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What Is Project Aion? Inside Microsoft's Agentic Copilot OS

https://www.windowscentral.com/microsoft/windows-11/project-aion-copilot-os-faq
1•atan2•44s ago•0 comments

Is 'The College Board' a Nonprofit or a $1.6B Testing Monopoly?

https://www.forbes.com/sites/scottwhite/2025/05/26/the-college-board-exposed-nonprofit-or-16-bill...
1•Baljhin•2m ago•0 comments

Matrix Multiplication on Blackwell

https://www.modular.com/blog/matrix-multiplication-on-nvidias-blackwell-part-1-introduction
1•skidrow•3m ago•0 comments

Toward Better Hip Kernel Generation for AMD GPUs

https://scalingintelligence.stanford.edu/blogs/hipkernels/
1•skidrow•3m ago•0 comments

Show HN: Nimbus - open-source AI agent that operates your AWS and GCP

https://github.com/hritvikgupta/nimbus
1•hritvik29•4m ago•0 comments

Full Writeup of the Windows GDID

https://github.com/SmtimesIWndr/gdid-reversal
1•typeofhuman•4m ago•0 comments

CubeSandbox

https://github.com/tencentcloud/CubeSandbox
1•handfuloflight•5m ago•0 comments

Liftz: Your Gym Buddy

https://apps.apple.com/in/app/liftz-your-gym-buddy/id6779775357
1•linkesh•6m ago•0 comments

Jim's TrueType QR Code Font

https://github.com/jimparis/qr-font
1•gpvos•7m ago•1 comments

Show HN: Autoops – Multi-region data and service mesh operated by a Makefile

https://github.com/neospe/autoops
1•leschak•7m ago•0 comments

The Junior Developer Extinction: 67% Hiring Collapse Reshaping Tech Careers

https://hakia.com/news/junior-developer-crisis-2026/
1•panny•8m ago•0 comments

xAI makes its rebrand to SpaceXAI complete with a new logo

https://www.businessinsider.com/xai-rebrand-spacexai-new-logo-x-handle-spacex-2026-7
1•enlightpixel•9m ago•0 comments

Making a wazuh server in Python from scratch for fun and maybe profit

https://medium.com/@souzo/making-a-wazuh-server-in-python-from-scratch-for-fun-and-maybe-profit-c...
1•souzo•9m ago•0 comments

Current ListenBrainz server issues/high load, Part 2

https://blog.metabrainz.org/2026/07/06/current-listenbrainz-server-issues-high-load-part-2/
2•max-m•11m ago•1 comments

Show HN: Noriento – Train your sense of direction

https://noriento.com/
2•markoberkes•11m ago•0 comments

Show HN: Aestheticscience.net – A website for rating academic papers

https://aestheticscience.net/
3•pswjt•12m ago•0 comments

New app for Harry Potter fans

2•IDIRIS•13m ago•1 comments

How are you measuring Claude Code and Codex performance?

2•achalpandey•14m ago•1 comments

How ChatGPT Picks Sources (I Read the Network Traffic, Not the Outputs)

https://suganthan.com/blog/how-chatgpt-picks-sources/
2•trusche•16m ago•0 comments

Google Apps Script is now a Google Workspace core service

https://workspaceupdates.googleblog.com/2026/06/google-apps-script-workspace-core-service.html
2•kamphey•17m ago•0 comments

Kennel – Keep Your AI Agents Running Between Tasks

https://github.com/eranif/kennel
2•SableDb•18m ago•0 comments

Show HN: Free keyword search volume data

https://www.seodata.dev/
3•alentodorov•20m ago•0 comments

Look mom, no ADCs Scaling ML analog compute to 1000x lower energy than digital

https://sangota.substack.com/p/analog-can-scale-heres-how
2•sango_ta•21m ago•0 comments

x.ai Voice Agent Builder

https://x.ai/voice
2•dawie•22m ago•1 comments

Attribute Knowledge RAG Pattern for Governed AI Agents

https://superml.dev/attribute-knowledge-rag-pattern-llm-governed-attributes
2•bps1418•26m ago•0 comments

Titan's Resources and Their Utilization

https://arxiv.org/abs/2606.06608
4•bookofjoe•27m ago•0 comments

Geocentric Orrery

https://navlist.net/Geocentric-Orrery-TrammellH-jul-2026-g58762
2•helterskelter•29m ago•0 comments

California's winery shakedown tests limits of free speech, association

https://nypost.com/2026/07/05/us-news/californias-winery-shakedown-tests-limits-of-free-speech-as...
2•SilverElfin•33m ago•0 comments

As Amazon lets Mechanical Turk fade, Mercor hits a $2B gross run rate

https://runtimewire.com/article/as-amazon-lets-mechanical-turk-fade-mercor-hits-a-2-billion-gross...
2•ryanmerket•33m ago•1 comments

