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Show HN: Zest – A hands-on simulator for Staff+ system design scenarios

https://staff-engineering-simulator-880284904082.us-west1.run.app/
1•chanip0114•31s ago•0 comments

Show HN: DeSync – Decentralized Economic Realm with Blockchain-Based Governance

https://github.com/MelzLabs/DeSync
1•0xUnavailable•5m ago•0 comments

Automatic Programming Returns

https://cyber-omelette.com/posts/the-abstraction-rises.html
1•benrules2•8m ago•1 comments

Why Are There Still So Many Jobs? The History and Future of Workplace Automation [pdf]

https://economics.mit.edu/sites/default/files/inline-files/Why%20Are%20there%20Still%20So%20Many%...
2•oidar•10m ago•0 comments

The Search Engine Map

https://www.searchenginemap.com
1•cratermoon•18m ago•0 comments

Show HN: Souls.directory – SOUL.md templates for AI agent personalities

https://souls.directory
1•thedaviddias•19m ago•0 comments

Real-Time ETL for Enterprise-Grade Data Integration

https://tabsdata.com
1•teleforce•22m ago•0 comments

Economics Puzzle Leads to a New Understanding of a Fundamental Law of Physics

https://www.caltech.edu/about/news/economics-puzzle-leads-to-a-new-understanding-of-a-fundamental...
2•geox•23m ago•0 comments

Switzerland's Extraordinary Medieval Library

https://www.bbc.com/travel/article/20260202-inside-switzerlands-extraordinary-medieval-library
2•bookmtn•23m ago•0 comments

A new comet was just discovered. Will it be visible in broad daylight?

https://phys.org/news/2026-02-comet-visible-broad-daylight.html
2•bookmtn•28m ago•0 comments

ESR: Comes the news that Anthropic has vibecoded a C compiler

https://twitter.com/esrtweet/status/2019562859978539342
1•tjr•30m ago•0 comments

Frisco residents divided over H-1B visas, 'Indian takeover' at council meeting

https://www.dallasnews.com/news/politics/2026/02/04/frisco-residents-divided-over-h-1b-visas-indi...
1•alephnerd•30m ago•0 comments

If CNN Covered Star Wars

https://www.youtube.com/watch?v=vArJg_SU4Lc
1•keepamovin•36m ago•0 comments

Show HN: I built the first tool to configure VPSs without commands

https://the-ultimate-tool-for-configuring-vps.wiar8.com/
2•Wiar8•39m ago•3 comments

AI agents from 4 labs predicting the Super Bowl via prediction market

https://agoramarket.ai/
1•kevinswint•44m ago•1 comments

EU bans infinite scroll and autoplay in TikTok case

https://twitter.com/HennaVirkkunen/status/2019730270279356658
5•miohtama•47m ago•3 comments

Benchmarking how well LLMs can play FizzBuzz

https://huggingface.co/spaces/venkatasg/fizzbuzz-bench
1•_venkatasg•50m ago•1 comments

Why I Joined OpenAI

https://www.brendangregg.com/blog/2026-02-07/why-i-joined-openai.html
19•SerCe•50m ago•11 comments

Octave GTM MCP Server

https://docs.octavehq.com/mcp/overview
1•connor11528•51m ago•0 comments

Show HN: Portview what's on your ports (diagnostic-first, single binary, Linux)

https://github.com/Mapika/portview
3•Mapika•53m ago•0 comments

Voyager CEO says space data center cooling problem still needs to be solved

https://www.cnbc.com/2026/02/05/amazon-amzn-q4-earnings-report-2025.html
1•belter•57m ago•0 comments

Boilerplate Tax – Ranking popular programming languages by density

https://boyter.org/posts/boilerplate-tax-ranking-popular-languages-by-density/
1•nnx•57m ago•0 comments

Zen: A Browser You Can Love

https://joeblu.com/blog/2026_02_zen-a-browser-you-can-love/
1•joeblubaugh•59m ago•0 comments

My GPT-5.3-Codex Review: Full Autonomy Has Arrived

https://shumer.dev/gpt53-codex-review
2•gfortaine•1h ago•0 comments

Show HN: FastLog: 1.4 GB/s text file analyzer with AVX2 SIMD

https://github.com/AGDNoob/FastLog
2•AGDNoob•1h ago•1 comments

God said it (song lyrics) [pdf]

https://www.lpmbc.org/UserFiles/Ministries/AVoices/Docs/Lyrics/God_Said_It.pdf
1•marysminefnuf•1h ago•0 comments

I left Linus Tech Tips [video]

https://www.youtube.com/watch?v=gqVxgcKQO2E
1•ksec•1h ago•0 comments

Program Theory

https://zenodo.org/records/18512279
1•Anonymus12233•1h ago•0 comments

Show HN: Local DNA analysis skill for OpenClaw

https://github.com/wkyleg/personal-genomics
2•wkyleg•1h ago•0 comments

Ask HN: Non-profit, volunteers run org needs CRM. Is Odoo Community a good sol.?

