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Using group theory to explore the space of positional encodings for attention

https://blog.janestreet.com/using-group-theory-to-explore-positional-encodings-attention/
1•ingve•50s ago•0 comments

Technical Overview of an AI RAG System with React, Python, Laravel, Redis

https://gist.io/@alessandrofuda/c0513948003265e3548f288fef0e8ea1
1•aledevv•1m ago•0 comments

Show HN: Bumpy – versioning/changelog tool, fixed 120 open changesets issues

https://github.com/dmno-dev/bumpy
1•theozero•4m ago•0 comments

I got tired of hand-syncing AI coding rules across four tools

https://github.com/sampleXbro/agentsmesh
1•samplexBro•6m ago•0 comments

Show HN: I built a way to see if your SDK is AI-friendly

1•nguyenhu•11m ago•0 comments

Building a Threadiverse Community Platform

https://fedify.dev/tutorial/threadiverse
1•dahlia•12m ago•0 comments

Australia threatens tech companies with 2.25% tax if they don't pay publishers

https://www.theregister.com/2026/04/28/australia_news_bargaining_incentive/
2•defrost•16m ago•1 comments

How Do Perpetual Futures Differ from Spot Trading in Crypto?

https://www.bitdeal.net/cryptocurrency-exchange-development
1•harrisonrichrd•22m ago•0 comments

Meta prepares to undo acquisition of Singapore-based Manus after China ban

https://www.businesstimes.com.sg/international/global/meta-prepares-undo-acquisition-singapore-ba...
2•doppp•23m ago•0 comments

Freelancer for hire – full stack, ML, DevOps

1•Hopfield•24m ago•0 comments

Talos OS images are now bit-by-bit reproducible

https://github.com/siderolabs/talos/releases/tag/v1.13.0
1•matesz•26m ago•0 comments

I Use AI in 2026

https://fedepaol.github.io/blog/2026/04/25/how-i-use-ai-in-2026/
1•fedepaol•27m ago•0 comments

Come From

https://wiki.c2.com/?ComeFrom
1•pramodbiligiri•28m ago•0 comments

Steal Claude Code Architecture

https://teamcal.ai/blog/claude-code-architecture
1•rajl•31m ago•0 comments

How to build advanced features for AI chatbots on SSE

https://zknill.io/posts/everyone-said-sse-token-streaming-was-easy/
1•zknill•34m ago•0 comments

Show HN: VibeBrowser – Give your AI agent your real logged-in browser via MCP

https://www.vibebrowser.app/mcp
1•denis4inet•35m ago•0 comments

Show HN: Financial Database API for Vibe Coders

https://xfinlink.com
1•lyonghee97•43m ago•1 comments

Hotta GameDriverX64.sys shipping in Neverness to Everness preload

https://github.com/LaggyTMD/nte-driver-analysis
1•LaggyTMD•44m ago•0 comments

Anthropic Claude Code HERMES.md billing flaw

https://consumerrights.wiki/w/Anthropic_Claude_Code_HERMES.md_billing_flaw
1•Palmik•45m ago•0 comments

Scraping 241 UK council planning portals – 2.6M decisions so far

29•mebkorea•50m ago•34 comments

Show HN: BeVisible.app - Blog that runs itself

https://www.bevisible.app
2•evanyang•52m ago•0 comments

Xiaomi MiMo Orbit: 100T Token Grant for Builders

https://100t.xiaomimimo.com/
1•whtsky•54m ago•0 comments

SwiftBash: Pure-Swift, sandboxed bash interpreter

https://github.com/cocoanetics/swiftbash
2•ingve•54m ago•0 comments

Text Is the New Binary

https://andreabaccega.com/blog/text-is-the-new-binary/
2•veke87•57m ago•0 comments

Bugs in the original 1977 Cave Adventure Fortran source

https://colossalcave.cc/bugs.php
2•ultra-nick•59m ago•1 comments

A case report of someone who self-managed Fatal Familial Insomnia

https://pmc.ncbi.nlm.nih.gov/articles/PMC1781276/
1•abinaryquibit•1h ago•1 comments

Asimov v1: Open-Source Humanoid Robot

https://github.com/asimovinc/asimov-v1
1•Philipp2398•1h ago•0 comments

I built a coach for people who are tired of being yelled at by Stockfish

https://chessmentorai.com/en
1•sepiropht•1h ago•0 comments

Set a Meeting Budget

https://alexhans.github.io/posts/meeting-budget.html
2•alexhans•1h ago•1 comments

Ask HN: When might we not have to do laundry or fold clothes or cook

2•samarthv•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•11mo 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•11mo 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•11mo 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.