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Show HN: System design interview practice with AI

https://scrimm.ai
1•ralfcheung•1m ago•0 comments

Nvidia is about to challenge 'Intel Inside' with as many as eight Arm laptops

https://www.theverge.com/games/867056/leak-nvidia-n1-n1x-laptops-lenovo-dell
1•BeetleB•2m ago•0 comments

Exploring Linux on a LoongArch Mini PC

https://www.wezm.net/v2/posts/2026/loongarch-mini-pc-m700s/
1•jandeboevrie•9m ago•0 comments

The Enclosure feedback loop, or how LLMs sabotage existing programming practice

https://michiel.buddingh.eu/enclosure-feedback-loop
1•todsacerdoti•9m ago•0 comments

How Iran Crushed a Citizen Uprising with Lethal Force

https://www.nytimes.com/2026/01/25/world/middleeast/iran-how-crackdown-was-done.html
3•mikhael•18m ago•0 comments

Resonant frequencies of a human brain, skull, and head(2022)

https://www.sciencedirect.com/science/chapter/edited-volume/abs/pii/B9780128181447000062
1•rolph•20m ago•0 comments

Ask HN: What software / applications can you now build thanks to AI

1•zarathustra333•23m ago•0 comments

SmarterMail CVE-2026-23760 Exploited for RCE via System Events

https://thecyberedition.com/smartermail-cve-2026-23760-exploited-for-rce-via-system-events/
2•thehacknews•28m ago•1 comments

Super Monkey Ball in TypeScript

https://monkeyball-online.pages.dev/
3•guu•29m ago•1 comments

Epic Win: U.S. Secret Weapon May Have Incapacitated Maduro's Guards

https://www.forbes.com/sites/davidhambling/2026/01/13/epic-win-us-secret-weapon-may-have-incapaci...
2•rolph•29m ago•0 comments

Go-TypeScript – Compile and Run TypeScript Code Natively in Go

https://github.com/clarkmcc/go-typescript
1•TheWiggles•30m ago•0 comments

6.1M workers with 86% women, face AI disruption without a safety net

https://www.cryptopolitan.com/6-1-million-workers-with-86-women-face-ai-disruption-without-a-safe...
2•cumo•36m ago•0 comments

Why One of OpenAI's Top Researchers Walked Away [video]

https://www.youtube.com/watch?v=VaCq4u5c78U
1•gmays•36m ago•0 comments

Clawdbot-Webchat-Lite

https://github.com/study8677/clawdbot-webchat-lite
2•study8677•54m ago•0 comments

Gold Breaks $5.000/Oz

https://goldprice.org/?new
4•csomar•55m ago•0 comments

We're on the News

https://www.abc.net.au/news/2026-01-21/qld-teenagers-create-coding-app-code-lab-sri-lanka-student...
1•thadusTeam•56m ago•0 comments

A global startup marketplace where investors can message founders directly

https://azion.lovable.app
1•Aryannnmm•1h ago•1 comments

'Halo' Actor Steve Downes Asks You Not to Remake His Voice with AI

https://gizmodo.com/halo-actor-steve-downes-asks-you-not-to-remake-his-voice-with-ai-2000713343
1•cebert•1h ago•0 comments

Iran's internet blackout may become permanent, with access for elites only

https://restofworld.org/2026/iran-blackout-tiered-internet/
38•siev•1h ago•22 comments

Running the Stupid Cricut Software on Linux

https://arthur.pizza/2025/12/running-stupid-cricut-software-under-linux/
1•starkparker•1h ago•0 comments

Gold blasts past $5k to record high on safe-haven rush

https://www.reuters.com/business/finance/gold-rushes-record-high-above-5000oz-2026-01-25/
4•SilverElfin•1h ago•3 comments

Show HN: InsAIts V2 – Real-time monitoring for multi-agent AI communication

https://github.com/Nomadu27/InsAIts
1•MrSteaddy•1h ago•0 comments

Show HN: (29x faster)Rapidvalidators - Python's validators lib rewritten in Rust

https://github.com/vivekkalyanarangan30/rapidvalidators
2•vivekkalyanaran•1h ago•0 comments

Flying Toasters

https://www.bryanbraun.com/after-dark-css/all/flying-toasters.html
4•sadeshmukh•1h ago•1 comments