Show HN: Built multi-hop passenger transfer routing for a browser train SIM

https://overlandgame.netlify.app/
2•aashishharishch•34m ago•1 comments
Open in hackernews

Learning to code is still worthwhile

https://stevekrouse.com/learn-to-code
55•stevekrouse•1h ago

Comments

dyauspitr•43m ago
Only because the US government is putting a bar on how intelligent of a model they are willing to allow and it seems like we are already at it. China won’t stop though so it’s going to be months to a year before we get models where learning to code makes no sense.
tcoff91•40m ago
I feel like no matter the model, it's going to be more powerful when used by a skilled software engineer vs a layperson.
dyauspitr•24m ago
For a little while. But we’re already at the point where a layperson can feed back errors into the LPM well enough for most apps for it to fix the problems and those are the errors it misses, it gets most of them on its own.
wgbowley•42m ago
Man, that makes coding tools, says you should learn to code lolz. I don't disagree. Just worth noting.
gonzalohm•40m ago
Learning anything is worthwhile. Just because you code in Python it doesn't mean that knowing how instructions are processed in a CPU or the memory is managed is useless.

The excuse that we don't need to know how things work because AI will take care of it is going to bite a lot of people on their asses

embedding-shape•15m ago
> The excuse that we don't need to know how things work because AI will take care of it is going to bite a lot of people on their asses

Abstractions always led to this sort of behavior. So many of my web development peers screamed at me for being curious about what happens behind/further down then the stack we were learning, and this was decades ago. Seems it differs a lot per person, and what I've found out only later, depending on the situation; nowadays I'm comfortable with both approaches of "this is below the abstraction I actually care about" and "No, I have to dive deeper to actually understand properly the abstraction level I'm at right now"

coupdejarnac•8m ago
Abstractions are one thing, not putting any effort into learning is another. People worry about the latter.
bix6•39m ago
There’s always value in the fundamentals you just might not get paid for them.
OhSoHumble•39m ago
> Code is a beautiful form of creative expression, as rich as literature or music

Something I'm trying to do right now is to build something and avoid using LLMs to write any code. I still use it to consult. I'm writing a Dota2 tournament match aggregator in Elixir that takes tournament streams and chronologically orders them in a format that makes it easier to watch them sequentially since I find YouTube hard to use for ingesting series of videos.

I'm building it because... I like programming. I like making things. I find that LLMs are making me intellectually lazy and making things with them feels unfulfilling. I want to build. It's human to want to build.

embedding-shape•13m ago
> I want to build. It's human to want to build.

Anything a human feels is human, regardless if it's to build or to not build :) Some people prefer some ways of building, others in other ways, it's all fine. I think lots of people forget that programming is a heavily creative endeavor in the end.

If I wanted to be slightly controversial, I'd argue building a program is more like painting a painting than building a bridge, for better and worse.

jdw64•39m ago
Learning itself still has value. Just because my arms and legs are shorter than others doesn't mean I should cut them off. Just because an LLM can do most things better than I can doesn't mean I should stop learning. Also, whether the LLM's knowledge is suited for humans is a separate issue. This isn't limited to coding—all fields of study are ultimately humanity's process of understanding the world, and it's participating in that historical process that has been passed down from our ancestors. I think the idea that something has or doesn't have value just because an LLM exists is purely a capitalistic perspective. I sincerely question whether something that doesn't generate money in a capitalist sense is truly without value
specproc•31m ago
Just because I have a car doesn't mean I should stop walking.
preommr•38m ago
The problem is that coding was sold as the pancea. If you were fired, "learn to code", if you're in prison, "learn to code", if you're in kindergarden, "learn to code".

Even in this article, it's talking about how it's a good way to learn math and formal thinking. Yea, as an application. If you want to learn math, learn some basic fundamentals tied specifically to math, and then come apply it to code.

Coding is like welding in that it's a useful skill, a craft unto itself, but also integral for modern day manufacturing that opens up a world of possibilities. You don't see welding being suggested as a form of excercise, or the ticket to being a multi-millionaire.

holtkam2•37m ago
If you want to fully understand / contribute to / fully leverage the most powerful technology humanity has ever devised (AI), you must learn to read and write code. That’s the only reason anyone should need.
avaer•34m ago
Those are not compelling arguments.

If the best we've got for convincing people to learn to code is that it's like math notation (the most hated part of math for the uninitiated), or pretty like a violin (useless for a new grad), then coding is in serious trouble.

IMO a better argument is it helps you "think like a computer". But if you wanted to learn that there are many video games I'd recommend mastering instead of learning to code. For most people "learn to code" is like telling programmers to "learn asm".

