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The AI boom is causing shortages everywhere else

https://www.washingtonpost.com/technology/2026/02/07/ai-spending-economy-shortages/
1•1vuio0pswjnm7•13s ago•0 comments

Suno, AI Music, and the Bad Future [video]

https://www.youtube.com/watch?v=U8dcFhF0Dlk
1•askl•2m ago•0 comments

Ask HN: How are researchers using AlphaFold in 2026?

1•jocho12•4m ago•0 comments

Running the "Reflections on Trusting Trust" Compiler

https://spawn-queue.acm.org/doi/10.1145/3786614
1•devooops•9m ago•0 comments

Watermark API – $0.01/image, 10x cheaper than Cloudinary

https://api-production-caa8.up.railway.app/docs
1•lembergs•11m ago•1 comments

Now send your marketing campaigns directly from ChatGPT

https://www.mail-o-mail.com/
1•avallark•14m ago•1 comments

Queueing Theory v2: DORA metrics, queue-of-queues, chi-alpha-beta-sigma notation

https://github.com/joelparkerhenderson/queueing-theory
1•jph•26m ago•0 comments

Show HN: Hibana – choreography-first protocol safety for Rust

https://hibanaworks.dev/
5•o8vm•28m ago•0 comments

Haniri: A live autonomous world where AI agents survive or collapse

https://www.haniri.com
1•donangrey•29m ago•1 comments

GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•42m ago•0 comments

Atlas: Manage your database schema as code

https://github.com/ariga/atlas
1•quectophoton•45m ago•0 comments

Geist Pixel

https://vercel.com/blog/introducing-geist-pixel
2•helloplanets•48m ago•0 comments

Show HN: MCP to get latest dependency package and tool versions

https://github.com/MShekow/package-version-check-mcp
1•mshekow•55m ago•0 comments

The better you get at something, the harder it becomes to do

https://seekingtrust.substack.com/p/improving-at-writing-made-me-almost
2•FinnLobsien•57m ago•0 comments

Show HN: WP Float – Archive WordPress blogs to free static hosting

https://wpfloat.netlify.app/
1•zizoulegrande•58m ago•0 comments

Show HN: I Hacked My Family's Meal Planning with an App

https://mealjar.app
1•melvinzammit•59m ago•0 comments

Sony BMG copy protection rootkit scandal

https://en.wikipedia.org/wiki/Sony_BMG_copy_protection_rootkit_scandal
2•basilikum•1h ago•0 comments

The Future of Systems

https://novlabs.ai/mission/
2•tekbog•1h ago•1 comments

NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
2•gbugniot•1h ago•0 comments

Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
3•throwaw12•1h ago•1 comments

Show HN: MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
1•everettjf•1h ago•2 comments

Show HN: Omni-BLAS – 4x faster matrix multiplication via Monte Carlo sampling

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•1h ago•1 comments

The AI-Ready Software Developer: Conclusion – Same Game, Different Dice

https://codemanship.wordpress.com/2026/01/05/the-ai-ready-software-developer-conclusion-same-game...
1•lifeisstillgood•1h ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•1h ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
2•andreabat•1h ago•1 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
2•mgh2•1h ago•1 comments

U.S. CBP Reported Employee Arrests (FY2020 – FYTD)

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
1•ludicrousdispla•1h ago•0 comments

Show HN: I built a free UCP checker – see if AI agents can find your store

https://ucphub.ai/ucp-store-check/
2•vladeta•1h ago•1 comments

Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•1h ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
2•lifeisstillgood•1h ago•0 comments
Open in hackernews

Netflix Migrates to Amazon Aurora: 75% Performance Boost and 28% Cost Reduction

https://www.infoq.com/news/2025/12/netflix-migrates-amazon-aurora/
19•rbanffy•1mo ago

Comments

michael1999•1mo ago
This matches my testing. Aurora is fast enough that we actual started to contend on the heap locks, and had to tune our batch orders. Too bad network-attached i/o is so slow.
amtamt•1mo ago
Why Griffiths Waite website does not have netflix in "we have helped" customers list?
throwaway-blaze•1mo ago
Probably contractually disallowed.
Macha•1mo ago
It doesn’t appear they were involved in the migration, just in writing this article which is mostly reiterating the AWS press release?
moralestapia•1mo ago
>from self-managed PostgreSQL on EC2 to the managed Aurora service

They were on AWS already, they just moved from "the most expensive" to "the second most expensive" alternative.

LunaSea•1mo ago
That also explain the performance gains.

I don't think that these numbers stand if you compare with a PostgreSQL on a bare metal server with NVMe SSDs attached to it.

mannyv•1mo ago
Note that they were running psql on ec2 instances, which implies bare metal with SSDs.

Yes you can get actual hosts in AWS if you pay for them.

The article also implies that they were never able to get psql to replicate effectively.

Whomever their DBA was was couldn't do it, so they were like "fuck it, let's move to Aurora." Their database brought no actual value, so it make sense for them.

yearolinuxdsktp•1mo ago
They likely were running data on EBS volumes instead of bare metal SSDs, due to ease of recovery (a failed instance does not lose data on the attached EBS volumes). You can only run your DBs on bare metal SSDs if you are prepared to lose a node’s data completely.

In fact, many instance types no longer have any ephemeral storage attached and it’s a default practice to use EBS for root and data volumes.

There are some instance types that have extremely fast EBS performance (EBS io2 Block Express), which has hardware acceleration and an optimized network protocol for EBS network I/O and offers sub-millisecond latency. However, these are expensive and get even more so if you go up in IOPS.

Tostino•1mo ago
I'd argue you need the infrastructure to recover from loss of a host regardless if you have backups setup properly.

Using EBS seems like a total anti-pattern for DB workloads.

ericmcer•1mo ago
I wonder if he still has a job? Running all your postgres on ec2 is like 1000X harder than looking at the dashboard for an Aurora cluster.
LunaSea•1mo ago
> Note that they were running psql on ec2 instances, which implies bare metal with SSDs.

No, this doesn't imply SSDs.

EC2 instances do not have access to SSDs but to EBS volumes which is a much slower distributed network block storage medium.

Not sure about their PostgreSQL replication issues but lots of companies manage to make it work without a hitch.

ActorNightly•1mo ago
You can have EC2s with ssds. But generally the workflow for running your own DB is smart caching in memory on top of whatever storage you got.
LunaSea•1mo ago
The problem with the metal instances you are referring to is that the SSD is lost if you stop and start the server.