05 Jun 2026
Django community aggregator: Community blog posts
Browser Push Notifications for a Django Website

For DjangoTricks, and some other websites, I intentionally didn't set email notifications when a feedback message arrived - I didn't want to pay for an email server or spam my inbox. While checking the messages in the database from time to time, sometimes I found out about them too late.
Last weekend, I decided to implement Web Push notifications to get notified about the feedback in my OS, just like in this example:

This tutorial walks through adding Web Push notifications to a Django project from scratch. When a visitor submits a feedback form the site owner receives a native browser notification - even if the admin tab is closed - thanks to a service worker and a Huey background task.
How it works
Push Notifications work in such a way: at first, people who want to get notifications need to subscribe to the notifications in their browser. The subscribers are stored on the push notification servers and also their identifiers are stored in Django website database. Whenever we need to send the messages to those subscribers, we send them to push notification server that passes the message to all subscribers if their browsers are open at the moment. If the browsers are closed at that moment, the message's TTL (time to live) in seconds set long enough, and the message is not expired yet, they will get the message later.
The push service depends on the browser:
- Chrome - Google's FCM (Firebase Cloud Messaging) -
fcm.googleapis.com - Firefox - Mozilla Autopush -
updates.push.services.mozilla.com - Safari - Apple Push Notification Service (APNs)

The two standard Web Push prerequisites are a VAPID key pair (identifies your server to the push service) and a service worker (a background JS script that receives the push and shows the notification even when the tab is closed).
The workflow would be as follows:
- I as a superuser visit the Django administration page that has sw.js file with a service worker and a JavaScript to subscribe to notidications.
- JavaScript request Notification permission. I accept it.
- JS calls
pushManager.subscribe()with the VAPID public key. - JS POSTs the subscription to
/notifications/push/subscribe/. - Django stores it in PushSubscription model.
Visitor submits feedback form
- A view saves
FeedbackMessageto the database. transaction.on_commitqueues a Huey task.- Huey task calls
pywebpush- browser's push service (FCM / Mozilla). - Push service wakes the service worker.
- Service worker shows a native OS notification.
- Clicking it opens the Django admin change page.
Prerequisites
- Django project using Huey for background tasks
- Python virtual environment
Install two dependencies:
(.venv)$ pip install pywebpush py-vapid
pywebpushis the library to communicate with the Push Notification server.py-vapidwill only be needed once to generate keys.
You'll need HTTPS to test the Web Push notifications if your host is not 127.0.0.1. If you use a custom domain in your /etc/hosts, such as djangotricks.localhost, you will also need to set up HTTPS with mkcert.
Step 1. The Feedback App
Create feedback app with FeedbackMessage model that will store submitted feedback messages:
# myproject/apps/feedback/models.py
from django.conf import settings
from django.db import models
from django.utils.translation import gettext_lazy as _
class FeedbackMessage(models.Model):
created_at = models.DateTimeField(_("Created at"), auto_now_add=True)
submitter_name = models.CharField(_("Submitter name"), max_length=200)
submitter_email = models.EmailField(_("Submitter email")
content = models.TextField(_("Content")
class Meta:
verbose_name = _("Feedback Message")
verbose_name_plural = _("Feedback Messages")
ordering = ("-created_at",)
def __str__(self):
return _("Feedback message from {}").format(self.submitter_name)
Create the form:
# myproject/apps/feedback/forms.py
from django import forms
from django.utils.translation import gettext_lazy as _
from .models import FeedbackMessage
class FeedbackMessageForm(forms.ModelForm):
class Meta:
model = FeedbackMessage
fields = [
"content",
"submitter_name",
"submitter_email",
]
widgets = {
"content": forms.Textarea(
attrs={
"rows": 5,
"placeholder": _("Your message")
}
),
}
labels = {
"submitter_name": _("Your name"),
"submitter_email": _("Your email"),
}
Create a view to handle that form:
# myproject/apps/feedback/views.py
from django.db import transaction
from django.shortcuts import render, redirect
from django.urls import reverse
from .forms import FeedbackMessageForm
from .tasks import send_feedback_push_notification
def feedback_form(request):
if request.method == "POST":
form = FeedbackMessageForm(data=request.POST)
if form.is_valid():
message = form.save(commit=False)
if request.user.is_authenticated:
message.user = request.user
message.save()
transaction.on_commit(
lambda: send_feedback_push_notification(message.pk)
)
return redirect(reverse("feedback:complete"))
else:
form = FeedbackMessageForm()
return render(request, "feedback/form.html", {"form": form})
def feedback_complete(request):
return render(request, "feedback/complete.html")
Create the app config, migrations, templates, URLs, and Django administration for it.
