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Ask HN: How can I grow as an engineer in the AI era

1•jfsdk•55m ago
I'm a junior developer, with less than 1 yoe. I have to use AI at work because deadlines are tight, and if I try to solve something by myself, it would take too much time. Work has to be done like yesterday. I'm trying not to use AI when I fix some bugs because they don't have such tight deadlines, but I feel so behind when it takes too long.

As you can probably guess, AI is destroying me on different levels. It often creates much better solutions than I do because I don't know this large codebase well. It can write code without forgetting to add something somewhere. But sometimes I can see that the suggested solution is bad, and I argue with a soulless machine about it.

I don't know much. My solutions are too straightforward and stupid. I can't make architectural and design decisions, or the ones I make are simply bad. I can't sit down and describe how I'm going to solve something because I don't know what might come up when I start. And I'm trying not to feed slop to PR reviewers, and I truly learn something when they suggest something to me.

I want to be a good engineer, and I thought that if I started working, it would come to me naturally. But now I'm in this LLM loop where everyone is expected to use AI, yet it gives me nothing in terms of real experience, and people don't want to teach anyone anymore.

I don't know what to do. I want to become a good engineer even if this profession won't exist, and now my life and my family depend on my income, so I can't just decide "It's not for me".

What should I do? Spend my free time trying to understand the codebase without AI? Try to create something myself without AI? Improve my problem-solving skills, learn new things from books, practice implementation?

Ptrc: A pure integer framework for 100% deterministic generative art

https://github.com/GKW369/p-adic-takt-resonance-cosmology
1•GKW369-156•59s ago•0 comments

Image Blocks

https://glfmn.io/devlog/2026-10-23/
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Malaria Parasite Caught in the Act of Breaking and Entering

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Show HN: The Only Weather App You'll Ever Need

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Benchmarking Multimodal Agents for Robot Use Across Diverse Tasks, Embodiments

https://arxiv.org/abs/2610.10409
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Choosing Addiction Treatment in New Jersey: What Families Should Know in 2026

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2•rollinghillsnj•5m ago•0 comments

A Golden Age of Science Brought to You by the WH (Tyler Cowen Interview)

https://www.nytimes.com/2026/10/22/opinion/interesting-times-tyler-cowen-michael-kratsios.html
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Unstructured's New Models Outparse GPT-6, Claude and Gemini

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1•lmarol12•6m ago•0 comments

Why a world without friction is a world without progress

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2•ersinesen•8m ago•1 comments

Dagger 1.0 Beta

https://dagger.io/blog/dagger-10-beta/
3•shykes•8m ago•0 comments

LLM Multi-Agent Systems Are Vulnerable to Herding and Runaway Cascades

https://arxiv.org/abs/2610.30769
1•ersinesen•10m ago•0 comments

Preliminary report on H5N1 highly pathogenic avian influenza in Utah mink

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2•Guid_NewGuid•10m ago•0 comments

Show HN: Ts-polyglot – Call C/C++ or Rust functions directly from TypeScript

https://ts-polyglot.dev
1•emykhailenko•12m ago•0 comments

We gave an AI $100k to trade on leverage. Here's what it did

https://twitter.com/DeployFinance/status/2113642187074195945
1•bsv_gtd•13m ago•0 comments

Reforming English Spelling

https://blog.oup.com/2026/10/reforming-english-spelling/
1•jruohonen•16m ago•0 comments

We found 20 users within the first 10 minutes of launching using our own site

https://heardly.io/
1•samuelalubin•16m ago•0 comments

Ask HN: How do you get AI loops to converge?

2•outlore•16m ago•1 comments

Ruby RegEx could lead to RCE

https://www.ruby-lang.org/en/news/2026/10/23/regexp-fixes-for-gitlab-cves/
2•arlattimore•17m ago•0 comments

Cloudflare Is Having Issues

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5•palmeida•19m ago•0 comments

Agents fail like engineers, so I review them like engineers

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5•Azkar•19m ago•0 comments

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Show HN: Anyone else frustrated with mermaid diagrams?

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Show HN: A small audit script and config notes for the new PHP CVEs

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1•mc493•21m ago•0 comments

Local AI Is Not as Private as You Think [video]

https://www.youtube.com/watch?v=3mx84MRj8lY
1•onemoresoop•22m ago•0 comments

XHToken/Spark-X2.6-4B

https://huggingface.co/XHToken/Spark-X2.6-4B
3•gmays•23m ago•0 comments

Moreutils: The utilities package every Unix/Linux/Mac OS developer should know

https://rentes.github.io/unix/utilities/2015/07/27/moreutils-package/
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Show HN: Aurora Agentic Terminal

https://aurora.shitworks.co/
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eMudhra served a revoked certificate for four days, then switched to Sectigo

https://sslboard.com/blog/emudhra-revoked-certificate.md/
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A new phishing technique targeting my coworkers today

https://imgur.com/ZgZ1cgs
2•Alex3917•27m ago•1 comments

Show HN: Still Mornings, slow mornings written down

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1•kyisaiah47•30m ago•0 comments