(I've been coding ~30 years)

altruios•17m ago
The most compelling reason to learn to code is exactly the same reason to read lots of books (fiction or otherwise). It exercises your brain. A brain that can easily sort, parse, and understand basic logic and control flow is more resistant to propaganda and influence. Which is the same benefit a lot of reading does, but for different avenues of thinking (more worldviews exposed to -> more critical thought of each of those views -> more critical thinking in general).
em-bee•12m ago
learning lots of different games would achieve the same objective.
embedding-shape•11m ago
But that in itself also isn't compelling to lots of people, why should they care about "exercising your brain"? I do it because it's fun, probably the most common reason I do anything, or because it feels nice. But probably exercising my brain for me is fun and makes me feel nice, this isn't true for everyone, sadly.
em-bee•14m ago
somesortofthing•34m ago
I think pieces like this miss the forest for the trees. Software is the bottleneck for a vast array of economic activities. Attention from intelligent people is most of the rest. Both are mostly-commoditized already and are just waiting around for technological diffusion and the closing of the RSI loop. Unless you're doing so as a hobby with no expectation of returns, I'm not sure what, if anything, is worth learning anymore.
PessimalDecimal•31m ago
Lots of unsubstantiated claims here
abc_lisper•23m ago
I don't know how one would build anything without knowing. If it was true, I would be building a competitor to Anthropic right now.
Madmallard•16m ago
I mean only people with billions of dollars can make competitors to anthropic because of necessary compute costs

that's the barrier to entry

sublinear•33m ago
I don't entirely disagree, but I absolutely hate these blog posts. They always miss the point entirely. It's been enough years of this that it seems like a deliberate muddying of waters.

"Knowing how to code" has always been poorly defined and full of silly arguments. Nobody employs code monkeys. What matters more is that you understand how things work. There's zero progress on that with AI. LLMs might even be negative progress on education.

psadri•29m ago
Learning to code = understanding a problem, breaking it down into small, manageable pieces, putting all the pieces back together. Debugging. Iterating towards better metrics, etc.

All these are amazingly valuable skills/mindsets that can be highly portable to other "problem solving" domains.

wasting_time•25m ago
The era of LLMs is similar to when Magic was discovered in the 1400s.

The layperson may be able to get ahold of a spellbook, but without Understanding it comes with high risk of turning your niece into a frog.

Whereas Wizards can cast increasingly powerful spells that build on each other, and make Art.

NuclearPM•13m ago
I can’t tell if you’re serious or not.
codazoda•11m ago
I think he’s wasting time.
NonHyloMorph•5m ago
Well good for him
hahooh•20m ago
it sounds like backing up any learning... not just coding
MrLeap•18m ago
To create things via AI without being able to comprehend the output is to trust completely in the agent(s). Operating that way is more optimistic than experience has taught me to be.
p1necone•15m ago
Anecdotally, the people who I know who were not particularly good developers pre-llms still manage to produce bad code even using flagship models now.

I think having solid knowledge/understanding of good architecture and general practices is still crucial, and it's easy to forget that the foundational knowledge and instinct you take for granted now actually took a lot of time and effort to learn when you were less experienced.

adamddev1•10m ago
Please correct me if I'm wrong, but aren't AI agents replacing the coding mostly being done on the outer layers of development? I mean, end user applications, apps, dashboards, business applications? On this "outer crust" people can tolerate things 99% accuracy, or bloated code. A vibe coded app can be argued to be "good enough." (Even then, look at the disaster that Microsoft apps have become post AI adoption.)

But people are still staying away from LLMs on the critical compilers, frameworks, tools and libraries that people need to really rely on. No one wants to build on code that is 99% accurate or bloated. No one wants to use an AI coded web browser. To really build good building materials, you need to code it and know what you're doing.

em-bee•6m ago
doesn't the recent bun controversy tell a different story?
bad_haircut72•5m ago
This type of comment retroactively assigns human written code a quality which it has never had. "No one wants to build on code that is 99% accurate or bloated" - my friend have you ever used Windows??
Rover222•6m ago
"Code is a beautiful form of creative expression, as rich as literature or music"

Um no, you've gone too far.

em-bee•4m ago
i recommend you look at the demo scene for a counter argument.
i think video games are to abstract to connect them to learning to think like a computer.

the most useful thing i learned about computers is to create logic gates by hand. nothing gave me a deeper insight into how a computer works than that. programming is the next step up. you can skip all the layers in between because you can extrapolate them. no need to learn assembler, but it may be worth reading about it, just to get an idea.

understanding the layers from logic gates, to assembly, to programming, to games and now AI is kind of like reading about the OSI model to understand networking. it's one layer of abstraction on top of another.

learning programming is worthwhile because it is the highest layer of abstraction that is shared by everything above it. despite there being hundreds of programming languages, the concepts are all the same. once you understand programming through learning one language you can apply that understanding to almost all other languages. on the other hand there are tens of thousands of games in hundreds of types. not to mention all the other applications. the tree of variation explodes at that level.