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Scanning 7.6 Petabytes of HuggingFace Training Data for Secrets

https://trufflesecurity.com/blog/scanning-7-6-petabytes-of-ai-training-data-for-secrets
1•882542F3884314B•3m ago•0 comments

To Find Happiness, I Stopped Talking. It Helped

https://www.nytimes.com/2026/08/01/opinion/happiness-silent-retreat.html
1•saikatsg•3m ago•0 comments

Random thoughts while gazing at the misty AI Frontier

https://blog.eladgil.com/p/random-thoughts-while-gazing-at-the
1•FinnKuhn•3m ago•0 comments

Why Fortran Is Still Used

https://www.matecdev.com/posts/why-fortran-still-used.html
1•leephillips•4m ago•0 comments

Supabase Evals: Benchmark for testing how well AI agents build using Supabase

https://supabase.com/blog/introducing-supabase-evals
1•maxloh•5m ago•0 comments

The Data Center Water Crisis Nobody's Talking About

https://comuniq.xyz/post?t=1476
1•01-_-•6m ago•1 comments

Lack of FISA reform lets federal govt surveil 'entire communities' with AI

https://www.thecentersquare.com/national/article_1e430e4c-82e5-48f7-aed1-681998d2cb02.html
1•01-_-•7m ago•0 comments

Why 95%+ of Startups Get the Forward Deployed Engineer Role Wrong

https://www.flybridge.com/ideas/the-bow/why-95-of-startups-get-the-forward-deployed-engineer-role...
2•nlpnerd•9m ago•0 comments

Show HN: SteerPlane – Deterministic runtime guardrails for AI agents

https://github.com/vijaym2k6/SteerPlane
1•vijaym2k6•16m ago•0 comments

How Google helped destroy adoption of RSS feeds (2023)

https://openrss.org/blog/how-google-helped-destroy-adoption-of-rss-feeds
2•pudgywalsh•18m ago•0 comments

Can a computer run [solely] on [unbacked] VRAM? (2016)

https://www.reddit.com/r/hardware/comments/4ooxyg/can_a_computer_run_on_vram/
1•peter_d_sherman•19m ago•0 comments

Ask HN: Should organizations be allowed to have all types of personl data(X.com)

1•dfps•21m ago•0 comments

Reddit Stock Collapses 23% as AI Eats Away at User Growth

https://www.barchart.com/story/news/3584357/reddit-stock-collapses-23-as-ai-eats-away-at-user-growth
5•thm•22m ago•1 comments

I Built Ziggers: A Marketplace to Hire Verified Gig Workers in Minutes

https://www.indiehackers.com/post/i-built-ziggers-a-marketplace-to-hire-verified-gig-workers-in-m...
1•Subanesh•23m ago•0 comments

NetBSD 11.0 Released

https://blog.netbsd.org/tnf/entry/netbsd_11_0_released
2•jaypatelani•28m ago•0 comments

Show HN: MakerStack: a pay-once maker page (SSR, OG images, custom domains)

https://makerstack.altuzar.dev/
1•altuzar•34m ago•0 comments

The Rise of Zero Fertility Desire in China

https://www.researchsquare.com/article/rs-8921502/v1
2•toomuchtodo•35m ago•2 comments

An honesty-first pipeline for AI-transcribing a small letter archive

https://aboxofletters.com/
1•tangentdesignco•36m ago•0 comments

Sovereign and European AI where your Data Stays under European law

https://melious.ai/
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Freelance front end and GenAI dev, open for client work

http://upwork.com/freelancers/surajg3
1•gsuraj•38m ago•0 comments

BorrowSanitizer Status Update – July 2026

https://borrowsanitizer.com/status/july_2026.html
1•arto•38m ago•0 comments

2026 Europhysics Prize honors discovery of third fundamental class of magnetism

https://www.eurekalert.org/news-releases/1137502
4•bookofjoe•42m ago•0 comments

Why Casper forked Rust's rand crate

https://casualhacks.net/blog/2026-07-27-why-i-forked-rand.html
3•fanf2•43m ago•0 comments

Show HN: Free AI Prompt Gen – A local-first, open-source prompt engineering tool

https://freeaipromptgen.com/
2•linuxterminal•44m ago•0 comments

Visa to Cut 7% of Workforce

https://www.bloomberg.com/news/articles/2026-07-28/visa-to-cut-7-of-workforce-as-ceo-seeks-to-rev...
4•tosh•47m ago•0 comments

An Odd Kind of Sympathy

https://willthefirst.github.io/synchronizing-metronomes/
1•willthefirst•47m ago•0 comments

Nimdai: Renowned British Gurkha climber and Netflix star confirmed dead

https://news.sky.com/story/nirmal-purja-former-british-special-forces-soldier-dead-after-avalanch...
1•frogfish•47m ago•0 comments

HTML Day 2026 Shanghai

https://rect.repair/html-2026/
1•adrianhon•48m ago•0 comments

Show HN: AllMCPs – Directory of MCP Servers

https://allmcps.com
1•ghosts_•55m ago•0 comments

U.S. lawmakers request information from DoorDash on use of Chinese AI models

https://www.cnbc.com/2026/07/31/us-lawmakers-doordash-chinese-ai-models.html
1•tito•56m ago•0 comments
Open in hackernews

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

1•pxheller•1y 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•1y 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•1y 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•1y 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.