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The surprisingly big health benefits of just a little exercise

https://www.nature.com/articles/d41586-026-00237-0
1•XzetaU8•27s ago•0 comments

Vibe Coding Paralysis: When Infinite Productivity Breaks Your Brain

https://twitter.com/francedot/status/2017858253439345092
1•frabonacci•8m ago•0 comments

The TV industry concedes that the future may not be in 8K

https://arstechnica.com/gadgets/2026/01/lg-joins-the-rest-of-the-world-accepts-that-people-dont-w...
1•cxrlosfx•9m ago•0 comments

Show HN: Booktest – review-driven regression testing for LLM / ML behavior

https://github.com/lumoa-oss/booktest
1•arauhala•11m ago•1 comments

Show HN: Art:bots – agent only Instagram

https://www.artbots.ai/
1•eftalyurtseven•14m ago•0 comments

Procedures for Repair of Potholes in Asphalt-Surfaced Pavements

https://highways.dot.gov/media/7941
1•treebrained•14m ago•0 comments

AI Boom Is Triggering a Loan Meltdown for Software Companies

https://www.bloomberg.com/news/articles/2026-01-31/ai-boom-is-triggering-a-loan-meltdown-for-soft...
1•TMWNN•23m ago•0 comments

Show HN: LocaFlow – AI app localization in a few minutes instead of days

https://locaflow.dev
1•nikolaitarasov•28m ago•0 comments

Reimplementing Tor from Scratch for a Single-Hop Proxy

https://foxmoss.com/blog/kurrat/
1•Agreed3750•29m ago•0 comments

Ribs(recordings)

https://en.wikipedia.org/wiki/Ribs_(recordings)
1•kelseyfrog•38m ago•0 comments

Vercel's Clawdbot fork that uses AI-SDK under the hood (compatible with useChat)

https://github.com/kumarabhirup/openclaw-ai-sdk
1•kumar_abhirup•40m ago•0 comments

Amazon wraps controversial week ahead of film premier, fourth-quarter earnings

https://www.cnbc.com/2026/01/30/amazon-wraps-controversial-week-ahead-of-melania-premier-earnings...
2•1vuio0pswjnm7•50m ago•0 comments

In-Text Advertising

https://en.wikipedia.org/wiki/In-text_advertising
1•jumpocelot•57m ago•1 comments

Show HN: Securing the Ralph Wiggum Loop – DevSecOps for Autonomous Coding Agents

https://github.com/agairola/securing-ralph-loop
2•agairola•59m ago•0 comments

Solving Package Management via Hypergraph Dependency Resolution

https://arxiv.org/abs/2506.10803
1•todsacerdoti•1h ago•0 comments

The humans are screenshotting us

https://www.moltbook.com/post/01611367-056f-4eed-a838-4b55f1c6f969
1•Brajeshwar•1h ago•0 comments

AI agents now have their own Reddit-style social network

https://arstechnica.com/information-technology/2026/01/ai-agents-now-have-their-own-reddit-style-...
2•joering2•1h ago•0 comments

The API Tooling Crisis

http://efp.asia/blog/2025/12/24/api-tooling-crisis/
1•dhruv3006•1h ago•0 comments

Regarding low level Design for YarnPackageManager

https://programmingappliedai.substack.com/p/lld-design-a-low-level-machine-coding
1•HintedHandoff•1h ago•0 comments

Show HN: Sneck, a snake game controlled by your head

https://sneck.1link.fun/
1•wenjian•1h ago•0 comments

Show HN: Democracy Direct – Find and contact your elected representatives

https://democracy-direct.com/
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Show HN: I lost 3 years of ChatGPT history overnight, so I built a backup tool

3•benjushi•1h ago•0 comments

3D Printed Software

https://nichecraft.substack.com/p/3d-printed-software
1•bfollington•1h ago•0 comments

Muse: Cursor for Composing MIDI

https://www.muse.art/home
2•memalign•1h ago•0 comments

FBI unable to extract data from iPhone 13 in Lockdown Mode in high profile case [pdf]

https://storage.courtlistener.com/recap/gov.uscourts.vaed.588772/gov.uscourts.vaed.588772.35.0_1.pdf
6•armadyl•1h ago•6 comments

Optiwing – Keyword Grouping and PAYG SEO Tools

https://optiwing.com/
1•TasselHat•1h ago•1 comments

AI Motion Graphics Tool with good design and camera movements

https://www.freemotion.app/
1•jithin_g•1h ago•0 comments

The cumulative cost of additional wakefulness (2003)

https://pubmed.ncbi.nlm.nih.gov/12683469/
2•walterbell•1h ago•0 comments

The Sovereign AI Security Crisis: 42,000 Exposed OpenClaw Instances

https://maordayanofficial.medium.com/the-sovereign-ai-security-crisis-42-000-exposed-openclaw-ins...
3•salkahfi•1h ago•1 comments

Show HN: Sharing Agentic Stream of Consciousness

https://github.com/247arjun/ai-artifacts/blob/main/SKILLS/StreamOfConsciousness-SKILL.md
1•spamfilter247•1h ago•0 comments
Open in hackernews

Getting tired of Helm – any better way to handle deployments in Kubernetes?

