All of my thoughts on programming, product design, and more, collected in chronological order.
A pattern I've fallen into across more client codebases than I'd like to admit: write a feature, push the branch, switch to something else, get pinged ten minutes later that CI failed on a typo or a missing migration. Fix it. Push again. Wait. Rep...
A familiar scene from fractional work: you've been brought in on a Rails app that's been around for six or seven years. The team is small, the test suite is patchy in the older corners, and somewhere in app/models/user.rb there's a has_many :legac...
Rails 8.1 shipped on 22 October 2025, and Rails 8.1.3, released on 24 March 2026, is the current stable release as of writing (April 2026). After a few months of using Active Job Continuations on a couple of client projects, I want to write down w...
Managing secrets well is a common hallmark of production grade Rails applications. Get it wrong and you're one misplaced commit away from exposing API keys, database passwords, or encryption tokens. Get it right and your team can deploy confidentl...
On February 6, 2026, Heroku announced it is transitioning to a "sustaining engineering model," focused on stability, security, reliability, and support, rather than introducing new features. Heroku describes itself as remaining "actively supported...
Rails has supported TailwindCSS via the --css tailwind flag since Rails 7, but it's with Rails 8 that the pairing has really hit its stride. By the time Rails 8.1.2 arrived in January 2026, the combination had become - in my experience at least - ...
Spam is a frustrating reality - fake registrations, bot comments, bogus form submissions - but there's no one-size-fits-all fix. Let’s walk through spam control options from the most lightweight and free to more comprehensive paid services, with a ...
While building EstateSync, I created many tables of varying complexity and length, but they still shared a lot of common patterns. Maintaining a consistent UI became increasingly challenging as I was using Tailwind, and I noticed that view code wa...
When working on multiple local projects, each running on different ports, it becomes inconvenient to remember port numbers and manually update /etc/hosts for every new project. Our goal was to make development feel like production — where each pro...
Every production-grade Rails project should proactively address security and code quality. The Ruby ecosystem offers a rich collection of gems that help you do just that - catching bugs early, enforcing best practices, and protecting your users an...
While working on a Rails app recently, I stumbled across a frustrating bug that only appeared in the test environment. Everything worked perfectly in the development console. Models loaded fine. Associations were intact. My concern methods behaved...
Alberto Fortin’s recent post on dialing back LLM usage resonated with me. Like many developers, I’ve found AI to be both a productivity godsend and a source of friction. It can feel like magic — until it quietly leads you down the wrong path. Here...
When developing applications using Rails, efficient database interaction is crucial for maintaining high performance. ActiveRecord provides several methods to optimize database queries. In this post, we’ll explore how using specific ActiveRecord m...
If you've ever encountered a situation where your Rails model associations work perfectly in the console but mysteriously fail in your test suite, you're not alone. I recently ran into this exact issue and wanted to share the solution along with s...
