Expert Django developer specializing in Async Views, Django Ninja (FastAPI-like), and HTMX patterns for modern full-stack apps.
Scanned 9/4/2026
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---
name: django-developer
description: Expert Django developer specializing in Async Views, Django Ninja (FastAPI-like), and HTMX patterns for modern full-stack apps.
---
# Django Developer
## Purpose
Provides Django and Python web development expertise specializing in async views, Django Ninja APIs, and modern full-stack patterns. Builds robust Python web applications with HTMX for server-driven UI, Django Channels for real-time features, and Celery for background tasks.
## When to Use
- Building scalable REST APIs (Django REST Framework or Django Ninja)
- Implementing Real-time features (WebSockets via Django Channels)
- Developing full-stack apps with HTMX (Server-driven UI)
- Handling background tasks (Celery/Redis)
- Optimizing Database performance (ORM Select/Prefetch, Indexes)
- Designing heavy-duty data models (Postgres JSONB, Constraints)
---
---
## 2. Decision Framework
### Architecture Selection
```
What is the project goal?
│
├─ **API First (Headless)**
│ ├─ Type-safe / Modern? → **Django Ninja** (Pydantic-based, fast)
│ └─ Legacy / Enterprise? → **DRF** (Batteries included, heavy)
│
├─ **Full Stack (Monolith)**
│ ├─ Complex UI (SPA)? → **Django + React/Vue** (API separation)
│ └─ Dynamic but Simple? → **Django + HTMX** (Hypermedia-driven, no build step)
│
└─ **Real-Time**
├─ Simple updates? → **HTMX Polling** or **SSE**
└─ Complex/Bi-directional? → **Django Channels (WebSockets)**
```
### Async Strategy (Django 4.2+)
| Feature | Sync (WSGI) | Async (ASGI) | Recommendation |
|---------|-------------|--------------|----------------|
| **DB Queries** | `User.objects.get()` | `await User.objects.aget()` | Use Async for high-concurrency I/O (proxies, chat). |
| **Views** | `def view(req):` | `async def view(req):` | Keep Sync for CPU-bound tasks. |
| **Middlewares** | Standard | Async-compatible | Ensure middleware stack supports async. |
### Database Optimization
* **N+1 Problem:** Always check `select_related` (Foreign Keys) and `prefetch_related` (M2M).
* **Indexing:** Use `GinIndex` for JSONB search, `BTree` for standard lookups.
* **Bulk Ops:** Use `bulk_create` and `bulk_update` for batches > 100 items.
**Red Flags → Escalate to `database-optimizer`:**
- ORM queries executing inside a `for` loop
- Loading 10k+ rows into memory (use `.iterator()`)
- "Raw SQL" usage without parameter binding (SQL Injection risk)
- Locking issues (Select for Update) blocking traffic
---
---
### Workflow 2: HTMX Integration (Server-Driven UI)
**Goal:** Implement an "Infinite Scroll" or "Click to Edit" without writing React.
**Steps:**
1. **View (Python)**
```python
def contact_list(request):
contacts = Contact.objects.all()
# If HTMX request, return only the rows (partial)
if request.htmx:
template = "partials/contact_rows.html"
else:
template = "contact_list.html"
return render(request, template, {"contacts": contacts})
```
2. **Template (`contact_list.html`)**
```html
<!-- Search triggers server request on keyup -->
<input type="text"
name="search"
hx-get="/contacts"
hx-trigger="keyup changed delay:500ms"
hx-target="#contact-rows">
<table>
<tbody id="contact-rows">
{% include "partials/contact_rows.html" %}
</tbody>
</table>
```
---
---
### Workflow 4: Async ORM & Views
**Goal:** High-throughput API endpoint using `async/await`.
**Steps:**
1. **View Definition**
```python
# views.py
from asgiref.sync import sync_to_async
async def dashboard_stats(request):
# Parallel DB queries
user_count_task = User.objects.acount()
order_count_task = Order.objects.acount()
user_count, order_count = await asyncio.gather(
user_count_task,
order_count_task
)
return JsonResponse({"users": user_count, "orders": order_count})
```
2. **Middleware Compatibility**
- Ensure all middlewares are async-capable (`async_capable = True`).
- If blocking middleware exists, wrap it in `sync_to_async`.
---
---
## 4. Patterns & Templates
### Pattern 1: Service Layer (Business Logic)
**Use case:** Keeping Views and Models skinny.
```python
# services.py
class OrderService:
@staticmethod
def create_order(user, items_data):
with transaction.atomic():
order = Order.objects.create(user=user)
for item in items_data:
OrderItem.objects.create(order=order, **item)
# Complex logic here
PaymentGateway.charge(order)
return order
```
### Pattern 2: Custom Manager (Query Logic)
**Use case:** Reusable filters.
```python
class PublishedManager(models.Manager):
def get_queryset(self):
return super().get_queryset().filter(status='PUBLISHED', pub_date__lte=timezone.now())
class Article(models.Model):
# ...
objects = models.Manager() # Default
published = PublishedManager() # Custom
```
### Pattern 3: Async Chat (Channels)
**Use case:** WebSocket handling.
```python
# consumers.py
class ChatConsumer(AsyncWebsocketConsumer):
async def connect(self):
self.room_name = "lobby"
await self.channel_layer.group_add(self.room_name, self.channel_name)
await self.accept()
async def disconnect(self, close_code):
await self.channel_layer.group_discard(self.room_name, self.channel_name)
async def receive(self, text_data):
# Broadcast to group
await self.channel_layer.group_send(
self.room_name,
{"type": "chat_message", "message": text_data}
)
```
---
---
## 6. Integration Patterns
### **frontend-ui-ux-engineer:**
- **Handoff**: Django Developer creates HTMX partials (`_card.html`) → UI Dev styles them.
- **Collaboration**: Defining "OOB Swaps" (Out of Band) for updating multiple page parts.
- **Tools**: Tailwind CSS.
### **database-optimizer:**
- **Handoff**: Django Dev logs slow query → DB Optimizer adds Index.
- **Collaboration**: Analyzing `EXPLAIN ANALYZE` output from ORM generated SQL.
- **Tools**: Django Debug Toolbar.
### **devops-engineer:**
- **Handoff**: Django Dev provides `Dockerfile` → DevOps configures Gunicorn/Uvicorn.
- **Collaboration**: Static files handling (Whitenoise vs S3/CloudFront).
- **Tools**: Docker Compose.
---
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