Step 2. VAPID keys
Generate the key pair once. These stay on the server and are never committed to version control.
(.venv)$ vapid --gen
(.venv)$ vapid --applicationServerKey --private-key private_key.pem
--gen writes private_key.pem and public_key.pem to the current directory.
The private_key.pem file will contain the key like:
-----BEGIN PRIVATE KEY-----
<Multiline private key data>
-----END PRIVATE KEY-----
--applicationServerKey prints the base64url-encoded public key the browser needs, such as:
Application Server Key = <Public key data as base64url>
For the secrets.json or .env file where you store your secrets, you will need the content of <Private key data with newlines removed> and <Public key data as base64url>.
{
...
"VAPID_PRIVATE_KEY": "<Private key data with newlines removed>",
"VAPID_PUBLIC_KEY": "<Public key data as base64url>"
}
Don't commit the *.pem files or the secrets to the Git repo!
Step 3. Django settings
# myproject/settings.py
### WEB PUSH ###
VAPID_PRIVATE_KEY = get_secret("VAPID_PRIVATE_KEY")
VAPID_PUBLIC_KEY = get_secret("VAPID_PUBLIC_KEY")
VAPID_ADMIN_EMAIL = "admin@mydomain.com"
Step 4. The Notifications App
Create notifications app with the PushSubscription model to track the Push notification subscribers:
# myproject/apps/notifications/models.py
from django.conf import settings
from django.db import models
from django.utils.translation import gettext_lazy as _
class PushSubscription(models.Model):
"""One browser push subscription for one device."""
created_at = models.DateTimeField(_("Created at"), auto_now_add=True)
user = models.ForeignKey(
_("User"),
settings.AUTH_USER_MODEL,
on_delete=models.CASCADE,
related_name="push_subscriptions",
)
endpoint = models.TextField(_("Endpoint"), unique=True)
p256dh = models.TextField(_("Browser ECDH public key"))
auth = models.TextField(_("16-byte auth secret"))
class Meta:
verbose_name = _("Push Subscription")
verbose_name_plural = _("Push Subscriptions")
ordering = ("-created_at",)
def __str__(self):
return f"{self.user} - {self.endpoint[:60]}"
Create app configuration, migrations, and Django administration for it.