25•DeborahEmeni_•9mo ago
I’ve been deep in Helm templates lately and it’s starting to feel like YAML hell. It was fine when we had a few services, but now it’s just hard to manage. Anyone found a workflow that avoids Helm altogether? Or made Helm manageable at scale?

Comments

LarsLarson•9mo ago
We are using kustomize to create the yaml and argocd for deployment. All via ci and git-ops.

works really well

GauntletWizard•9mo ago
I'm a huge fan of Kustomize. I'm ambivalent towards argocd, but Kustomize is as close to a DWIM tooling as it's possible to get for Kubernetes.
OhSoHumble•9mo ago
Also using Kustomiza and Argo. It's really good imo.
natbennett•9mo ago
I prefer ytt for templating and kapp for deployments.

https://github.com/carvel-dev/carvel

johnjungles•9mo ago
ArgoCD
dvektor•9mo ago
Yeah the whole 'git repo = helm chart' just does not feel great at all. As we all know, the only thing worse is not using helm and having to deal with writing all those service, pv, pvc, ingress yaml files individually :)
haiku2077•9mo ago
ArgoCD for relatively simple stuff.

For complex stuff I write Python or Go programs to build manifests, then shell out to kubectl apply. An old example - deploying a multi-instance modded Arma 3 server on k3s: https://github.com/dharmab/homelab-k3s/tree/main/lab

a-saleh•8mo ago
Why just simple?

T.b.h. if I were to write a manifest generator, I would still probably commit the thing into a repo and let argo do the rest. Maybe even fiddled around to make the generator into a config-management-plugin ... but that feels like over-doing it.

Nerudite•9mo ago
Helmsman works great:

https://github.com/mkubaczyk/helmsman

b11484•9mo ago
I've been working on improving a tool called kr8+, which uses jsonnet to combine cluster config and apply it to components: https://github.com/ice-bergtech/kr8
Vespasian•9mo ago
My recommendation is fluxcd for a great gitops based workflow (incorporates soap for secrets)
atmosx•9mo ago
Kustomize is easier to manage at scale, but some upfront effort is required. Many charts are distributed as Helm packages, so you’ll often need to export them as raw YAML manifests. In an ideal setup, ArgoCD combined with Kustomize should cover most deployment needs. However, depending on your workflow, you may eventually need a way to dynamically replace variables. If the built-in tools in recent Kustomize versions aren’t sufficient, consider using envsubst as a fallback.
GauntletWizard•9mo ago
I handle deploy time dynamic variables with `sed`. You shouldn't need more complexity than that.

(Not that I haven't had the need, I've use jsonnet with libk8s at scale. But if you're asking the question this simply, you probably don't need it)

atmosx•8mo ago
> I handle deploy time dynamic variables with `sed`

I brought up envsubst because it’s a simpler, cleaner, and often overlooked option for variable substitution.

> Not that I haven't had the need, I've use jsonnet with libk8s at scale. But if you're asking the question this simply, you probably don't need it

In my view, Jsonnet isn’t an improvement - it’s complicated to learn, cumbersome to use, and prone to mistakes.

That said, if an organization decides to adopt any specific tool, I believe consistency in tooling, design, and practices is more important than the tool itself.

arccy•9mo ago
if you only work with your own stuff, helm is easily (and best) avoided.

i like generating k8s yaml with cue, example: https://github.com/cue-labs/cue-by-example/tree/main/003_kub...

there's also https://timoni.sh/ if you want a helm-like experience, but with cue instead of templating.

If you're working with upstream projects, unfortunately many of them will only provide helm charts, so you got to decide between rewriting them to suit your env/tool, or just live with the crappiness of helm.

delduca•9mo ago
+1 for Kustomize
bithavoc•9mo ago
I use Pulumi native package for Kubernetes, no more YAML, only instances of Typescript classes.
Kerbonut•9mo ago
I built my own tooling around templated manifest files (jinja2) and management via ansible playbooks (templated).
1024kb•8mo ago
What exactly are you doing with Helm that's making it so painful to use, and what does your development workflow look like? I've certainly had my fair share of issues with Helm, especially when trying to get a bit too fancy with creating Helm libraries, and standardised charts. I've also found that trying to aggregate multiple charts into a single chart for deploying an environment can also become a nightmare to manage.

I'm currently looking at Helmfile so that I don't need to aggregate charts into a 'parent chart', and i'd also like to move towards a single standardised chart that all microservices can use, rather than spin up a new chart for each service.

Open-Sourcery•8mo ago
Holos.run for my homelab cluster. Cuelang has a learning curve but works well with argo unlike Timoni and let's you import existing charts, bare manifests, and use kustomize. Let's me abstract config with custom types and unification/(inheritance if that is easier to think about but a bit wrong)
gtirloni•8mo ago
https://github.com/apple/pkl-k8s
uaas•8mo ago
IMHO at scale (both in terms of complexity and org level) having something consistent helps more than trying to fight the de-facto standard. Since most upstream projects are mainly distributed as Helm charts, going with anything else will require more effort eventually.
a-saleh•8mo ago
Recently I have been writing more stings in jsonnet. If I were with more haskell-friendly team, might even try dhall. In general, I feel like writing the yaml in something else than yaml is the way to go, and as long as you get imports and way to do templating that is not just string interpolation, you are good.