Why Debugging Skills Matter More Than Writing New Code
Nilesh Raut

Nilesh Raut @speaklouder

About: 👩‍💻 Software Engineer @ Jio | ✍🏼 Founder & Tech Writer — Nileshblog.tech & Technilesh.com | 🛠️ Code • Content • Community | 🚀 Build • Learn • Share

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Why Debugging Skills Matter More Than Writing New Code

Publish Date: Dec 27 '25
22 5

The Moment Every Developer Recognizes

Writing new code feels productive.
Debugging feels slow, frustrating, and invisible.

Yet the most stressful moments in a developer’s career rarely involve writing something new. They involve a system that already exists and is behaving in ways no one expected.

Production doesn’t break because of missing features.
It breaks because of misunderstood ones.


New Code Is Easy. Broken Code Is Reality.

Most developers are trained to:

  • Build features
  • Follow patterns
  • Write clean abstractions

But real-world systems are:

  • Stateful
  • Distributed
  • Full of edge cases
  • Running code written by many people over many years

At some point, every engineer realizes that writing new code is a smaller part of the job than keeping existing code working.


Debugging Is How You Learn the System

Debugging forces you to answer uncomfortable questions:

  • Why does this exist?
  • What assumptions were made?
  • What happens if this fails?
  • Who depends on this behavior?

You can write new code without understanding the system.
You cannot debug effectively without understanding it.

That’s why great debuggers ramp up faster on new teams — they learn the system by following its failures.


Debugging Builds Engineering Intuition

Over time, debugging teaches you patterns you can’t get from tutorials:

  • Race conditions
  • Partial failures
  • Misconfigured environments
  • “Works locally” production bugs

Strong debuggers don’t panic when things break.
They form hypotheses, test them, and narrow the problem space.

That mindset matters more than syntax mastery.


Production Doesn’t Care How Clean Your Code Is

In production:

  • Logs lie or are missing
  • Metrics are noisy
  • Errors cascade
  • Small changes cause large failures

Debugging teaches you how systems behave under stress.

This is why senior engineers are often pulled into incidents — not because they write faster, but because they reason better when things go wrong.


Debugging Improves Your Future Code

Developers who debug a lot start writing different code:

  • Better logs
  • Clearer error messages
  • Safer defaults
  • Fewer assumptions

Debugging feedback loops improve design.

If you never feel the pain of broken code, you don’t learn how to prevent it.


Why Debugging Skills Matter More Than Writing New Code : NileshBlog.Tech

Debugging skills matter more than writing new code. Learn why real-world production issues, war stories, and a practical checklist shape better software engineers.

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Why Debugging Skills Age Better Than Languages

Languages change.
Frameworks come and go.
Tooling evolves constantly.

But debugging skills transfer:

  • Across languages
  • Across stacks
  • Across companies

If you can:

  • Read logs
  • Trace execution
  • Understand failure modes
  • Ask the right questions

You can survive almost any tech stack.


Read the full article with real production war stories and a debugging checklist

A Real Career Difference

Junior engineers often ask:

“What should I learn next?”

My honest answer is rarely a new framework.

It’s:

  • Learn how to debug production issues
  • Learn how to read logs and metrics
  • Learn how to reason about failures

Those skills compound over time.


Writing Code Feels Like Progress. Debugging Is Progress.

New code gets attention.
Debugging gets results.

Great engineers aren’t defined by how much code they write — but by how reliably they can fix what’s already running.


Final Thought

If you want to grow faster as a developer, stop optimizing for:

  • Writing more code
  • Learning more frameworks
  • Shipping faster at any cost

Start optimizing for:

  • Understanding failures
  • Investigating weird behavior
  • Debugging calmly under pressure

Debugging is where real engineering skill shows up.

Comments 5 total

  • NatiSayada
    NatiSayadaDec 30, 2025

    Can't agree more...
    Especially now when 1000 lines of code are generated in instant

  • Alex
    AlexDec 30, 2025

    .Thank you for sharing your opinion. It's always important to remember these points, as others stakeholders may not see them from the same perspective. Furthermore, under time pressure, superficial technical suggestions tend to prevail, and it's difficult to sustain arguments that lead to a solution based on the true root cause while that cause remains unknown.

    • Nilesh Raut
      Nilesh RautJan 11, 2026

      Appreciate your thoughtful perspective.

  • ganya
    ganyaJan 11, 2026

    Nice read!

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