Step 5. Subscribe / unsubscribe views
Create the views that will be called after the user subscribes or unsubscribes to Push notifications. Also a view for the service worker sw.js:
# myproject/apps/notifications/views.py
import json
from django.contrib.auth.decorators import login_required
from django.contrib.staticfiles import finders
from django.http import HttpResponse, JsonResponse
from django.views.decorators.http import require_POST
from .models import PushSubscription
@login_required
@require_POST
def push_subscribe(request):
try:
data = json.loads(request.body)
endpoint = data["endpoint"]
p256dh = data["keys"]["p256dh"]
auth = data["keys"]["auth"]
except (KeyError, json.JSONDecodeError):
return JsonResponse({"error": "Invalid subscription data"}, status=400)
PushSubscription.objects.update_or_create(
endpoint=endpoint,
defaults={"user": request.user, "p256dh": p256dh, "auth": auth},
)
return JsonResponse({"status": "subscribed"})
@login_required
@require_POST
def push_unsubscribe(request):
try:
endpoint = json.loads(request.body)["endpoint"]
except (KeyError, json.JSONDecodeError):
return JsonResponse(
{"error": "Invalid data"},
status=400
)
PushSubscription.objects.filter(
user=request.user,
endpoint=endpoint,
).delete()
return JsonResponse({"status": "unsubscribed"})
def service_worker(request):
"""Serve sw-feedback.js as sw.js at the admin root"""
path = finders.find("admin/js/sw-feedback.js")
with open(path) as fh:
content = fh.read()
return HttpResponse(
content,
content_type="application/javascript"
)
Step 6. Wire URLs into myproject/urls.py
Plug the notification views into URLs:
# myproject/apps/notifications/urls.py
from django.urls import path
from . import views
app_name = "notifications"
urlpatterns = [
path("push/subscribe/", views.push_subscribe, name="push_subscribe"),
path("push/unsubscribe/", views.push_unsubscribe, name="push_unsubscribe"),
]
The service worker URL must be mounted at the same prefix as ADMIN_URL so its scope covers the admin. Add both patterns before the admin.site.urls line:
# myproject/urls.py
from notifications import views as notifications_views
urlpatterns = [
# ...
path(
f"{settings.ADMIN_URL}sw.js",
notifications_views.service_worker,
name="admin_service_worker",
),
path(
"notifications/",
include("notifications.urls", namespace="notifications"),
),
path(settings.ADMIN_URL, admin.site.urls),
# ...
]
Step 7. Service worker JavaScript
Save as myproject/static/admin/js/sw-feedback.js:
self.addEventListener("push", function (event) {
const data = event.data ? event.data.json() : {};
const title = data.title || "New feedback message";
const options = {
body: data.body || "",
icon: "/static/admin/img/icon-yes.svg",
data: { url: data.url || "/" },
};
event.waitUntil(
self.registration.showNotification(title, options)
);
});
self.addEventListener("notificationclick", function (event) {
event.notification.close();
event.waitUntil(
clients.openWindow(event.notification.data.url)
);
});
Step 8. Admin subscription JavaScript
Save as myproject/static/admin/js/push-subscribe.js:
(function () {
"use strict";
// Injected by the Django template override in Part 9.
const VAPID_PUBLIC_KEY = window.VAPID_PUBLIC_KEY;
const SUBSCRIBE_URL = window.PUSH_SUBSCRIBE_URL;
const UNSUBSCRIBE_URL = window.PUSH_UNSUBSCRIBE_URL;
const ADMIN_URL = window.ADMIN_URL;
// Tracks the endpoint last registered on the server so we can delete it even
// when the browser subscription has already been silently revoked (e.g. user
// cleared site data or the push subscription expired without blocking).
const STORAGE_KEY = "pushSubscriptionEndpoint";
// Read the CSRF token from the hidden input injected by {% csrf_token %}.
// Do not use the cookie: this project has CSRF_USE_SESSIONS = True.
const CSRF_TOKEN = document.querySelector("[name=csrfmiddlewaretoken]")?.value || "";
function urlBase64ToUint8Array(base64String) {
const padding = "=".repeat((4 - (base64String.length % 4)) % 4);
const base64 = (base64String + padding).replace(/-/g, "+").replace(/_/g, "/");
const rawData = atob(base64);
return Uint8Array.from([...rawData].map((c) => c.charCodeAt(0)));
}
function post(url, body) {
return fetch(url, {
method: "POST",
headers: { "Content-Type": "application/json", "X-CSRFToken": CSRF_TOKEN },
body: JSON.stringify(body),
});
}
async function syncSubscription() {
if (!VAPID_PUBLIC_KEY) return;
if (!("serviceWorker" in navigator) || !("PushManager" in window)) return;
const registration = await navigator.serviceWorker.register(
"/" + ADMIN_URL + "sw.js",
{ scope: "/" + ADMIN_URL }
);
await navigator.serviceWorker.ready;
const storedEndpoint = localStorage.getItem(STORAGE_KEY);
const existing = await registration.pushManager.getSubscription();
// The browser subscription was revoked (user blocked notifications, cleared
// site data, or the subscription expired) but the server record still exists
// - delete it using the endpoint we stored at subscription time.
