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Mars' North Polar Ice Is Much Cleaner Than Scientists Thought

https://scitechdaily.com/mars-north-polar-ice-is-much-cleaner-than-scientists-thought/
1•snarky-comments•1m ago•0 comments

Extra Big Ass Intelligence

https://www.extrabigassintelligence.com/
1•34679•1m ago•0 comments

Cloudflare Ohttp Gateway

https://blog.cloudflare.com/announcing-cloudflare-ohttp-gateway/
1•est•5m ago•0 comments

Show HN: Claude Scrolls TikToks for Me

https://tryrevline.com/
1•ZuraMakaradzeHe•6m ago•0 comments

Delta Is the Only Big Four Airline That Won't Use Starlink–Elon Musk Is Furious

https://www.wsj.com/business/airlines/delta-is-the-only-big-four-airline-that-wont-use-starlinkan...
2•doener•9m ago•0 comments

Lean Game Server: A repo of learning games for Lean

https://adam.math.hhu.de/
2•crescit_eundo•11m ago•1 comments

Hanami, Why?: Bits and Bobs

https://aaronmallen.me/writing/hanami-why-bits-bobs
1•thunderbong•18m ago•0 comments

Ask HN: Will source code become expensive if developers stop using GitHub?

3•debamitro•20m ago•1 comments

The Void: From Zero-Byte Responses to Continuation Control

https://zenodo.org/records/23070524
2•rayanpal_•23m ago•0 comments

Show HN: Fakeflac-go – A tool for quickly finding "fake" .flac files

https://github.com/drichline/fakeflac-go
1•DakotaR•25m ago•0 comments

Show HN: Hall Monitor. See all your agents across machines on your Mac's Notch

https://github.com/hiteshbandhu/hallmonitor
2•HiteshBandhu•25m ago•1 comments

SoftServe: A Scalable Quasi-Newton Method for Deep Learning

https://arxiv.org/abs/2610.02182
1•E-Reverance•33m ago•0 comments

Is Claude Conscious?

https://www.nytimes.com/2026/09/29/us/anthropic-claude-morals-ai.html
3•Anon84•37m ago•2 comments

Influencers are the private equity of culture

https://saturation.social/@jkottke/117370076406055289
2•colinprince•38m ago•0 comments

How to stay smart in the age of AI: the science of critical thinking

https://www.nature.com/articles/d41586-026-02930-6
1•zzzeek•41m ago•0 comments

How fast can a computer-use agent finish the job?

https://cuaspeedrun.com/
2•handfuloflight•41m ago•0 comments

Academic Doomerism

http://muratbuffalo.blogspot.com/2026/09/academic-doomerism.html
1•greghn•44m ago•0 comments

Humanoid robots won't surprise us when they arrive

https://philipotoole.com/humanoid-robots-wont-surprise-us-when-they-appear/
2•otoolep•47m ago•0 comments

Tavus claims 48% pass rate if video Turing test

https://twitter.com/tavus/status/2105704169009246248
1•CoryOndrejka•50m ago•0 comments

New York City should carefully measure a new tree

https://blog.willmeye.rs/new-york-city-should-carefully-measure-a-new-tree/
1•willmeyers•52m ago•0 comments

MTurk closed this week: how to keep Ground Truth and A2I workflows running

https://services.deepen.ai/guides/mturk-ground-truth-a2i-migration
1•mmusa•53m ago•0 comments

Prenatal exposure to the plasticizer DEHP increases autism and ADHD

https://www.sciencedirect.com/science/article/pii/S2666634026002941
2•OutOfHere•54m ago•2 comments

AmiGalaga: Galaga for the stock A500 at 50 FPS (OCS, 512K), open source

https://www.reddit.com/r/amiga/comments/1ww5jaf/amigalaga_galaga_for_the_stock_a500_at_50_fps_ocs/
1•doener•56m ago•0 comments

Go Mqtt Cluster Tracker

https://github.com/AUTOSOLN/swarmy-mqtt
1•redbeard281•58m ago•0 comments

Do Less, So You Can Do Better

https://www.indiehackers.com/post/do-less-so-you-can-do-it-better-3ea77e92b4
4•donchuru•59m ago•0 comments

V8.16 Global Optimal Parser – Lossless Data Compression

https://gitlab.com/4d-solutions-gruppe/project-v816-parser/-/blob/main/README.md
1•Amaniel•1h ago•0 comments

ThreeJS Port of OpenDLSS-NR

https://github.com/bhouston/three-dlss-nr/
1•bhouston•1h ago•0 comments

Agentic Robotics Solves an Industrial Production Problem

https://www.ambirobotics.com/blog/agentic-robotics/
1•gmays•1h ago•0 comments

Gloss – Annotate live code and provide feedback to an agent

https://github.com/ryanbrunner/gloss
2•ryanbrunner•1h ago•1 comments

ArXiv imposes rate limit on paper submissions to stem the AI slop tide

https://www.theregister.com/ai-and-ml/2026/10/02/arxiv-imposes-rate-limit-on-paper-submissions-to...
4•sbulaev•1h ago•2 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!