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Why Good Developers Forget Things: Blame the Pigeonhole Principle


Helping you learn practical, straightforward methods to boost your soft skills and enhance your career as a software engineer.


Weekly Newsletter

April 22nd, 2025

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Does anyone remember learning the Pigeonhole Principle as part of their computer science degree? If you've forgotten or never had the chance to learn about it, here's a quick overview:

"If you have more pigeons than pigeonholes, at least one pigeonhole must contain multiple pigeons."

It felt abstract and theoretical—something you learned for an exam and promptly forgot. But the concept is surprisingly relevant to software engineers juggling security, design, analytics, performance, caching, and a never-ending Jira backlog.

Each concern needs its own mental "pigeonhole." Cognitive overload inevitably means something won't fit. Even great developers overlook crucial tasks because there's simply too much to manage.

Today, you'll learn structured processes to significantly reduce the risk of overlooking important details.

Why Good Engineers Forget Important Things

Consider a familiar scenario:

You deploy your new feature and feel great. But five minutes later, a message pops up on Slack:

"Hey, did we check the caching policy on that new endpoint?"

Your heart sinks. You tested thoroughly, reviewed security protocols, and confirmed analytics were firing. How did caching slip your mind?

You forgot because your brain was juggling too many details, and something had to fall through.

According to research published by IT Revolution, teams with high cognitive load are 76% more likely to experience burnout and 68% to experience turnover.

Here's why that happens:

  • Limited attention: Your capacity for tracking details has hard limits.
  • Context-switching gaps: Jumping from security reviews to UX discussions fragments attention.
  • Lack of structured reminders: Even the most careful engineers miss steps if they don't reference checklists.

The Pigeonhole Principle explains exactly why you ran out of mental slots.

It's Time to Rethink Your Workload

Experienced engineers don't expect themselves to hold everything in their heads.

Instead of trying to remember every detail, they rely on tools, habits, and shared practices to reduce pressure and increase consistency.

This is where the mindset shift happens. High-performing developers don't see checklists or handoffs as "extra." They see them as the work. Building safeguards into your process allows you to deliver high-quality work without sacrificing focus or burning out.

When you operate this way, you create something rare on engineering teams: trust. People know they can count on you because you've designed a process that ensures quality.

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Three Strategies to Manage Cognitive Overload

Use these practical methods to free your brain from overload and ensure critical tasks get completed:

1. Keep a Checklist

Concise, repeatable checklists offload your memory and clarify what's "done." For example:

  • Pre-deployment: Quickly confirm caching and security headers are properly set.
  • Post-deployment: Verify error rates, logs, and monitoring data.

Checklists simplify your mental load and ensure consistency.

2. Automation to Preserve Your Energy

Automate repetitive tasks to preserve your mental energy for complex problem-solving instead of routine maintenance:

  • Linters and static analysis catch security and quality issues automatically.
  • Automated performance testing integrated into your CI/CD pipeline.
  • Alerts for caching and analytics anomalies.

Let tools become your second brain.

3. Rotate and Pair Responsibilities

Tasks like security or performance handled by one person easily slip through the cracks. Regular rotations prevent oversights and build team skills:

  • Rotate critical responsibilities regularly to broaden team skillsets.
  • Use focused code reviews to double-check frequently missed areas.
  • Schedule quick weekly check-ins focused specifically on overlooked details.

Sharing the responsibility means shared awareness, and fewer missed details.


It's normal to overlook details occasionally, but consistently dropping the ball is frustrating for everyone involved. Applying structured processes significantly reduces your risk:

  • Concise checklists offload your memory.
  • Automation preserves mental energy for complex decisions.
  • Team rotation and pairing distribute responsibilities and build skills.

Now, you can turn an abstract classroom principle into a practical tool for better work and fewer headaches.

What critical tasks often slip your mind, and how do you track them?

David Ziemann

Founder of MoreThanCoders.com
david@morethancoders.com

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The Weekly Gist

Learn practical, straightforward methods to boost your soft skills and enhance your career as a software engineer because you are so much more than a developer.

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