Coding
Krutika P. B.
Jan, 2026
Most developers believe debugging is about finding errors in code.
It isn’t.
Debugging is about how you think under uncertainty.
Two developers can face the same bug.
One panics, guesses, and adds random fixes.
The other isolates variables, forms hypotheses, and arrives at the root cause calmly.
The difference isn’t experience alone.
It’s debugging as a thinking skill.
Syntax errors are easy.
The compiler tells you:
What broke
Where it broke
Sometimes even how to fix it
Real bugs don’t work like that.
Production bugs hide in:
Incorrect assumptions
Broken data flow
Race conditions
Edge cases no one predicted
Systems interacting in unexpected ways
At this level, syntax is irrelevant.
Only thinking matters.
Great debuggers don’t “try things.”
They reduce uncertainty.
They read logs.
They inspect data.
They reproduce the issue reliably.
No changes. No guesses. Just observation.
Every action has a reason.
“If this assumption is wrong, this symptom will appear.”
Debugging becomes a controlled experiment, not chaos.
They disable systems.
They simplify inputs.
They narrow scope.
Complex bugs are solved by making them smaller.
Good debuggers assume:
“The system is behaving correctly according to some logic.”
The task is to discover that logic.
Debugging difficulty is often a code smell.
If a bug is hard to debug, it usually means:
Poor separation of concerns
Hidden side effects
Weak naming
Overloaded functions
Tight coupling
Clean systems don’t eliminate bugs.
They make bugs obvious.
Debugging teaches you more about architecture than any tutorial.
This is where juniors become seniors.
Not by:
Learning another framework
Memorizing syntax
Copy-pasting fixes
But by:
Understanding cause vs symptom
Thinking in data flows
Predicting system behavior
Staying calm under pressure
Debugging trains engineering intuition.
At CodeAlchemy, debugging is treated as:
A thinking discipline
A system-analysis skill
A mirror that reflects code quality
Future posts will break down:
Real Laravel production bugs
Debugging queues, jobs, and cron failures
Database bottlenecks
API edge cases
“Works locally, fails in production” problems
Debugging is not a chore.
It’s where real understanding is forged.
Anyone can write code.
But the developers who thrive are the ones who can:
Stay calm
Think clearly
Ask better questions
And listen to what the system is telling them
Because in the end— Debugging is a thinking skill.