Notes

Why "simple" features never stay simple?

I've spent more than an decade building frontend applications, across teams of different sizes and products at very different stages. Over time, one pattern has become impossible to ignore: frontend work is almost always underestimated. Not because people lack skill or intent, but because the complexity hides itself well.

Frontend features tend to look simple when they are described. A dropdown to select a user is a good example. On the surface, it feels like a solved problem. Fetch a list of users, render them, and allow a selection. That assumption is usually where the estimate is made.

The reality shows up later.

Production software does not run in ideal conditions. Networks are slow and unreliable. Datasets grow over time. Users rely on keyboards, screen readers, and assistive technologies. Products expand into new regions and languages. Each of these realities adds pressure to the interface, and that pressure accumulates quietly inside the UI.

A user select dropdown rarely stays simple. It starts by fetching and rendering data, then quickly needs loading and error states. As the number of users grows, performance becomes an issue and pagination is introduced, often requiring backend API changes. Search seems like a small addition until it brings debouncing, request cancellation, caching, and new failure modes. Accessibility adds keyboard navigation, focus management, and screen reader announcements. Localization introduces longer text, truncation, and right-to-left layouts. None of these changes are surprising on their own, but together they transform a small component into a dense state machine.

At some point, the hardest part is no longer rendering the dropdown. The hardest part is understanding what state it is currently in and how it can move safely to the next one.

There is also another kind of complexity that tends to appear later and hurt more. Selecting a user almost never affects just the dropdown. That action usually needs to update other parts of the interface, trigger side effects, sync with the URL, or notify assistive technologies. In many cases, the UI must update immediately and then roll back if the server rejects the change. Once this happens, the component is no longer isolated. It becomes part of a system.

This is where frontend work starts to resemble distributed systems. State changes need coordination. Requests can race. Failures need recovery paths. Optimistic updates require careful rollback logic. None of this is visible in a static design or a quick prototype, but all of it shows up in real usage.

Over the years, I've found it more useful to think about frontend complexity in terms of lifecycle rather than individual features. Some problems are introduced at build time through decisions around bundling, code splitting, rendering strategy, and testing. Others emerge at deployment time through caching behavior, asset versioning, and CDN configuration. Most of the pain, however, lives at runtime, where data fetching, state management, error handling, accessibility, and localization all collide under real user interaction.

Modern frontend systems carry far more responsibility than they are often given credit for. They decide how data is fetched, cached, and retried. They model and store state in ways the UI can reason about. They handle data mutations while keeping interfaces responsive and consistent. They make trade-offs about rendering and performance. They also absorb cross-cutting concerns like accessibility, internationalization, security, SEO, and observability. Even small features tend to touch several of these areas at once.

After enough time building and maintaining frontend systems, a few truths become clear. Complexity is not accidental. It grows as products succeed. More users bring more constraints, and more features create more interactions. Treating frontend as “just UI” leads to fragile systems and constant rework. Treating it as a system makes the work predictable and sustainable.

A dropdown is never just a dropdown. It is data flow, state management, performance work, accessibility, and system-level coordination compressed into a small piece of interface. Once you accept that reality, frontend development becomes easier to reason about, easier to plan, and far more rewarding to build.