frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Show HN: Penlog – a vision model reads my handwriting into Notion (and MCP)

https://penlog.app/
1•rickthomasjr•2m ago•0 comments

How Confident Are AI Classifiers About Their Own Confidence?

https://gmcirco.github.io/blog/posts/ai-calibration/calibration.html
1•apwheele•2m ago•0 comments

Making NumPy-ts as fast as native

https://nico.codes/notes/numpyts-optimization/
1•dupontcyborg•2m ago•1 comments

Speech Plus Prose 2000 vintage speech synthesizer, as used by Stephen Hawking [video]

https://www.youtube.com/watch?v=K4E01_ZfO5I
1•zdw•3m ago•0 comments

Show HN: Arol – Catch the deprecated code your Agents are writing

https://github.com/benminor/arol
1•benminor•3m ago•0 comments

Show HN: Pastebin for Agents

https://jotary.com/agents
3•redm•3m ago•0 comments

Telbex Kernel 0.2 Delayed

1•gnu779•4m ago•0 comments

Show HN: Anonymous voting with Privacy Pass, no accounts or IP logs

1•sakanakana00•5m ago•0 comments

Matrix – An installable Python CLI package for cross-device session jumping

https://github.com/Cole-Will-I-Am/Matrix
2•Colewilliamz•7m ago•0 comments

Turning Cloudflare's threat indicators into real-time WAF rules

https://blog.cloudflare.com/realtime-threat-intel-waf-rules/
1•ilreb•8m ago•0 comments

Starmaker

https://www.jordanvidrine.com/discovery-zone/starmaker/
1•jbv9901•9m ago•0 comments

Hoogle Translate

https://hoogletranslate.com/?q=scan&type=by-algo&expr=false&libs=false
2•tosh•9m ago•0 comments

You Bar

https://discord.com/blog/you-bar
1•ilreb•9m ago•0 comments

Vulnerability and Malware Checks in Uv

https://astral.sh/blog/uv-audit
2•ilreb•10m ago•0 comments

Show HN: A Highly Available Distributed Router for Global Realtime AI

https://cerebrium.ai/blog/thalamus-our-highly-available-distributed-router-for-global-realtime-ai...
1•wesrobin•10m ago•0 comments

Terry Tao Became an Evangelist for AI in Math

https://www.quantamagazine.org/how-terry-tao-became-an-evangelist-for-ai-in-math-20260608/
3•Tomte•13m ago•0 comments

China's Hukou System Is Stubbornly Resistant to Reform

https://jacobin.com/2026/06/china-hukou-mobility-services-inequality
2•PaulHoule•13m ago•0 comments

A 35B MoE on a 16 GB GPU, without the offload tax

https://www.lucebox.com/blog/spark
1•GreenGames•13m ago•0 comments

Text to Song Trend

https://musically.com/2026/06/01/suno-is-riding-the-wave-of-tiktoks-new-text-to-song-trend/
1•hmokiguess•13m ago•0 comments

Copy, paste, govern: Microsoft ghostwrote EU policy

https://algorithmwatch.org/en/copy-paste-govern-microsoft-ghostwrote-eu-policy/
1•jruohonen•13m ago•0 comments

MiMo-v2.5-Pro-UltraSpeed: 1T model with 1000 tokens per second

https://mimo.xiaomi.com/blog/mimo-tilert-1000tps
4•gainsurier•16m ago•0 comments

Bending Spoons Files for US IPO

https://sifted.eu/articles/bending-spoons-files-for-us-ipo
1•speter•16m ago•0 comments

I replaced Spotify with a homemade FM radio station

https://old.reddit.com/r/digitalminimalism/comments/1tes8yu/i_replaced_spotify_with_a_homemade_fm...
9•dredmorbius•18m ago•5 comments

Pharo – New VM Release

https://pharo.org/news/2026-06-02-NewVM.html
2•Tomte•18m ago•0 comments

Woolyss Chromium website shutting down 2026-08-31

https://chromium.woolyss.com/
2•brycewray•21m ago•0 comments

Building a Korean ambiguity solver fast enough to skip the GPU: 7,300 words/SEC

https://kimchi-reader.app/blog/int8-cpu-korean-disambiguation
1•alaanor•22m ago•0 comments

AI and the invisible newcomer in open source

https://blog.stdlib.io/ai-and-the-invisible-newcomer-in-open-source/
2•kgryte•22m ago•0 comments

World Capitals Voronoi

https://www.jasondavies.com/maps/voronoi/capitals/
1•vincnetas•23m ago•1 comments

Amid a flood of AI advances astrophysicists are questioning soul of their field

https://www.science.org/content/article/amid-flood-ai-advances-astrophysicists-are-questioning-so...
1•bookofjoe•23m ago•0 comments

Ideogram 4.0

https://ideogram.ai/models/4.0/
2•pentagrama•23m ago•0 comments
Open in hackernews

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

25•DeborahEmeni_•1y 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•1y ago
We are using kustomize to create the yaml and argocd for deployment. All via ci and git-ops.

works really well

GauntletWizard•1y 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•1y ago
Also using Kustomiza and Argo. It's really good imo.
natbennett•1y ago
I prefer ytt for templating and kapp for deployments.

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

johnjungles•1y ago
ArgoCD
dvektor•1y 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•1y 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•1y 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•1y ago
Helmsman works great:

https://github.com/mkubaczyk/helmsman

b11484•1y 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•1y ago
My recommendation is fluxcd for a great gitops based workflow (incorporates soap for secrets)
atmosx•1y 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•1y 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•1y 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•1y 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•1y ago
+1 for Kustomize
bithavoc•1y ago
I use Pulumi native package for Kubernetes, no more YAML, only instances of Typescript classes.
Kerbonut•1y ago
I built my own tooling around templated manifest files (jinja2) and management via ansible playbooks (templated).
1024kb•1y 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•1y 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•1y ago
https://github.com/apple/pkl-k8s
uaas•1y 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•1y 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.