Search boxes are a classic place to accidentally fire a request on every keystroke. I debounce the value that triggers the query (not the input rendering) so typing stays responsive, and I cancel/ignore stale requests so results don’t arrive out of or

WKWebView displays web content with modern WebKit rendering engine. It replaces deprecated UIWebView with better performance and security. I configure WKWebViewConfiguration to customize behavior like JavaScript, cookies, and media playback. Navigatio

Terraform provisions managed database services declaratively. AWS RDS supports PostgreSQL, MySQL, and other engines with aws_db_instance. The engine_version pins database versions. instance_class sets compute size. allocated_storage and max_allocated_

Outbound rate limiting is one of those “quiet reliability” features: customers rarely notice it until it’s missing. I prefer a simple token bucket using golang.org/x/time/rate because it’s well-tested and easy to reason about. Each call waits for a to

ActiveJob provides a unified interface across different queue backends (Sidekiq, Resque, Delayed Job), making it easier to switch adapters or test jobs. I define jobs by inheriting from ApplicationJob and implementing perform. ActiveJob handles serial

Flyway manages database schema evolution through versioned SQL scripts. Migration files follow naming convention—V1__initial_schema.sql, V2__add_users_table.sql. Flyway tracks applied migrations in a schema history table. Migrations run automatically

If multiple admins edit the same record, use lock_version. Rails will raise on conflicting updates, and you can show a friendly “this changed underneath you” message. It prevents subtle lost updates.

Sometimes the DOM updates but the browser tab title stays stale (e.g., unread count, active chat room). A neat Hotwire trick is a custom Turbo Stream action that sets document.title. The server emits a <turbo-stream action='set_title'> with a te

Dark mode provides low-light interface that reduces eye strain and saves battery on OLED displays. iOS automatically switches based on system settings or user preference. I use semantic colors like .label, .secondaryLabel, and .systemBackground that a

Complex reporting queries with multiple joins and aggregations can become unmaintainable in ActiveRecord. PostgreSQL views encapsulate query complexity in the database layer and appear as regular tables to Rails. I create views for common reporting ne

Window functions perform calculations across row sets without grouping. ROWNUMBER assigns unique sequential numbers. RANK/DENSERANK handle ties differently. I use PARTITION BY to reset calculations per group. ORDER BY determines calculation order with

At-least-once delivery is the default for most queues and streams, so consumers must be idempotent. My go-to pattern is a processed_events table keyed by event_id with a unique constraint. When a message arrives, the consumer tries to insert event_id;