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The Secret Skill FANG-level Engineers Master (and You're Ignoring)

by Zubin Pratap
Aug 06, 2025
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Ever wondered how to truly accelerate your journey from mid-career professional to thriving software engineer? 

It's not what you think. 

While every bootcamp and online course hammers home "writing code," the real secret, the skill that separates junior developers from seasoned pros (especially at big tech companies), is mastering the art of reading code.

Why? 

Ep #5: Pro Coder Tips: Reading code vs Writing Code

 

Because in the real world of software development, you're not always starting from scratch. 

You're joining teams, inheriting projects, and collaborating on systems with millions of lines of code already in place – code often written before you were even born! 

Your ability to navigate, understand, and debug this existing codebase is paramount. The payoff? You'll be able to quickly contribute, debug complex issues, and ultimately, become an invaluable asset in any tech organization, unlocking doors to higher-impact roles and greater influence.

Unfortunately, this crucial skill is rarely taught. Especially since it can only be taught after you’ve learned the patters of software engineering.

But the usual coding resources focus on producing code, much like how we learn to write before we truly master reading. 

There too…we read more than we write most days, right?

This creates a massive blind spot, leading to frustration and slow progress when faced with the realities of a professional codebase.

Many aspiring engineers stumble here, getting overwhelmed by the sheer complexity of existing systems because they haven't honed their "code detective" skills.

Why Reading Code Feels Like Solving a Mystery (and Why Most People Give Up)

Here's why so many find reading code to be a monumental challenge, and why it often feels like an uphill battle:

  • Missing Context: Code, by nature, is terse. Unlike a novel, it's stripped of narrative and explanation. You're left to piece together someone else's intricate logic and thought process, often without the "why" behind their decisions. It's like trying to understand a conversation by only hearing every third word.

  • Unfamiliarity Breeds Anxiety: Just like navigating a new city or an unfamiliar house, a new codebase feels like a maze.
    You know the tools (the language, the syntax), but it still doesn’t make sense and there is no easy way to find things since you don't know where anything is, how it's organized, or how all the pieces interact. It demands significant exploration and patience. There are shortcuts to figuring this out - debuggers, tests, and code structuring. Some AI LLMs can help too, but need very specific types of prompting.

  • It's Not "Fun": Let's be honest, debugging a cryptic error or tracing a data flow through a labyrinthine system isn't as instantly gratifying as building a new feature. This lack of immediate reward makes it easy to avoid, further hindering skill development.  After all, most of us got hooked on coding because of the building, not the repairing.

  • The Documentation Dilemma: You'd think documentation would save you, right?
    Wrong. In the fast-paced world of software, documentation is often outdated, incomplete, misleading, confusing or outright incorrect.
    The more senior you become, the more you'll find yourself going straight to the source code because it's the only truth. But it’s harder to read than human-languages.

  • Their Bugs Become Your Bugs: When you import external libraries or packages, their bugs become your problem. Your customers don't care whose bug it is; they just know their experience is broken. Debugging these issues requires a deep dive into code you did not write. Code that is like a whole separate company’s codebase!

Here's How to Become a Code Detective, Step by Step:

Step 1: Cultivate Radical Patience & Self-Compassion

It's so important to reframe your mindset. Reading code isn't about instant gratification; it's a slow, meticulous process. 

You’re going to focus on slow, and meticulous.  Stop!  Focus on the word “process”.  

Initially, you'll feel frustrated, confused, and sometimes, frankly, stupid. This is normal. Acknowledge these feelings, but don't let them derail you.

For instance, when I first joined Google, stepping into the world's largest monorepo felt like trying to read a library written in an alien language.

 But I learned to embrace the "ramp-up" period, understanding that patience was my most valuable tool. 

My coaching clients often feel the same initially, but by setting realistic expectations and celebrating small breakthroughs, they build the resilience needed to push through the initial discomfort. 

Remember, mature codebases are battle-tested and often smarter than you think; assume good intent, even when you're convinced it's a mess.  Because the reason for the madness is not clear to you … until your “fix” breaks everything.

Step 2: Adopt a Forensic Detective Mindset (Not a Programmer Mindset)

Where so many go wrong is approaching code reading with a "code-writing" mentality. 

This is a mistake because writing code is about creation, while reading code is about investigation. 

You're not programming; you're detecting. To avoid this, shift your perspective.

Stop trying to immediately understand everything. Instead, put on your detective hat. Your goal is to follow clues, trace data flow, and understand the logic that led to a specific outcome. 

Use your IDE's navigation tools, search for "symbols" (functions, variables, classes), and learn to use the debugger effectively. If a bug occurs, trace the input data all the way through the system to see how it's transformed and where the error originates. 

This systematic approach, rather than aimless browsing, is key.

Step 3: Recognize Your Workplace Reality & Embrace Continuous Learning

You'll quickly realize that the vast majority of companies aren't "greenfield" startups where you write the first line of code. They have millions of lines of code written long before you arrived. 

Your ability to read, comprehend, and safely add to this existing structure is what defines a truly valuable engineer. This understanding transforms "learning to code" from a daunting, endless task into a focused journey toward becoming a highly capable and sought-after professional.

The light at the end of the tunnel is that once you internalize these skills, you'll be uniquely prepared for the demands of the modern tech workplace. 

You'll gain the confidence to jump into any project, contribute effectively, and debug complex systems because you understand that professional coding is fundamentally about understanding existing code.

Five ways we can help you:

1. Wondering what learning to code actually means? 

Becoming a coder is much more than just "learning to code" some languages.  When I got hired at Google, for example, I didnt know 3 out of the 4 languages I had to write every day. 

If you're still wondering if coding is right for you then I recommend:

👉 My FreeCodeCamp Course -->  Before You Learn To Code (Video).

👉 Updated version (including Google and other big tech experiences) 

--> check it out here.

2. Inner Circle (Free Preview Included)

Our personalized, intensive mentorship program designed to help career changers go from zero to software developer—and actually get hired. It’s not for everyone, but if you’re ready to commit, we’ll walk with you every step.

👉Preview the Inner Circle Program -> free preview.

👉Apply for Inner Circle → parsity.io/inner-circle

3. Dev30 
Want to learn the basics, but not quite ready for the Parsity Inner Circle? No problems - Try the Dev30 challenge!

It’s our 30-day JavaScript sprint focused on building real projects, learning in public, and creating a network in tech.

👉Join dev30 → dev30.xyz

4. Career Change To Code Podcast

Driving? At the gym? Hiding in the bathroom? Perfect time to inject the best techniques for a career change to code directly into your brain via 

👉 Follow the podcast here: YouTube | Spotify

5. Weekly Tips In Your Inbox

👉 Subscribe to this newsletter (it’s free).  I try and keep it to 3 minutes or less so you can read in the elevator, waiting in lines, in the bathroom...😝 

 

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