Why Debugging Skills Matter More Than Writing New Code

Mar 10, 2026

Most freshers feel confident when they can write new code from scratch. That’s useful, but in real IT jobs—especially in service companies and large product teams—you will spend a big part of your time understanding existing code and fixing what is already running. Debugging is not a “support skill.” It is a core developer skill.

A widely cited ACM article explains that software developers spend a significant chunk of their time on validation and debugging—around 35% to 50% in many contexts.
So if you want to become valuable fast in your first job, debugging is one of the highest ROI skills you can build.

1) Industry Reality: Companies Run on Existing Code

In India, freshers often join projects where the product already exists and the client expects stability. You don’t get credit for writing “fresh code” if the current system is failing.

That is why maintenance and fixing issues becomes a large part of software life. Many software engineering references describe maintenance as a long, expensive phase of the lifecycle, often larger than initial development.
This is the world you will enter—codebases, dependencies, legacy decisions, and real users.

2) Debugging Is Business-Critical (Not Just Technical)

Bugs are not just “errors.” They have a cost.

The U.S. National Institute of Standards and Technology (NIST) highlighted that software flaws cost the economy $59.5 billion annually (based on a widely cited 2002 study commissioned by NIST).
Also, NIST’s summary notes that many defects are found late (“downstream”), which increases cost and disruption.

Even if you work on internal tools in an Indian company, the impact is similar: bugs delay releases, increase rework, and reduce trust.

3) Debugging Proves Your Real Engineering Mindset

Writing new code can be planned. Debugging is often urgent, unclear, and time-sensitive. When something breaks, your team expects you to:

  • read logs and error traces without panic

  • reproduce the issue reliably

  • isolate the root cause (not guess)

  • fix it safely without creating new bugs

  • explain what happened in simple terms

This is why debugging is strongly linked to career growth. A fresher who can debug becomes dependable quickly—whether they are in development, testing, DevOps, or support.

4) What Campus Doesn’t Teach (But Jobs Expect)

In college, your code usually runs in a clean environment. In companies, failures happen due to:

  • data issues and unexpected inputs

  • environment/config differences

  • dependency version conflicts

  • network/API failures

  • concurrency and timing issues

  • edge cases users create in real life

So the fresher who only knows “how to code” struggles. The fresher who knows “how to troubleshoot” grows faster.

5) How Freshers Can Build Debugging Skills (Practical Steps)

Start simple:

  • Read the error fully. Don’t jump to Google after one line.

  • Reproduce first. If you can’t reproduce, you can’t fix confidently.

  • Use breakpoints/logs. Watch variables and flow like a detective.

  • Change one thing at a time. Multiple changes hide the real cause.

  • Write a short fix note. What was the root cause? What did you change?

These habits make you faster and safer—exactly what teams want.

Conclusion

New code helps you clear assignments. Debugging helps you survive and grow in real projects.

If you want to stand out in the Indian IT job market—service or product—focus on becoming the person who can calmly find the real issue and fix it correctly. That skill is rare, respected, and always in demand.

Still Got Queries?

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Still Got Queries?

Take advantage of Offline Learning, Exclusive Workshops, LinkedIn optimization, and ATS-approved resume services at the upGrad Learning Support Centre in Pune. From your academic journey to your Career advancement, our team is here to help you succeed.

Still Got Queries?

Take advantage of Offline Learning, Exclusive Workshops, LinkedIn optimization, and ATS-approved resume services at the upGrad Learning Support Centre in Pune. From your academic journey to your Career advancement, our team is here to help you succeed.