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Some Data Should Be Code

https://borretti.me/article/some-data-should-be-code
1•todsacerdoti•1m ago•0 comments

I am trying to create the most toxic social site on the internet

https://hugeweiner.com/
1•ZguideZ•2m ago•1 comments

ICE protester says her Global Entry was revoked after agent scanned her face

https://arstechnica.com/tech-policy/2026/01/ice-protester-says-her-global-entry-was-revoked-after...
1•mediumdeviation•2m ago•0 comments

Idle MMO

https://web.idle-mmo.com/
1•bdlowery•3m ago•0 comments

John Gurdon 1933–2025

https://www.nature.com/articles/s41587-026-03015-5
1•bookofjoe•8m ago•0 comments

2WAY: Software Without Lock-In

https://medium.com/@2W/2way-software-without-lock-in-f390d535ca69
1•livegnik•9m ago•0 comments

Errors in Database Systems, Eventual Consistency, and the CAP theorem (2010)

https://cacm.acm.org/blogcacm/errors-in-database-systems-eventual-consistency-and-the-cap-theorem/
1•teleforce•12m ago•0 comments

NumPy in C (2014)

https://jcastellssala.com/2014/02/01/npy-in-c/
3•fzliu•12m ago•2 comments

The abysmal state of Windows 11 Taskbar icons

https://github.com/tringi/papers/blob/main/windows-state-of-icons.md
1•Tringi•12m ago•1 comments

Show HN: OpenVideo – A self-hostable, open-source video editor in the browser

https://github.com/openvideodev/openvideo
2•snapmotion•16m ago•1 comments

Lumafield Scan of LTT TrueSpec Cable

https://voyager.lumafield.com/project/94fca565-4370-49d8-a5de-797de7c1c188
1•Kye•16m ago•0 comments

Was Epstein a Go-Between for Elon and Sultan Bin Sulayem?

https://twitter.com/RobertSkvarla/status/2017361458015723900
2•wahnfrieden•18m ago•1 comments

List of immigrant detention sites in the United States

https://en.wikipedia.org/wiki/List_of_immigrant_detention_sites_in_the_United_States
1•xqcgrek2•18m ago•0 comments

The Levels of Knowing a Thing

https://ismethandzic.com/blog/levels_of_knowing/
1•blueblahblue•19m ago•0 comments

FastAPI Voyager's new feature: application levle ER Diagram

https://www.fastapi-voyager.top/voyager/?tag=demo&mode=er-diagram
2•tank-34•21m ago•2 comments

Epstein: Bill Gates caught STD from 'Russian girls,' slipped Melinda antibiotics

https://nypost.com/2026/01/30/us-news/epstein-claimed-bill-gates-caught-std-from-sex-with-russian...
7•anonnon•34m ago•1 comments

First Independence Bank Assumes All Deposits of Metropolitan Capital Bank

https://www.fdic.gov/news/press-releases/2026/first-independence-bank-detroit-michigan-assumes-al...
2•ValentineC•34m ago•0 comments

What Is Data Literacy?

https://www.ibm.com/think/topics/data-literacy
1•teleforce•36m ago•0 comments

Goodbye Java, Hello Go

https://wso2.com/library/blogs/goodbye-java-hello-go
1•gtirloni•36m ago•2 comments

Halley's Comet wrongly named: 11th-century monk predates British astronomer

https://www.universiteitleiden.nl/en/news/2026/01/halleys-comet-wrongly-named-11th-century-englis...
1•geox•39m ago•0 comments

Kycnot.me – Find KYC-Free Services

https://kycnot.me/
3•basilikum•39m ago•0 comments

Red Dwarfs Are Too Dim to Generate Complex Life

https://www.universetoday.com/articles/red-dwarfs-are-too-dim-to-generate-complex-life
1•nobody9999•41m ago•1 comments

StudDent – book student dental clinics in Poland

https://studdentpl.lovable.app
2•TsepoMkwebu•42m ago•1 comments

I'm not an academic, I'm an engineer

https://bits-chips.com/article/im-not-an-academic-im-an-engineer/
2•vismit2000•48m ago•0 comments

Do you remember what you read last year?

https://shawnsomething.substack.com/p/do-you-actually-remember-what-you
2•Shawn_Something•49m ago•0 comments

State of C++ 2026

https://devnewsletter.com/p/state-of-cpp-2026/
2•birdculture•49m ago•0 comments

Designer yeast turns sugar into lucrative chemical 3-HP

https://phys.org/news/2026-01-commercially-viable-biomanufacturing-yeast-sugar.html
1•PaulHoule•50m ago•0 comments

Cars by USA Got So Bad [video]

https://www.youtube.com/watch?v=1zzE-Qw5W9c
2•CHB0403085482•52m ago•1 comments

Two Stop Bits

https://twostopbits.com/news
1•basilikum•53m ago•0 comments

Show HN: I built v1 of Omni channel SDR Agent

1•kinj28•55m ago•0 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!