if (storedEndpoint && (!existing || existing.endpoint !== storedEndpoint)) {
await post(UNSUBSCRIBE_URL, { endpoint: storedEndpoint });
localStorage.removeItem(STORAGE_KEY);
}
// Already subscribed and the server already knows about this endpoint.
if (existing && existing.endpoint === storedEndpoint) return;
const permission = await Notification.requestPermission();
if (permission !== "granted") return;
const subscription = await registration.pushManager.subscribe({
userVisibleOnly: true,
applicationServerKey: urlBase64ToUint8Array(VAPID_PUBLIC_KEY),
});
await post(SUBSCRIBE_URL, subscription.toJSON());
localStorage.setItem(STORAGE_KEY, subscription.endpoint);
}
document.addEventListener("DOMContentLoaded", syncSubscription);
})();
localStorage is the key to reliable unsubscription. Notification.permission alone cannot detect silent revocations - when a user clears site data or a push subscription expires, the permission may still read "granted" while the browser-side subscription is gone. By storing the endpoint at subscribe time and comparing it on every page load, the script can call UNSUBSCRIBE_URL with the old endpoint even after the browser subscription object has disappeared.
Step 9. Context processor
A context processor injects the VAPID globals into every admin template response.
Create myproject/apps/notifications/context_processors.py:
from django.conf import settings
from django.urls import reverse
def push_notifications(request):
"""Inject push-notification globals into every admin page."""
if not request.path.startswith(f"/{settings.ADMIN_URL}"):
return {}
if not settings.VAPID_PUBLIC_KEY:
return {}
return {
"push_vapid_public_key": settings.VAPID_PUBLIC_KEY,
"push_subscribe_url": reverse("notifications:push_subscribe"),
"push_unsubscribe_url": reverse("notifications:push_unsubscribe"),
"push_admin_url": settings.ADMIN_URL,
}
Register it in the template settings:
TEMPLATES = [
{
"BACKEND": "django.template.backends.django.DjangoTemplates",
"DIRS": [
os.path.join(BASE_DIR, "myproject", "templates"),
],
"APP_DIRS": True,
"OPTIONS": {
"context_processors": [
# ...
"myproject.apps.notifications.context_processors.push_notification_settings",
],
},
},
]
Step 10. Inject globals via admin/base_site.html
Override myproject/templates/admin/base_site.html. If one already exists, add the extrahead block; otherwise create the file extending Django's built-in template:
{% extends "admin/base_site.html" %}
{% load static %}
{% block extrahead %}
{# ... any existing content such as a favicon include ... #}
{% if push_vapid_public_key %}
{% csrf_token %}
<script nonce="{{ request.csp_nonce }}">
window.VAPID_PUBLIC_KEY = "{{ push_vapid_public_key }}";
window.PUSH_SUBSCRIBE_URL = "{{ push_subscribe_url }}";
window.PUSH_UNSUBSCRIBE_URL = "{{ push_unsubscribe_url }}";
window.ADMIN_URL = "{{ push_admin_url }}";
</script>
<script src="{% static 'admin/js/push-subscribe.js' %}"></script>
{% endif %}
{% endblock %}
Step 11. Huey task
# myproject/apps/feedback/tasks.py
import json
from django.conf import settings
from django.urls import reverse
from huey.contrib.djhuey import db_task
@db_task()
def send_feedback_push_notification(feedback_message_id):
from pywebpush import webpush, WebPushException
from feedback.models import FeedbackMessage
from notifications.models import PushSubscription
private_key = settings.VAPID_PRIVATE_KEY
if not private_key:
return
if not (message := FeedbackMessage.objects.filter(
pk=feedback_message_id
).first()):
return
admin_url = settings.WEBSITE_URL + reverse(
"admin:feedback_feedbackmessage_change",
args=(message.pk,)
)
content = message.content
body = content[:120] + (
"..." if len(content) > 120 else ""
)
payload = json.dumps({
"title": f"{message.submitter_name}:",
"body": body,
"url": admin_url,
})
dead_endpoints = []
for sub in PushSubscription.objects.all():
try:
