulted_password }}
+```
+
+---
+
+### **4. Your Battle Plan**
+1. **Start Tonight:**  
+   - Pick 1 repetitive config (VLANs/ACLs) → template it.  
+   - Render with `jinja2-cli` locally.
+
+2. **Next Week:**  
+   - Integrate with NetBox/Python to auto-generate configs.  
+   - Use Ansible to push to devices.
+
+3. **Go Pro:**  
+   - Build a GitLab pipeline that auto-generates configs on NetBox changes.  
+
+**Example Repo Structure:**
+```
+network-automation/
+├── templates/       # .j2 files
+├── vars/            # .yml device vars
+├── scripts/         # Python/Ansible helpers
+└── outputs/         # Rendered configs
+```
+
+**Key Takeaway:** Jinja2 turns network configs from **manual CLI work** into **version-controlled code**. The more you template now, the more time you save later.
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