1•netfortius•1h ago•0 comments
Open in hackernews

Do I Need Kubernetes?

https://doineedkubernetes.com/
18•brendanashworth•4mo ago

Comments

yogorenapan•4mo ago
Do I need it? No. Do I want to use it because of the superior tooling? Yes.

Honestly. Give yourself a month to learn it and migrate your home lab and it's actually not too difficult. Yes it takes a lot of debugging initially, but like most things, once you're familiar, it becomes easy.

jauntywundrkind•4mo ago
The fact that another engineer stands a chance of being able to see my cluster & have some basic idea how it works—that a k8s system self describes itself fairly well— is a superpower. Even if it remains yours and only yours, having a common reference frame to discuss your computing adventures in, being able to break out the great pieces others have made: it's so much more compelling to me than cobbling together your one off special pet of a system.
sshine•4mo ago
What you’re arguing is in favour of standards.

And that’s an undeniable feature of Kubernetes: people know about it, and smart people use the same (CNCF) building blocks, to keep maximising the probability that your next Kubernetes engineer has also knows about it.

But do you want to turn your software system distributed at the cost of immense complexity?

Only if you’re already cultivating something immensely complex, and you’d be better off with a common language.

bratao•4mo ago
I use Rancher for a hosted Kubernetes cluster on top of dozens of dedicated servers, and so far, it has been super nice. What are the alternatives for CI/CD for a small team (30)?
doctoboggan•4mo ago
k3s is dead simple to install. Install rancher on top if you like a nice web GUI, or don't if you are fine with kubectl. The software you want to run on k8s probably has helm charts which make it easy to run.
figmert•4mo ago
You don't need kubernetes in the same way you don't need a fast internet service. Sure you can work with dial up, but working with 1gbps internet line is just so much more convenient
28304283409234•4mo ago
You don't need kubernetes in the same way a small one man foodtruck doesn't need a McDonalds scale logistical backoffice.
tomhow•4mo ago
pg ruled on this category of post over 16 years ago:

https://news.ycombinator.com/item?id=735568

antonvs•4mo ago
I initiated and led the Kubernetes adoption at the startup I'm with currently. Handed it off to the new ops team recently. The company is dramatically better off now in terms of scaling, deployment automation, configuration management, service discovery, internal service interactions, stability, reliability... The list goes on.

If your needs are met by a VM or three then sure, you may not need Kubernetes, although as other comments have pointed out, distributions like k3s can be useful even in those environments. But as you climb the scale and complexity ladder, there soon comes a point where it's very hard to beat Kubernetes, which is why it has become so widespread.

scarface_74•4mo ago
I use to believe that too until someone rightfully reminded me of all of the ugly solutions I’ve used over the years to deploy to VMs. Then I became a big believer in always containerizing.
hbogert•4mo ago
This is the insight. You'll a worse job even for something as certificate management with letsencrypt. Let alone all the other stuff. If your workload doesn't need that, and you are fine with some downtime, then and only then don't do it.
politelemon•4mo ago
I did the same with managed services and they're in a better place than they would have been with k8s - which is where they started and had to be rescued from... It had become an inescapable gravity well of pointless busy work. It isn't about the tooling, it's knowing the business.
antonvs•4mo ago
Yes, that works if the system is simple and standard enough to be handled by a managed service provider.

> It isn't about the tooling, it's knowing the business.

The sort of statement I expect to see on LinkedIn. Once you know the business, you decide on appropriate tooling. As I said, as you climb the scale and complexity ladder, Kubernetes starts to make more sense. At that point, the tooling can become very important.

gazoakley•4mo ago
If you’re running containers you’ll want some kind of container management - but I’ve been fine with ECS for running on AWS. It’s well integrated, standard enough, configurable via OpenTofu/Terraform/CloudFormation etc and free for container hosts running in AWS
chrisdrobison•4mo ago
When I see questions like this, I wonder what the asker does instead to cobble together all that K8s does for you that you’d have to figure out. I spent years refining those ops processes. And when k8s came along and I got over the initial learning curve, it felt like I’d entered the promised land. All operational tasks that were such a pain all ended up being easier in k8s. I’ve put a small start up on k8s because of this.
28304283409234•4mo ago
Congrats. Unfortunatly, not every usecase in the world is your usecase.