webpush(
subscription_info={
"endpoint": sub.endpoint,
"keys": {"p256dh": sub.p256dh, "auth": sub.auth},
},
data=payload,
vapid_private_key=private_key,
vapid_claims={"sub": f"mailto:{settings.VAPID_ADMIN_EMAIL}"},
)
except WebPushException as exc:
# 410 Gone / 404 Not Found means the subscription has expired
if exc.response is not None and exc.response.status_code in (404, 410):
dead_endpoints.append(sub.endpoint)
if dead_endpoints:
PushSubscription.objects.filter(
endpoint__in=dead_endpoints,
).delete()
The Huey task is already called from the view in feedback app via transaction.on_commit. Using on_commit ensures the task is only queued after the database row is fully committed, so the task always finds the message when it runs.
Step 12. Content Security Policy
If the project uses Django CSP, two directives need adjusting:
CSP_WORKER_SRC = ["'self'"] # allows service worker registration from this origin
CSP_CONNECT_SRC = ["'self'"] # allows the subscribe POST fetch
The pywebpush HTTP call to the external push service (FCM, Mozilla) runs server-side inside the Huey worker process and is not subject to the browser's CSP.
User experience
It' safest to keep the body of the message up to 120 characters long - the rest will likely be cut on different OSes or browsers.
You can check the current status of notification permissions by:
Notification.permission // should be "granted", not "default" or "denied"
Based on that you can write a specific message in the User Interface what to do if the permission has been denied.
If you have many different types of notifications, you would set the configuration in a Django website. And let the visitor subscribe to the notifications in the browser once. Then your Huey tasks would check the notification settings and trigger send according messages to the subscribers.
For example, for DjangoTricks website, I would allow subscribing to new tricks, blog posts, and goodies in the notification configuration, and the visitors would grant permission to Web Push notifications just once.
Privacy and security
Messages themselves are stored on the Web Push servers encrypted, but back in the OS they are shown in plain text, and can be seen by people standing behind the user or possibly read out by other apps (or viruses) which have permissions to access OS notifications.
Practical recommendations for sensitive content:
- Send a generic notification ("You have a new message") and make the user open the app to see the actual content - this is what most banking/healthcare apps do.
- If you do include content, keep it minimal - avoid full message text, Personally Identifiable Information (PII), medical info, etc.
- Make sure your VAPID keys are securely stored and rotated if compromised.
- Set a short TTL (time-to-live) on the push message so it doesn't sit on Google's servers long if the device is offline.
For anything regulated (HIPAA, GDPR, financial data), the safest approach is the generic notification pattern, since you have no control over how the OS handles notification display and history once it leaves the browser.
OS permissions
For notification receivers, the permissions can be denied for the Browser globally as well.
One can set or unset them on MacOS at Settings ➔ Notifications ➔ Google Chrome (or another browser analogically) or on Windows at Focus Assist / Notification settings.
Marketing perspective
Opt-in: When asking for push notifications without context, only 5-25% would grant the permission. If the permission is asked in the UI at first and the reason is given, about 60% would grant the permission.
Opt-out: On average, nearly 8-10% of subscribers opt out from web push notifications per year. Even just 1 push notification per week leads to 10% of users disabling notifications. 46% of users disable notifications if they receive more than 6 notifications.
