Why Consistency Is Everything in Software Engineering cover image

Why Consistency Is Everything in Software Engineering

Scott Keck-Warren • May 26, 2025

If there’s one soft skill that quietly saves you from a mountain of bugs, confusion, and late-night debugging sessions, it’s consistency. Not just writing code that works, but code that behaves the same way across your UI, backend, and database. Now this may sound obvious, but you'd be surprised how often one tiny "inconsequential" inconsistency can slip in and create problems today, tomorrow, or even a year from now.

The Inconsistently Named Field

Imagine you’re building a basic form to add new users. In your form, you create the following section:

<label for="username">Username</label>
<input type="text" name="user_name" id="username">

Now this may seem harmless but we have a mismatch between the label of "Username" and the name of the form element of "user_name".

Then in your code, you store value using a variable in a different format:

$strUserName = $_POST["user_name"];

You finally pass the username to your persistence layer:

INSERT INTO users (usernm) VALUES (:username)

And now the column is called usernm? What are we doing here?

At this point, we have four layers (label, form name, code, and persistence) of our application that all have their own "way" of keeping the name of our "username" field. Every mismatch adds mental overhead, slows onboarding for new developers, and invites hidden bugs.

Why This Happens

I would argue this isn’t a sign of sloppy work but instead, an attempt to be “clear” at the moment. Maybe you thought usernm was shorter and cleaner for the database, or you were matching someone else’s naming style in a different part of the UI (or you copied and pasted the code ). Over time, inconsistent naming creates rakes that even you will forget you left behind and step on.

What to Do Instead

Consistency doesn’t mean perfection (and what code is EVER perfect) it just means agreement. If you call it username in the UI, it should be $username in your code, and username in your database. Pick one name and stick with it across the stack.

If you're working on a team, define naming conventions and follow them religiously. My suggestion is to always "default" to whatever your framework uses for its naming conventions because it will generally work its way through to your code "better". You should also pick a coding standard and enforce its use with something like PHP_Codesniffer.

Final Thoughts

It might feel like a small thing, but naming consistency is one of the simplest ways to improve your code quality, reduce friction, and make life easier for yourself and your team. If you're constantly pausing to remember, “Wait, did I call this user_name, username, or user?” — that’s a sign. Standardize it. Future-you will be grateful.