After a successful inline create, I usually want to clear the form. You can replace the whole form partial, but sometimes you want to preserve other state (like which field was focused) and simply reset values. A clean Hotwire approach is a custom Tur

A single abusive client can ruin your latency budget for everyone else, so I rate limit early rather than trying to ‘detect abuse’ after the outage starts. I combine an IP bucket with a user bucket: IP protects unauthenticated endpoints, user protects

Soft deletes mark records as deleted without removing them from the database. I add a deleted_at field and override the delete() method. A custom manager excludes soft-deleted records by default. I provide a hard_delete() method for permanent removal.

If a hot key expires, you can stampede your DB. race_condition_ttl lets one process recompute while others serve stale content briefly. This is a reliability pattern masquerading as caching.

Celery Beat schedules periodic tasks like cron jobs. I define schedules in settings or use the Django database scheduler. Tasks run at specified intervals or cron expressions. I use @periodic_task decorator or configure in CELERY_BEAT_SCHEDULE. For dy

Indexes dramatically improve query performance. I add indexes via Meta.indexes or db_index=True on frequently-filtered fields. Compound indexes help queries filtering on multiple fields. For text search, I use GinIndex on PostgreSQL. I index foreign k

Under real concurrency, even ‘simple’ write paths can hit serialization failures, especially with stricter isolation levels. Instead of pretending it won’t happen, I wrap the transaction in a small retry loop with jitter. I only retry on known transie

I used a transactional outbox when I needed my database write and my event publish to succeed or fail together. In OutboxEvent model, I treated the outbox like a queue: a durable row per event, a dedupe_key for idempotency, and a ready scope that pull

Copy buttons are everywhere (invite links, API keys, CLI commands). With Stimulus, I keep it tiny and resilient: use navigator.clipboard.writeText when available, and fall back to selecting a hidden input for older browsers. I also provide immediate f

Once you’ve built a few Hotwire controllers, you notice the same respond_to shape repeated. I extract a small helper (a concern) that yields a respond_to block and centralizes the “default HTML redirect” pattern. This keeps controllers readable and re

Proper logging is critical for production debugging. I configure loggers for different apps and libraries. I use file handlers for persistence and console handlers for development. Log rotation prevents disk fill-up. I set appropriate levels (DEBUG, I

For a notifications dropdown, I keep the list server-rendered and let Turbo Streams keep it fresh. The dropdown content sits in a turbo_frame_tag (so you can also navigate to a full notifications page), and the unread badge is a separate small target