Final words
The technique of Web Push is not trivial, but with the help of py-vapid and pywebpush, it becomes manageable. The best use cases for push notifications are those where a SaaS project or a web platform suggests to use this technique intentionally: when waiting for something to happen, such as a new comment, a reply to a message, a new task to do from another person, or a new post of a favorite author who writes irregularly.
Cover picture by cottonbro studio
05 Jun 2026 5:00pm GMT
Issue 340: Django security releases 6.0.6 and 5.2.15
News
Django security releases issued: 6.0.6 and 5.2.15
Five CVEs are fixed in this latest release. As ever, perhaps the best security step you can take is to always update to the latest version of Django.
Updates to Django
Today, "Updates to Django" is presented by Hwayoung from Djangonaut Space! 🚀
Last week we had 13 pull requests merged into Django by 8 different contributors - including 4 first-time contributors! Congratulations to Vishwa, Tim Harris, Codequiver, and Joe Babbitt for having their first commits merged into Django - welcome on board!
This week's Django highlights: 🦄
- Deprecated the safe parameter of JsonResponse, as the browser vulnerability it protected against was fixed in ECMAScript 5. #36905
Releases
Python Release Python 3.15.0b2
Python 3.15.0b2, the second beta of four, is out with an explicit push for third-party maintainers to test now and file issues as early as possible. The release targets feature-complete beta with no ABI changes after beta 4, and recommends delaying production releases until 3.15.0rc1.
Python Software Foundation
PSF Strategic Plan 2026 Draft: Open for Community Feedback
PSF is publishing the full Strategic Plan 2026 draft and opening a three-week feedback window ending June 25. The board asks reviewers to focus on whether the goals and objectives are right, while implementation details will be shaped later by staff.
Sponsored Link
Django middleware composes request handlers. Harnesses do the same for AI agents - Claude Code, Codex, Gemini in one coordinated system. Learn what a harness actually is, why it's a new primitive, and how to engineer one that holds in production. Apache 2.0, open source.

Articles
Showcasing allauth IdP: build an MCP server | allauth
Learn how to use Django and django-allauth to secure MCP endpoints with OIDC, including token validation, client registration, and host authorization flows.
Django: introducing django-integrity-policy
From Adam Johnson, a new security header and detailed article laying out the "why."
Dependency Pruning
Tips on how to treat every lockfile entry as an attack surface and maintenance burden you do not want, then start by deleting dependencies you never import.
Loopwerk: uv is fantastic, but its package management UX is a mess
uv shines for Python toolchains, but its package maintenance UX is rough: there is no straightforward uv outdated, and the upgrade workflow (uv lock --upgrade) can aggressively pull in breaking major releases.
Python 3.15: features that didn't make the headlines
Python 3.15 beta highlights worth a look: TaskGroup.cancel for graceful cancellation, ContextDecorator fixing decorator lifecycles for async and generators, a new threading iterator helpers to avoid broken state, and immutable JSON support via frozendict and an array_hook.
Please add an RSS Feed to Your Site
RSS is still the cleanest way to keep up with the people you actually want to hear from. If you host a personal site with Django, add an RSS feed quickly with a simple, up-to-date tutorial and ship it.
Using Read the Docs to benefit Django
Read the Docs can integrate with EthicalAds, letting maintainers earn a little from their documentation.
The Pursuit Of Purity (The Right Way To Do AI)
A thoughtful look at competing takes on AI ethics, from safety-first big-lab work to open, locally run, consensually sourced models.
Django Forum
django-alauth 65.18.0 released: IdP demo time
django-allauth 65.18.0 was just shipped with a bunch of Identity Provider (IdP) improvements!
Daphne v4.2.2 release
Daphne v4.2.2 is now available on PyPI. It fixes a couple of moderate/low security issues and is a recommended update for all users.
