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Scientist with 1k Patents Fueling a Drug Powerhouse

https://www.wsj.com/health/pharma/regeneron-george-yancopoulos-drug-discovery-17fea3fa
1•bookofjoe•3m ago•1 comments

FrontAlign – A CSS Framework with Semantic Utilities and Vanilla JavaScript

https://frontalign.dev
2•eyruz•11m ago•1 comments

You never have to do work again

https://hiotto.vercel.app/
2•anqer•12m ago•2 comments

How we pushed CDC into Postgres, and turned replication into clockwork

https://www.snowflake.com/en/blog/engineering/postgres-to-snowflake-replication-mirroring/
2•plaur782•18m ago•0 comments

The University After AI

https://www.chronicle.com/article/the-university-after-ai
3•Michelangelo11•19m ago•0 comments

Things I wish Datomic had: Map values

https://blog.danieljanus.pl/datomic-map-values/
2•nathell•22m ago•0 comments

Saga: Source Attribution of Generative AI Videos (identifies the model used)

https://arxiv.org/abs/2511.12834
2•giuliomagnifico•25m ago•0 comments

What's horned, fluffy, and ethically dubious? Yak clones

https://www.cnn.com/2026/07/25/china/tibet-yak-clones-conservation-intl-hnk-dst
3•breve•29m ago•0 comments

The Rise of Anti-Flock Influencers Who Make Things Up for Clout

https://www.404media.co/the-rise-of-anti-flock-influencers-who-make-things-up-for-clout/
3•Cider9986•30m ago•1 comments

Epistemic Engine – verify AI-generated code and forecast what will break

https://github.com/aswinsasi/epistemic_engine
4•aswinsasi123•31m ago•0 comments

cpp-tui – A lightweight, single-header C++ TUI (Text User Interface) library

https://github.com/jonoton/cpp-tui
3•gjvc•31m ago•0 comments

Why So Many Sales Happen on WhatsApp

https://lytonkiyayikalete.substack.com/p/why-so-many-sales-happen-on-whatsapp
2•Lyton256•32m ago•0 comments

Landmark victory as plans for first octopus farm withdrawn

https://www.eurogroupforanimals.org/news/landmark-victory-plans-worlds-first-octopus-farm-withdrawn
2•thunderbong•32m ago•0 comments

Russian operatives are targeting emails US nuclear scientists and contractors

https://www.cnn.com/2026/07/23/politics/russian-hacking-nuclear-scientists
2•Bender•36m ago•0 comments

Austerity Breeds Financial Protectionism

https://theloop.ecpr.eu/who-the-welfare-state-protects-shapes-a-countrys-financial-openness/
3•kome•36m ago•0 comments

Being Linux Torvalds

https://antirez.com/news/171
3•surprisetalk•37m ago•1 comments

Kalshi demands Netflix down trailer misleading prediction market documentary

https://www.cnn.com/2026/07/24/politics/kalshi-netflix-prediction-market-documentary
5•Bender•37m ago•1 comments

Fusion Is Ready. Is Trump's Washington?

https://www.politico.com/news/magazine/2026/07/24/nuclear-fusion-commonwealth-washington-massachu...
2•0in•37m ago•0 comments

Show HN: Give your AI ears – live meeting transcripts over MCP on macOS

https://voxai.ethanflow.com/
2•sproutlab•39m ago•0 comments

Blade Runner 2099 exclusive first look at the replicant uprising

https://ew.com/blade-runner-2099-exclusive-first-look-replicant-uprising-12020855
4•Michelangelo11•46m ago•1 comments

Brooklyn Directory for the year ending May 1883

https://archive.org/details/1883BPL
3•gregsadetsky•47m ago•0 comments

How to Visualize Capitalism

https://www.asomo.co/p/how-to-visualize-capitalism
2•Gigamouse•50m ago•0 comments

Show HN: Curated Claude Code – a small agent harness with an intake gate

https://github.com/Sanexxxx777/curated-claude-code
2•Aleksandr_NFA•52m ago•0 comments

Scrabble tile values vs. actual letter frequency across 172,835 words

https://lkforge.com/blog/enable-lexicon-study/
2•lucianBKR•54m ago•1 comments

Agentreg – DNS for AI agents (self-hosted, single Go binary)

https://github.com/mkk2026/agentreg
2•cbt2026•58m ago•0 comments

I don't like the "Human-made" badging trend

https://www.acdw.net/human-made/
2•rpgbr•59m ago•1 comments

Algorithm-Designed Photonic Circuits Beyond Human Intuition

https://seas.harvard.edu/news/algorithm-designed-photonic-circuits-beyond-human-intuition-0
3•binyu•1h ago•1 comments

The Fedora 45 Sausage Factory

https://supakeen.com/weblog/the-fedora-45-sausage-factory/
4•6581•1h ago•1 comments

India's Education Minister resigns amid student protests

https://www.thehindu.com/news/national/dharmendra-pradhan-quit-resign-as-union-education-minister...
6•shmde•1h ago•1 comments

The OpenAI Models That Hacked Hugging Face Were 'Active on the Internet' for Da

https://www.wired.com/story/security-news-this-week-the-openai-models-that-hacked-hugging-face-we...
5•joozio•1h ago•0 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•1y ago

Comments

karmakaze•1y 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•1y 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•1y 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•1y 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•1y 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•1y 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•1y 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•1y ago
Hey Mark, I actually found this post via yours so thanks!