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Softmax in front of CrossEntropyLoss: 16 other bugs PyTorch won't catch

https://gaox.substack.com/p/how-a-road-network-library-helped
1•neurarch•35s ago•0 comments

A Basic Interpreter in Markdown, Running "Natively" in Claude Code

https://dunkels.com/adam/llm-basic-interpreter-markdown/
1•adunk•5m ago•0 comments

Playing Atari ST Music on the Amiga with Zero CPU

https://arnaud-carre.github.io/2026-05-15-ym-fast-emu/
1•z303•8m ago•0 comments

Patrick Collison – Detroit Impressions

https://twitter.com/patrickc/status/2055733308877881807
1•rmason•11m ago•1 comments

UWB Mobile Suica isn't just walk-through gates, it's payments too

https://atadistance.net/2026/05/13/uwb-mobile-suica-isnt-just-walkthrough-gates-its-payments-too/
1•ksec•11m ago•0 comments

ConnectAI – LinkedIn DM Generator

https://chromewebstore.google.com/detail/connectai-—-linkedin-dm-g/cjfnhjpheldgcfmipcmibbmlfmpf...
1•sujalmeena•11m ago•1 comments

Contrast-Proofing Colors with CSS

https://dan-webnotes.com/posts/2026-05-16-contrast-proofing-colors/
1•dandep•14m ago•0 comments

Ten Signs of Fascism. America has all of them

https://rutgerbregman.substack.com/p/10-signs-of-fascism-america-has-all
3•fredski42•17m ago•0 comments

What the FDA won't tell you about your medications (transcript, Propublica)

https://www.propublica.org/podcast/what-fda-wont-tell-you-generic-drugs-safety
1•abawany•18m ago•0 comments

I built a fake Phantom wallet generator

https://larpwallet.app
1•Jhoney•19m ago•0 comments

Neptune: Direct3D Virtualization for QEMU

https://blog.getutm.app/2026/introducing-neptune-direct3d-virtualization-for-qemu/
2•oofdere•19m ago•0 comments

From raw logs to programmable EVM execution intelligence

https://blog.bridgexapi.io/the-anatomy-of-programmable-evm-execution-intelligence
1•Bridgexapi•23m ago•0 comments

kharp – k version 3 Language Interpreter in C#

https://github.com/ERufian/ksharp
1•tosh•24m ago•0 comments

2ality blog: temporarily offline due to AI stealing work

https://2ality.com/
2•mmarian•29m ago•1 comments

Domain Knowledge Is the Leverage

https://log.beshr.com/domain-knowledge-is-the-leverage/
1•beshrkayali•29m ago•0 comments

Project Prism |Fullstack Engineer – Abu Dhabi (Onsite) – Full-Time – Presight.ai

1•ylapin•31m ago•0 comments

Military Snipers Are Being Put Out of a Job by Drones

https://www.wsj.com/world/europe/military-snipers-are-being-put-out-of-a-job-by-drones-ae85a271
3•Michelangelo11•34m ago•0 comments

A cheap fix that saves the AI $400M dollars a year and brings 4B people online

https://codecai.net/
2•Zombwaffle•38m ago•0 comments

SIMD, cache and CPU internals with the expert Daniel Lemire [video]

https://www.youtube.com/watch?v=gqdFvYeMW5o
1•tosh•39m ago•0 comments

Anthropic just admitted AI is bullshit [video]

https://www.youtube.com/watch?v=juHv_Vi4giU
1•kshri24•41m ago•0 comments

Privacy Policy Changelog

https://www.fsf.org/about/free-software-foundation-privacy-policy/privacy-policy-changelog
1•toluc•42m ago•0 comments

Show HN: PathFinder – Map every path to your goal, then execute it step by step

https://pathfinderofficial.vercel.app/
2•SidVikJay•44m ago•0 comments

Musk vs. Altman week 3: Elon Musk and Sam Altman traded blows over each other's

https://www.technologyreview.com/2026/05/15/1137357/musk-v-altman-week-3/
3•joozio•59m ago•0 comments

Palantir's SaaS is dead claim is a warning shot for founders

https://startupfortune.com/palantirs-saas-is-dead-claim-is-a-warning-shot-for-founders/
2•01-_-•1h ago•0 comments

The US Is Using AI to Hunt Down Insider Trading on Polymarket

https://www.wired.com/story/polymarket-insider-trading-cftc-michael-selig-interview/
3•01-_-•1h ago•1 comments

Heroes of Might and Magic: Olden Era

https://store.steampowered.com/app/3105440/Heroes_of_Might_and_Magic_Olden_Era/
5•doener•1h ago•0 comments

Old English Pronunciation: A Comprehensive Reconstruction [video]

https://www.youtube.com/watch?v=WNQo54Ddte8
1•hnlyman•1h ago•0 comments

Team-memory – your team's shared brain, auto-built from Claude Code CLI or UI

https://github.com/AndrewSkea/team-memory
1•aski_dev•1h ago•0 comments

Abseil Common Libraries (C++)

https://github.com/abseil/abseil-cpp
1•tosh•1h ago•0 comments

Gaussian Splatting for Dummies

https://darshanmakwana412.github.io/2026/04/gaussian-splatting/
2•martianvoid•1h ago•0 comments
Open in hackernews

Ask HN: What's the best way to deploy container-based apps for a small project?

1•pxheller•12mo ago
Hi HN,

For the last couple of months I've been working on a side project I'd now finally like to publish.

I developed and packaged everything into a few small docker containers (2 python apps, 1 postgres db, and 1 db cleanup script in another container. I'll likely also add some reverse proxy like Nginx or Caddy) and run it locally using docker-compose, with all secrets in a .env file (although I could use docker secrets)

I thought about either using a managed Kubernetes service from a provider like DigitalOcean, or setting up a vServer from scratch with the help of some online guides and ChatGPT/Claude (as I don't have a lot of infrastructure experience).

What is your guys go-to-stack? Any recommendations that are relatively simple (or well-documented) to setup while still being cost-efficient and easy to scale? What are your experiences with services like dokku or dokploy?

Re scaling: I also considered using an external Postgres provider, allowing me to scale the "worker" services horizontally when needed.

Asked here because I'm sure it might be relevant for others, too. Thanks in advance!

Comments

austin-cheney•12mo ago
I wrote a Nodejs application to do this for me. It’s a personal project that serves as a dashboard for spawning web servers and docker compose instances. I am the only user of it so it’s probably not stable. The UI displays in a browser.

https://github.com/prettydiff/webserver

huksley•12mo ago
My experience:

- Dokku - too much shell scripting and you forget all the commands you typed after 1 year.

- Dokploy - you need to install it on your host. So it makes it difficult to switch to a bigger host.

So now I am actively developing a new platform which solves all this - DollarDeploy.

It makes it easy to deploy app from GitHub repo to the server of your choice, and automatically generate HTTPs cert, manage hosts, backups etc for $1/app/month.

Would be nice if you give it a try and provide feedback!

byrnedo•11mo ago
If you want, give skate a try ( https://github.com/skateco/skate ). I built it out of the frustration of having to learn the custom deploy syntax of all these other alternatives, instead it uses kubernetes manifests and is multi host.