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Show HN: Tech 10 – a weekly trivia quiz for software engineers

https://www.techten.dev/
1•p0u4a•3m ago•0 comments

Erdos #1051 Forum

https://www.erdosproblems.com/forum/thread/1051
2•nmstoker•5m ago•1 comments

One-click cloud template for Clawdbot/Moltbot/OpenClaw, no Mac Mini needed

https://lightning.ai/lightning-ai/environments/openclaw
3•yewnork•8m ago•1 comments

Force step up authentication in web applications

https://damienbod.com/2026/01/26/force-step-up-authentication-in-web-applications/
1•mooreds•18m ago•0 comments

175K+ publicly-exposed Ollama AI instances discovered

https://www.techradar.com/pro/security/over-175-000-publicly-exposed-ollama-ai-servers-discovered...
4•heresie-dabord•18m ago•2 comments

Judge: DOJ's statements on slavery exhibit display 'dangerous' & 'horrifying'

https://apnews.com/article/slavery-exhibit-removed-philadelphia-trump-executive-order-cd55e4f2a0d...
2•petethomas•21m ago•0 comments

MAGA Women Defy the Birth Dearth

https://www.wsj.com/opinion/free-expression/maga-women-defy-the-birth-dearth-02549ce7
1•RickJWagner•22m ago•0 comments

Direct Current Data Centers

https://caseyhandmer.wordpress.com/2026/01/30/direct-current-data-centers/
2•jasondavies•23m ago•0 comments

Direct Current Data Centers

https://terraformindustries.wordpress.com/2026/01/30/direct-current-data-centers/
1•jk_tech•24m ago•0 comments

Can justice happen on a laptop? Study says yes

https://www.apa.org/news/press/releases/2026/01/online-jurors-courtroom
1•hhs•26m ago•0 comments

The $100B Megadeal Between OpenAI and Nvidia Is on Ice

https://www.wsj.com/tech/ai/the-100-billion-megadeal-between-openai-and-nvidia-is-on-ice-aa3025e3
25•pixelesque•28m ago•3 comments

What It Means to Be Human – Art in the AI Era [video]

https://www.youtube.com/watch?v=mb3uK-_QkOo
1•starkparker•28m ago•0 comments

When does technology pass from being a tool to being a crutch? (2009)

https://boston.conman.org/2009/11/03.1
2•todsacerdoti•28m ago•1 comments

Aulico – The OS for Traders and Investors

https://www.aulico.com
1•lontraselv•29m ago•0 comments

Ask HN: Do you bother making state changes reversible?

1•Pepp38•29m ago•1 comments

When your pastor is an ICE agent

https://www.christiancentury.org/online-columnists/minnesota-bonhoeffer
2•GreenSalem•37m ago•0 comments

U.S. and Japan turn to drones to help offset China's military advantages

https://www.japantimes.co.jp/news/2026/01/20/japan/us-japan-drones-focus/
1•PaulHoule•39m ago•1 comments

The hidden cost of raising corporate taxes

https://anderson-review.ucla.edu/the-hidden-cost-of-raising-corporate-taxes/
1•hhs•39m ago•0 comments

The Unified Invariant Formalism

https://zenodo.org/records/18431831
2•Nir-Complex•43m ago•2 comments

Stonebraker on CAP theorem and Databases

https://perspectives.mvdirona.com/2010/04/stonebraker-on-cap-theorem-and-databases/
2•onurkanbkrc•43m ago•0 comments

Elon Musk asks Jeffery Epstein for invitation to 'let loose' [pdf]

https://www.justice.gov/age-verify
9•jrflowers•49m ago•1 comments

No Code AI and Machine Learning: Building Data Science Solutions

https://professional.mit.edu/course-catalog/no-code-ai-and-machine-learning-building-data-science...
1•teleforce•50m ago•0 comments

Locking the Gate

https://alexschroeder.ch/view/2026-01-30-lock-the-gate
2•8organicbits•51m ago•0 comments

Apply for the EScience JASP Hackathon in Amsterdam: Update and Last Call

https://jasp-stats.org/2026/01/27/apply-for-the-escience-jasp-hackathon-in-amsterdam-update-and-l...
1•teleforce•53m ago•0 comments

Selecting the right sensor: A guide for R&D and electronics design engineers

https://www.eeworldonline.com/selecting-the-right-sensor-a-guide-for-rd-and-electronics-design-en...
2•hhs•54m ago•0 comments

The Normalization of Deviance in AI

https://embracethered.com/blog/posts/2025/the-normalization-of-deviance-in-ai/
1•jxmorris12•54m ago•0 comments

Show HN: Deploy back ends without the hassle. An Open source alternative

https://github.com/aryankashyap0/shorlabs
10•third_rome•56m ago•0 comments

JMP Student Edition: Free for academic use

https://www.jmp.com/en/academic/jmp-student-edition
1•teleforce•1h ago•0 comments

Nobody cares about your code

https://ckochx.com/blog/nobody-cares-about-your-code
5•ucirello•1h ago•6 comments

Openclaw

https://openclaw.ai/
2•sonabinu•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!