Cloudflare-level AI-LLM bot protection, but data is under your control

https://github.com/cocky-punch/fantasma_cero
2•cascada•1h ago•0 comments

Trump says US used secret weapon to disable Venezuelan equipment in Maduro raid

https://apnews.com/article/trump-venezuela-weapon-maduro-drug-strikes-c052fd24a350a04a458f501b4b5...
6•colinprince•1h ago•5 comments

The Politics of Struggling Americans

https://www.gojiberries.io/the-politics-of-struggling-americans/
3•neehao•1h ago•0 comments

A Poem That Behaves Like a Machine

https://medium.com/@darwingosal/a-poem-that-behaves-like-a-machine-737fce2791f4
2•CharlesW•1h ago•0 comments

Environmentalists worry Google behind bid to control Oregon town's water

https://www.sfgate.com/national-parks/article/mount-hood-water-google-21307223.php
22•voxadam•1h ago•0 comments

Gemini team, please add URL query parameter support (?q= or?prompt=)

1•hiddenest•1h ago•1 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•9mo ago

Comments

karmakaze•9mo ago
> commit version is chosen — the time at which the database claims all reads and writes occurred atomically.

This post doesn't mention transaction isolation specifically though it does say "How does this end up being equal to SERIALIZABLE MySQL?" So maybe I'm supposed to consider this post only for 'Every transactional system' running with SERIALIZABLE transaction isolation. I don't particularly care about that. I do care that the database I use clearly states what its isolation names mean in detail and that it does exactly what it says. e.g. I don't expect MySQL SERIALIZABLE to exactly mean the same as any other database that uses the same term.

mjb•9mo ago
MySQL Serializable is pretty similar to serializable in other databases, in terms of the observable anomalies. There's a good set of tests here: https://github.com/ept/hermitage

> So maybe I'm supposed to consider this post only for 'Every transactional system' running with SERIALIZABLE transaction isolation.

No, it's a general point about the nature of transactions in DBMSs, and the different implementation choices. As the article says, there are some variations (e.g. MVCC at levels lower than serializable inherently has two 'order' steps).

karmakaze•9mo ago
I'm not seeing the mention of two 'order' steps. Are you referring to the larger part of what I quoted?

> MVCC databases may assign two versions: an initial read version, and a final commit version. In this case, we’re mainly focused on the specific point at which the commit version is chosen — the time at which the database claims all reads and writes occurred atomically.

For non-SERIALIZABLE isolation there may be no such "time at which the database claims all reads and writes occurred atomically", which is how I took the rest of the post to mean when running with SERIALIZABLE isolation.

transactional•9mo ago
(Hi! Post author here.)

It is written with a lean towards serializable, partly because there's a wide variety of easy examples to pull which all implement serializable, but the ideas mostly extend to non-serializable as well. Non-serializable but still MVCC will also place all of their writes as having happened at a single commit timestamp, they just don't try to serialize the reads there, and that's fine. When looking at non-serializable not MVCC databases, it's still useful to just try to answer how the system does each of the four parts in isolation. Maybe I should have been more direct that you're welcome to bend/break the mental model in whatever ways are helpful to understand some database.

The line specifically about MySQL running at serializable was because it was in the Spanner section, and Spanner is a (strictly) serializable database.

karmakaze•9mo ago
Thanks for the clarifications and diagrams. I can see how using something like Spanner from the outset makes sense to use and stick with serializable isolation. With other SQL dbs, I've mostly seen repeatable read, read committed, and even read uncommitted used in the name of performance. Read committed works fine but you have to design everything for it from the start with thoughtful write and read sequences.

Moving to serializable should be easy but isn't in the case of Spanner and the like because you can't make 100+ of sub-millisecond queries to respond to an API request if that's how your app evolved.

The way I imagine the future is to bring the code closer to the data like stored procedures, but maybe in a new way like modern languages compiled to run (and if necessary retry) in a shard of the database.

mjb•9mo ago
This is great, really worth reading if you're interested in transactions.

I liked it so much I wrote up how the model applies to Amazon Aurora DSQL at https://brooker.co.za/blog/2025/04/17/decomposing.html It's interesting because of DSQL's distributed nature, and the decoupling between durability and application to storage in our architecture.

maniacalhack0r•9mo ago
DSQL is so cool - have been following since the release and once it supports more of the postgres feature set + extensions it’ll be a killer. Fantastic architecture deep dive at ReInvent as well.
pongogogo•9mo ago
Hey Mark, I actually found this post via yours so thanks!