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Show HN: Beacon (open source) – Built after AWS billed me 700% more for RDS

https://beaconinfra.dev
1•matebajusz•48m ago
I've been hosting my side project on AWS. I was paying an okay price for not managing infrastructure at all. I moved everything to AWS Ligthsail after my startup credits run out. The project was initially a success and made several thousand euros per month in revenue. Then came covid with new regulations, and suddenly my customers were non existent (the problem it solved was no longer there). After that it was not making me money, I was paying it from my own pocket to maintain it, thinking maybe it will come back. Then one day, after some ignored spam AWS emails, I got a huge charge on my card, along with a bill from AWS. The charge was orders of magnitude higher than the previous charges."WTF??" I said to myself while rushing to log into the dashboard to see what the issue was.

No DDoS, no misconfiguration, nothing unusual. I logged into the root account to look at the billing page, and there it was:RDS PostgreSQL legacy fee ~€200 because I did not upgrade to Postgres 16 (from 13).

I was baffled. I paid monthly €25 (27% tax included) for the smallest RDS instance, then I see this monster fee for something I think should cost maybe €2. I mean AWS just has to run it in a different environment. For €200 I could buy them a new server to run it for me.

That's when I had the realization: "I have a spare Raspberry Pi 3, I'll just host everything on that. That will be for free." But self-hosting came with it's own challenges, especially on a resource-constrained device. I needed better tools to deploy and monitor my application. SSH-ing into the Raspberry Pi every time I wanted to deploy a newer version was a pain in the ass. So was debugging issues. Existing deployment and monitoring solutions were either too expensive, too complex, or didn't work well with resource-constrained devices like Raspberry Pi. Examples: * Grafana/Prometheus for monitoring: Over-engineered for my needs. * OpenSearch/ELK for logs: A nightmare on low-resource devices. * Metabase for dashboards: A ram hungry monster that eats up more resources than if I hosted 100 applications. And to access the db remotely opening a port and putting it behind Cloudflare Zero Trust is much easier than setting up Metabase.

So I decided to build my own deployment and montitoring agent, and why not make it opensource? The agent can currently deploy applications from github by polling release tags, monitor device metrics, alert when thresholds are reached, forward logs to cloud dashboard. It's still in development, with features improving every week. If you are interested, give it a start on Github.

CVE-2025-59489 Unity Runtime before 2025-10-02 on Android, Windows, macOS, Linux

https://www.cve.org/CVERecord?id=CVE-2025-59489
1•bcjordan•1m ago•0 comments

Show HN: Lootbox – CLI that unifies MCP and custom functions for Claude Code

https://github.com/jx-codes/lootbox
1•jmcodes•1m ago•0 comments

AI chipmaker Cerebras withdraws IPO

https://www.cnbc.com/2025/10/03/cerebras-withdraws-ipo-ai.html
1•zerosizedweasle•4m ago•0 comments

Show HN: Melony – Stream React components from AI responses with zero latency

https://www.melony.dev/
1•ddaras•5m ago•0 comments

Long Term High-Salt Diet Induces Cognitive Impairments

https://advanced.onlinelibrary.wiley.com/doi/10.1002/advs.202502099
1•geox•6m ago•0 comments

You are holding BUILD files wrong

https://blogsystem5.substack.com/p/you-are-holding-build-files-wrong
1•pykello•7m ago•0 comments

What it means to be illiquid – learning how hard it is to get money out

https://www.economist.com/special-report/2025/05/23/what-it-means-to-be-illiquid
2•zerosizedweasle•8m ago•1 comments

AegisShield: Democratizing Cyber Threat Modeling with Generative AI

https://arxiv.org/abs/2509.10482
1•PaulHoule•8m ago•0 comments

Bay Area university issues warning over man using Meta AI glasses on campus

https://www.sfgate.com/bayarea/article/meta-glasses-university-san-francisco-warning-21082719.php
1•randycupertino•8m ago•1 comments

Gore Vidal: American Prophet

https://www.newstatesman.com/ideas/2025/10/gore-vidal-american-prophet
1•B1FF_PSUVM•10m ago•0 comments

Creative hobbies could slow brain ageing at the molecular level

https://www.nature.com/articles/d41586-025-03197-z
1•rntn•11m ago•0 comments

How does gradient descent work?

https://centralflows.github.io/part1/
1•jxmorris12•11m ago•0 comments

Optimizing a 6502 image decoder – part II: assembly

https://www.colino.net/wordpress/en/archives/2025/10/03/optimizing-a-6502-image-decoder-part-ii-a...
2•homarp•11m ago•1 comments

The only benchmark that matters

http://www.kroah.com/log/blog/2025/10/01/the-only-benchmark-that-matters-is.../
1•LorenDB•12m ago•0 comments

Oracle Apps Exploited by Hackers in New Extortion Campaign

https://www.bloomberg.com/news/articles/2025-10-02/cyber-group-extorting-executives-with-claims-o...
1•rbanffy•14m ago•0 comments

Tilly Norwood: Hollywood is fuming over a new 'AI actress' – CNN Business

https://www.cnn.com/2025/09/30/tech/hollywood-ai-actor-backlash
1•rbanffy•14m ago•1 comments

WMS Gestionale Magazzino – Morlappo Srl

https://github.com/morlapposrl/wms-warehouse-management
1•billyrudi•14m ago•1 comments

The Intifada Comes to Britain

https://www.thefp.com/p/the-intifada-comes-to-britain
2•donsupreme•16m ago•0 comments

Robotic in vitro fertilization is creating a new generation of babies

https://www.washingtonpost.com/technology/2025/10/01/ivf-babies-ai-robots-fertility/
2•rbanffy•16m ago•0 comments

Plot to cripple cell service in NY was bigger than first thought

https://abcnews.go.com/US/thwarted-plot-cripple-cell-service-ny-bigger-thought/story?id=126057249
1•next_xibalba•18m ago•0 comments

Windows 10 ESU for EEA still not good enough

https://www.dedoimedo.com/computers/windows-10-esu-eea.html
1•phreack•19m ago•0 comments

Sora and the Big Bright Screen Slop Machine

https://thezvi.substack.com/p/sora-and-the-big-bright-screen-slop
1•paulpauper•19m ago•0 comments

China has only one time zone

https://en.wikipedia.org/wiki/Time_in_China
2•jameslk•20m ago•0 comments

AI Self-Preferencing in Algorithmic Hiring: Empirical Evidence and Insights

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5417394
1•paulpauper•20m ago•0 comments

OpenAI Launches Parental Controls for ChatGPT After Teen's Death

https://finance.yahoo.com/news/openai-launches-parental-controls-chatgpt-100800605.html
2•gmays•22m ago•0 comments

Reconstruction of Konrad Zuse's Z3 Computer

https://dcmlr.inf.fu-berlin.de/rojas/index.html%3Fp=560.html
2•andsoitis•24m ago•1 comments

Sam Altman Says the GPT-5 Haters Got It All Wrong

https://www.wired.com/story/sam-altman-says-the-gpt-5-haters-got-it-all-wrong/
1•welovebunnies•24m ago•1 comments

ROS – Robot Operating System

https://www.ros.org/
2•welovebunnies•25m ago•0 comments

The phenomenon of eternal network applications

https://medium.com/@master.oleg255/the-phenomenon-of-eternal-network-applications-6a6f400966b6
1•master255•26m ago•1 comments

Baudot Code

https://www.dcode.fr/baudot-code
1•andsoitis•26m ago•0 comments