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Classes are a way of writing higher order functions (2020)

https://stopa.io/post/250
1•tosh•33s ago•0 comments

32-Year-Old Programmer in China Allegedly Dies from Overwork While in Hospital

https://www.asiaone.com/china/32-year-old-programmer-china-allegedly-dies-overwork-added-work-gro...
1•birdculture•43s ago•0 comments

Alec – Complexity-based anomaly detection for time series (Rust)

https://alec-codec.com/
1•alec_codec•2m ago•1 comments

Japan says it found rare earth in sediment retrieved on deep-sea mission

https://www.japantimes.co.jp/news/2026/02/02/japan/japan-rare-earth-deep-sea/
1•lb1lf•2m ago•0 comments

Indie Game Pitching (2024)

https://blog.littlepolygon.com/posts/announcement/
1•grodriguez100•5m ago•0 comments

Show HN: Closeby – hyperlocal app for your neighborhood

https://www.trycloseby.com/
1•judekim•6m ago•0 comments

CReact: Agentic Chatbot built with CReact JSX

https://github.com/creact-labs/creact-agentic-chatbot-example
1•dcoutinho96•10m ago•0 comments

Reverse-engineer any video into structured, editable scripts

https://rednow.ai
1•yibaoshan•14m ago•1 comments

Dash – Agent Orchestration Platform

https://github.com/davidkimai/dash
1•davidkimai•16m ago•0 comments

Brewx: On-Demand Homebrew in a single Rust binary

https://github.com/mxcl/brewx
1•zdkaster•19m ago•0 comments

I built a "Reverse CAPTCHA" for AI agents – open-sourced and live

https://github.com/henrylai/CaptchAI
1•solwater•23m ago•1 comments

Commodore, IBM, OS/2, ARexx: Deal or No Deal?

https://www.datagubbe.se/os2/
1•ingve•24m ago•0 comments

Superb extension for bulk messaging without spam

https://chromewebstore.google.com/detail/quicsender-for-whatsapp/bafjghnachkmhngiojjhiablcinabnpp
1•paulakshat•24m ago•0 comments

'Melania' promises to take us behind the scenes. There's nothing to see

https://www.washingtonpost.com/style/2026/01/31/melania-trump-documentary/
2•MrJagil•25m ago•0 comments

Should I Switch From Git to Jujutsu (2025)

https://etodd.io/2025/10/02/should-i-switch-from-git-to-jujutsu/
1•walterbell•26m ago•0 comments

Mortgage Broker

https://iqrate.io/
1•tomsmith033•27m ago•0 comments

Trump helped Harvard: 5 'Crimson' leadership lessons

https://www.msn.com/en-us/news/politics/how-trump-helped-harvard-5-crimson-leadership-lessons-on-...
1•galaxyLogic•28m ago•0 comments

What are the most influential current AI Papers?

https://arxiv.org/abs/2412.12121
2•onurkanbkrc•33m ago•0 comments

Lambdir: The First No-Code, O(0)-Memory, Directory-Oriented Programming

https://iacgm.com/projects/lambdir/
2•todsacerdoti•33m ago•0 comments

Unlocking high-performance PostgreSQL with key memory optimizations

https://stormatics.tech/blogs/unlocking-high-performance-postgresql-key-memory-optimizations
3•camille_134•40m ago•0 comments

The Karman Industries Heat Processing Unit uses SpaceX tech to cool data centers

https://www.businesswire.com/news/home/20260115549871/en/Karman-Industries-Launches-the-HPU-A-New...
2•plun9•42m ago•0 comments

AI Powered Calendar

https://supaplan.ai/en
1•wisefounder•44m ago•1 comments

The Concepts of Forking

http://monty-says.blogspot.com/2026/01/the-concepts-of-forking.html
2•todsacerdoti•45m ago•0 comments

Show HN: SwitchBlade – A macOS menu bar app to context-switch dev environments

https://8533705985940.gumroad.com/l/vxrols
1•anishyc•45m ago•1 comments

TablaM

https://tablam.org/
1•todsacerdoti•48m ago•0 comments

China AIGC Dataset

https://docs.google.com/spreadsheets/d/1yxyZzLFbmQKIPonzyMH8m62IE78egBy0zCiL7ZXqxXM/edit
1•hunglee2•53m ago•0 comments

AI is scaring scientists [video]

https://www.youtube.com/watch?v=PctlBxRh0p4
2•pppone•58m ago•0 comments

Claude Sonnet 5 the "Fennec" Leaks

https://xcancel.com/pankajkumar_dev/status/2018187650927349976?s=20
1•aquir•58m ago•0 comments

Show HN: Verifly – Verify if companies received your job applications

https://james-sib.github.io/verifly-seo-pages/
1•alisher_sib•1h ago•0 comments

A world without nuclear arms control begins on Thursday

https://www.ft.com/content/fd1d2e57-dce7-489d-956a-22b839cfadd8
5•mmarian•1h 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!