What AI-Assisted Coding Actually Means for Your Career — and Why the News Is Better Than You Think
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Thanks for this post. I think lots of dev dilemma is raised here.
Here it is assumed that, the AI writes code in lang X which Timothy is skilled in.
I wonder how this below scenario would be handled:
Dev is skilled in language X but not in Y and she/he needs to produce in lang Y for some reasons.
The AI will generate it of course and dev will probably understand the data flow, data models and architecture well enough, but being not so skilled in syntax may cause her/him to skip possible optimization points or worse, possible error-prone areas.
Alptekin, you make a great point here. 💯
Margaret's answer, I think, would be this: Claude Code doesn't replace the need to understand the language you're shipping in. It lowers the barrier to entry, but it doesn't eliminate the responsibility. If you're producing production code in a language you don't know deeply, your review process needs to be proportionally more rigorous — and honest about its own limits.
The honest developer says 'I built this in Go with AI assistance and I'd want a Go practitioner to review it before it ships.' That's not weakness. That's good judgment, imho. ❤✨
Thank you and additionally imho, this could also be a good chance for the dev to build skills in this specific language too. It is like a mentor who never gets tired (but occasionally may fail to give the most correct answer - so one must be cautious)
An off topic question: How you learn anything? What is the technique or process you follow to learn a new language or skill? Is it possible to quickly learn something or we get it with years of practice?
I get really amazed when ever I see a new post about new language or skill from you.
csm, honestly — curiosity first, always. I follow what genuinely interests me, read deeply, and write about it to solidify my understanding. Writing is how I learn. Thank you for the kind words.🙏❤✨
Thank you for answering my question! When ever I like a topic or something I get instant fear that will I be able to master it properly. But, after hearing it from you, I think I was missing the joy in learning because of the rush to master it!
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I’m really glad the “The Secret Life of Claude Code” series started. Many of us use AI in software development, but there aren’t yet many established workflows, processes or best practices. It’s a time of trial and error, confusion, sometimes misuse.
It’s clear that the community is still trying to understand AI’s impact and how to integrate it effectively into our work. There is a lot of AI-related content from software engineers on platforms like Dev.to, Reddit, Medium, or LinkedIn, and there are understandable fears and concerns: in jobs, for junior developers, etc.
That’s why I think series like this are so valuable as part of the common effort to figure it out together. I’m sure the community will eventually develop stable and effective practices, and such series will make a huge difference in helping us do it 🙂
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Even though I don't agree with all, it was a great read. fun. I specially liked this:
There is some truth to that.
Just one correction, Timothy did not have a theory, he had a hypothesis or idea.
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@alptekin @marina_eremina
The point about 'judgment' being the next layer of skill really hits home. It’s easy to get the result with these tools, but the real work is actually understanding why a solution works before shipping it. Deepening the fundamentals definitely feels like the best investment right now. Great read!
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This is such a refreshing take! 🙌 Finally an article that's not just AI WILL REPLACE EVERYONE panic or "AI IS JUST A TOOL" dismissal. The Margaret vs Timothy dynamic really drives the point home.
That line about skill is not what you think it is hit different. In the age of AI, maybe being a senior dev isn't about knowing more syntax, but about knowing what questions to ask, what to trust, and what to ignore.
Would love to hear more about that "first evening with Claude Code" though What actually happened? Did Timothy go down a rabbit hole? Get stuck? Have that "wait this is wrong" moment?
Also, audio AND video versions? That's dedication! 🎧
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Great read – thanks for sharing on DEV!
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Thanks Aaron, this resonates with many researches actually
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