---
title: "Discussion on \"Debugging Is Mostly Thinking, Not Commands\" | Hashnode"
description: "Discussion on \"Debugging Is Mostly Thinking, Not Commands\". Debugging Isn’t the Problem. The Assumption Is."
url: "https://hashnode.com/posts/debugging-is-mostly-thinking-not-commands/699acd79b94cf7d5d6ee8318"
---

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# [Debugging Is Mostly Thinking, Not Commands](https://blog.adityarajsingh.in/debugging-is-mostly-thinking-not-commands?utm_source=hashnode&utm_medium=feed)

Debugging Isn’t the Problem. The Assumption Is.

Feb 22 · 6 min read · blog.adityarajsingh.in  
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## Written by

[Aditya Raj Singh](https://hashnode.com/@adityarajsingh)

@adityarajsingh · Bangalore, IN

  
[View profile](https://hashnode.com/@adityarajsingh)

Trying to automate my life with DevOps, but so far I’ve only automated new problems.

Diving into Cloud and DevOps like a kid who learned cycling yesterday and signed up for a race today. I break things, read error logs like bedtime stories, and slowly figure out how not to repeat the same mistakes. If you enjoy honest tech journeys with a bit of humor, you’ll fit right in.

## Responses 1

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[klement Gunndu](https://hashnode.com/@klementgunnduai)

[Mar 1](https://hashnode.com/posts/debugging-is-mostly-thinking-not-commands/699acd79b94cf7d5d6ee8318/comment/69a49c7ba6b7180e487bc1ca)

Solid framing around debugging as a thinking exercise rather than command memorization. I'm curious though -- you describe moving from trial-and-error to mental modeling, but in practice with distributed systems (multi-container setups, service meshes), the mental model often needs to be built from observable state because the system is too complex to hold in your head. Do you think there's a threshold where systematic observability tooling (structured logs, traces) becomes the thinking framework itself, rather than something separate from it?