Django Fellow Reports
Natalia Bidart
My primary focus this week was polishing the upcoming security release. I spent time going deeper into areas I am less familiar with to ensure everything was in good shape for release. As release manager, this included reviewing and completing release notes, preparing backports for all three supported stable branches, and crafting the corresponding CVE metadata so records are ready ahead of disclosure (this is part of our CNA responsibilities).
Sarah Boyce
I was at PyCon Italia this week, which was fantastic, highly recommend going if you get the chance.
Jacob Walls
After a Monday holiday in the US, I spent a week focusing on contributions from the prior week's PyCon sprint.
Events
PyBay 2026
October 3rd in San Francisco this year. The Call for Proposals (CP) is open until July 8th.
Django Job Board
Founding Engineer at MyDataValue
Projects
feincms/feincms3-cookiecontrol
Cookie banner with support for embedded media.
adamghill/dj-lite-tenant
Multi-tenant SQLite databases for Django.
05 Jun 2026 2:00pm GMT
03 Jun 2026
Django community aggregator: Community blog posts
Anything new?
Anything new?
A lot of time has passed since I officially announced that I want to step down from maintaining django-mptt. I started contributing around 2009, tagged the 0.3 release in April 2010, and have been the sole active maintainer since somewhere around 2019. The post about django-tree-queries has more background, but that's not today's topic.
Stepping away isn't easy
For me, abandoning a project is a bit like stepping out of a relationship: negative emotions end up being a somewhat necessary driver, because the absence of positive events alone rarely provides enough force on its own. I get a lot of satisfaction from a job well done, and walking away means letting that go.
Even with time set aside for open source in my work day, I still have to choose where that time goes. django-mptt stopped being where it needed to go.
The sense of entitlement
When a project is obviously unmaintained, asking for free labor is walking a tightrope. It takes real care not to rekindle exactly the frustrations that led maintainers away in the first place.
It takes energy not to clap back when someone is being rude or insensitive in the issue tracker. Asking "Anything new?" on a ticket where the next steps were outlined clearly and obviously nothing happened in the meantime is just one variant of this.
Quietly quitting isn't what I want to do - and as a user of django-mptt myself, I can't really do that either. Taking the high road is the professional choice. But it costs something.
I keep coming back to Mona Eltahawy on refusing to be civil. She's speaking about something quite different, and I'm aware I write this as a white man. The situations aren't the same at all. But she articulated something I haven't managed to put into words as well myself and I like the idea of speaking up and taking the fight to those who awaken these feelings instead of taking the high road.
Doing it with AI
No post these days is complete without the obligatory AI mention, but there's some relevancy to it.
I fixed and closed almost all open django-mptt issues in a two-hour Claude session. I've previously written about using LLMs for open source maintenance, and the productivity gain is real whatever the detractors say. And the quality isn't suddenly getting worse. Code wasn't perfect before either. The test suite allows a certain degree of trust in the result and according to my rules for releasing Open Source software we don't have to require more than that.
It doesn't change the underlying dynamic, though. rsync and outrage illustrates the trap neatly: Tridgell got flooded with AI-generated security reports, used AI to handle them, and then got criticized for using AI. The tools that created the workload aren't allowed to address it. The expectation is that the work has to involve sweat and tears and uncountable unpaid hours.
The common goal should be more and better open source software. What we get as Open Source maintainers is shit from both sides: One side took our free work and trained models on it without asking, the other side complains about the supposedly unethical use of AI while acting in unethical ways themselves.
There's something Kantian about how open source contribution gets framed. Kant's argument was that the only truly moral acts are those driven by duty and good will - not by desire, inclination, or any expectation of compensation. By that logic, I'm only acting morally if I keep going despite the burnout and the entitlement. If I stop, I'm not.
It's bleak. The problems with AI are real. The people controlling the large models are assholes. But I have to work in the world as it is while also trying to change it for the better.
03 Jun 2026 5:00pm GMT