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Reaction: Scan Logs for Patterns and Take Action

https://reaction.ppom.me/intro/
1•joahua•10s ago•0 comments

Nathan Barley

https://en.wikipedia.org/wiki/Nathan_Barley
1•ustad•10m ago•0 comments

Leaky Language Models: Stealing Architecture and Inference Optimizations

https://arxiv.org/abs/2607.20723
1•sbulaev•11m ago•0 comments

The Hardest Way to Make a GIF

https://blog.willgrant.org/2026/07/23/the-hardest-way-to-make-gif.html
1•plaguna•12m ago•0 comments

Show HN: Continuum – switch AI coding agents without re-explaining your project

https://github.com/AnasNafees1802/continuum
1•AnasNafees101•13m ago•0 comments

The PImpl idiom and the C++26 std:indirect type

https://mariusbancila.ro/blog/2026/07/23/the-pimpl-idiom-and-the-cpp26-stdindirect-type/
4•signa11•16m ago•0 comments

Making a Watch from Scratch [video]

https://www.youtube.com/watch?v=-Hvn4-NMYg8
2•thunderbong•16m ago•0 comments

Supercooled kidneys have been transplanted into pigs in a "landmark achievement"

https://www.technologyreview.com/2026/07/23/1140765/supercooled-kidneys-have-been-transplanted-in...
2•joozio•17m ago•0 comments

A Pragmatic Approach to LLMs

https://gracefulliberty.com/articles/pragmatic-llms/
4•signa11•18m ago•0 comments

AMD's Instinct MI455X: Aiming for the Sun

https://chipsandcheese.com/p/amds-instinct-mi455x-aiming-for-the
2•ingve•19m ago•0 comments

Local Kubernetes on Mac: A Multi-Node Cluster with UTM

https://blog.qstars.nl/posts/macos-local-kubernetes-cluster-with-utm/
2•victorbrink•27m ago•0 comments

Open Erdos problems solved with the help of GPT-5.6 Sol

https://twitter.com/qiaoqiao2001/status/2080003441821163958
2•vhiremath4•27m ago•0 comments

Show HN: Tool to validate your HTTP-message-signatures-directory

https://sitedex.dev/tools/keycheck
3•zeppelin_7•28m ago•0 comments

SodaSlim Releases Updated 2026 Highlights Soda Slim Capsules Ingredient

https://finance.yahoo.com/healthcare/articles/sodaslim-releases-updated-2026-highlights-122400710...
3•tagysaly•31m ago•0 comments

The Effect of AI on Dunning Kruger

https://blog.zoller.lu/2026/07/dunning-kruger-after-ai-gap-that-no.html
2•thierryzoller•33m ago•1 comments

Japanese AI Robots Used to Replicate Skilled Confectioners' Abilities

https://japannews.yomiuri.co.jp/science-nature/technology/20260719-338181/
2•mushstory•34m ago•0 comments

BTL-3: A 27B open-weight agent model for agentic coding and structural tool use

https://huggingface.co/badtheorylabs/BTL-3
2•wertyk•37m ago•0 comments

Russia's businesses under strain from Ukraine's attacks on Wildberries

https://www.bbc.com/news/articles/cvg9n2y61w6o
4•slow_typist•41m ago•0 comments

Weather Is Happening

https://weatherishappening.com/
2•trainyperson•42m ago•0 comments

New upcoming allocation framework business

https://www.meridianallocation.com/
1•ohmygaoo•43m ago•0 comments

Span-First C#: Designing Around Span<T>

https://slicker.me/c_sharp/span-first.html
2•pjmlp•43m ago•0 comments

SANA-Video 2.0

https://nvlabs.github.io/Sana/Video2/
2•ilreb•43m ago•0 comments

Treasury threatens sanctions, claims Moonshot distilled Anthropic's Fable

https://techcrunch.com/2026/07/22/treasury-threatens-sanctions-after-white-house-claims-moonshot-...
2•mark336•44m ago•0 comments

OldLander: An extension to make old Reddit more usable on phone

https://github.com/octonezd/oldlander
1•zdmgg•45m ago•1 comments

ZonePlan: A free global meeting planner for remote teams

https://zoneplan.net/global-meeting-planner/
1•gavinbuilds•47m ago•0 comments

Scientists find the secret of birdsong's 'spectacular diversity

https://www.bbc.co.uk/news/articles/cwy4eg5dpyzo
1•sarreph•48m ago•0 comments

SharedRoot; Escaping the Claude Cowork Sandbox

https://accomplish.ai/blog/sharedroot-escaping-claude-cowork-sandbox/
1•ilreb•58m ago•0 comments

Flux 3

https://bfl.ai/blog/flux-3
75•ThouYS•1h ago•12 comments

It's an Apple Lisa, on a FPGA

https://hackaday.com/2026/05/09/its-an-apple-lisa-on-a-fpga/
4•austinallegro•1h ago•0 comments

Codex Slides: open-source AI slide studio powered by Codex. Prompt, repo to deck

https://github.com/nexu-io/codex-slides
2•maxloh•1h 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!