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Show HN: A field recording of the underground. The engineers and producers

https://2inch.fm/
1•shawnzam•1m ago•0 comments

Wall Street Embraces the Dollar as Warsh's Fed Activates Bulls

https://www.bloomberg.com/news/articles/2026-06-25/wall-street-embraces-the-dollar-as-warsh-s-fed...
1•petethomas•2m ago•0 comments

Tropius: Detect AI Tropes in Prose

https://tangled.org/desertthunder.dev/tropius
1•birdculture•5m ago•0 comments

Ask HN: Anyone Here Work for Google? Specifically on the Google SMB Newsletter?

1•VladVladikoff•8m ago•0 comments

Trump administration asks to hold OpenAI's next model

https://www.axios.com/2026/06/25/trump-administration-openai-gpt-model-release
2•dramebaaz•9m ago•0 comments

Show HN: Replyt – Track which Reddit discussions become customers

https://replyt.co
1•hectorguedea•10m ago•0 comments

Ask HN: Norway bans AI in elementary schools

2•mellosty•13m ago•0 comments

This isn't a PPT. Repo speaks

1•hblqzj•17m ago•0 comments

Show HN: Pw-whip, a bridge between PipeWire and WHIP

https://github.com/jech/pw-whip/
1•jech•19m ago•0 comments

Poll

3•krapp•20m ago•2 comments

Deep Dive into IBM's new NanoStack 0.7nm Process Node for Chips – 666 MTr/mm2

https://morethanmoore.substack.com/p/ibms-announces-07nm-process-node
2•IanCutress•21m ago•0 comments

Hollywood-backed nonprofit launches machine-readable AI consent registry

https://rslmedia.org/
1•navs•23m ago•0 comments

The Garbage Collection Handbook: The Art of Automatic Memory Management (2nd Ed)

https://gchandbook.org/
2•teleforce•27m ago•1 comments

AI doesn't take jobs. It takes tasks

https://www.nextgig.rocks/dash/how-ai-changes-jobs
2•poseidon_sg•29m ago•1 comments

How do you tackle a backlog of deferred maintenance you didn't create?

1•zeelex•29m ago•0 comments

Elasto Mania Ported to WebAssembly

https://joshumax.github.io/elma-web/
1•joshumax•32m ago•0 comments

Show HN: HoprLabs – a Python lab for prototyping AI math ideas

https://github.com/TangibleResearch/HoprLabs
2•reboy•35m ago•0 comments

Oracle workforce shrinks by about 21,000 employees amid AI adoption

https://finance.yahoo.com/technology/ai/articles/oracle-workforce-shrinks-13-204431510.html
1•akyuu•38m ago•0 comments

Ford could bring F1-inspired 'skunkworks' EVs to Europe

https://www.autocar.co.uk/car-news/electric-cars/ford-could-bring-f1-inspired-skunkworks-evs-europe
2•breve•39m ago•0 comments

Show HN: DeepSeek Flash inverted the economics of agent products

https://www.rtrvr.ai/blog/code-as-plan-deepseek-flash-text-only-browser-agent
6•arjunchint•41m ago•0 comments

Om Malik

https://en.wikipedia.org/wiki/Om_Malik
1•emot•43m ago•0 comments

California AI Unemployment Tracker

https://capolicylab.org/california-ai-unemployment-tracker/
1•toomuchtodo•44m ago•0 comments

Liveness Proofs in Veil, Part I: The First Step

https://proofsandintuitions.net/2026/06/24/liveness-proofs-in-veil-part-1/
1•matt_d•45m ago•0 comments

New macOS malware embeds fake errors to confuse AI analysis tools

https://www.bleepingcomputer.com/news/security/new-macos-malware-embeds-fake-errors-to-confuse-ai...
1•thewebguyd•45m ago•0 comments

Data Science Weekly – Issue 657

https://datascienceweekly.substack.com/p/data-science-weekly-issue-657
1•sebg•45m ago•0 comments

The Sunscreen Result No One Wants to Talk About

https://charlottekupewasserphd.substack.com/p/the-sunscreen-result-no-one-wants
3•olalonde•46m ago•2 comments

Powercode

https://codeberg.org/slaubenberger/Powercode
3•Atariman•47m ago•0 comments

OpenAI will delay GPT-5.6 after Trump administration request

https://www.theverge.com/ai-artificial-intelligence/957372/openai-will-delay-gpt-5-6-after-trump-...
10•tanelpoder•48m ago•0 comments

Where should 'Skip to main content' links go? (2025)

https://ashleemboyer.com/blog/where-should-skip-to-main-content-links-go/
1•mooreds•51m ago•0 comments

Export Claude.ai chats, artifacts, and visible thinking

https://github.com/lekandigital/claude-export-hub
1•lekan_digital•52m 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!