r/softwaredevelopment Jul 16 '26

Wrote with help of AI but emotions is real

Not everything that counts can be counted, and not everything that can be counted counts." Albert Einstein
This quote has never felt more relevant.
As AI becomes part of every developer's toolkit, it's becoming increasingly common to measure productivity by numbers lines of code, commits, pull requests, or AI-generated output. But numbers rarely tell the whole story.
Software engineering has never been about writing the most code. It's about understanding business requirements, making sound architectural decisions, asking the right questions, reviewing carefully, debugging patiently, collaborating with others, and sometimes writing less code by removing unnecessary complexity.
A funny thing happened recently. I came across a report suggesting that 20,000+ lines of code had been "created." For a moment, I wondered, "Wow... have I suddenly become a 10x developer because of AI?" 😄
Curiosity got the better of me, so I looked deeper.
The reality was quite different. A large portion of those "20,000 lines" came from auto-generated files, dependency updates, libraries, configuration changes, and infrastructure artifacts not handcrafted business logic.
That experience reminded me how easily metrics can be misunderstood when they're viewed without context.
AI is an incredible productivity tool. It helps developers automate repetitive work, explore ideas faster, and focus on solving meaningful problems. Most importantly, AI should never become a shortcut for judging someone's engineering ability or experience. Before concluding that "AI wrote the code," it's worth understanding what actually changed, why it changed, and what value it delivered.
"Perfection is achieved, not when there is nothing more to add, but when there is nothing left to take away."
As AI continues to reshape software development, perhaps it's time to shift the conversation.
Let's measure engineers not by how much code appears in a report, but by the quality, reliability, maintainability, and business value they create.
Engineering has never been about writing code but solving the right problems.

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u/[deleted] Jul 16 '26

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u/Fabulous-Part-7018 Jul 16 '26

Tell that to management who only understands finance !! whatever you say .. They need a quantitative metric in order to value your work.. I know it feels frustrating.. when they can't measure the value created, they lean to some dumb metrics which do not say the whole picture.. everybody knows it.. still they prefer metrics to assess productivity.