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Zero Weights Graph Language Engine (MSE-GLM)

https://aircityshops.com/index.php?url=city/mse_blog
1•fodokidza•3m ago•0 comments

The inspection paradox is everywhere

http://allendowney.blogspot.com/2015/08/the-inspection-paradox-is-everywhere.html
1•fanf2•4m ago•0 comments

Harper Appoints Its First Committer

https://elijahpotter.dev/articles/harper%27s-first-committer
2•chilipepperhott•4m ago•0 comments

Offline ML-based audio stabilizer (CEPA Logic)

https://github.com/AdBusterOfficial/Adbuster--WinApp
1•Bo_Amigo_910•5m ago•0 comments

Younger workers avoid phone calls and it might cost them opportunities

https://www.businessinsider.com/young-workers-genz-millennials-avoiding-phone-calls-paying-a-pric...
4•andrewstetsenko•6m ago•1 comments

Network shares in KDE: still talking about them in 2026

https://pointieststick.com/2026/06/22/network-shares-still-talking-about-them-in-2026/
2•ChiptuneIsCool•6m ago•0 comments

AI-Generated 'FIFA World Cup' DMCA Notices Ask Google to Delist Pirate Sites

https://torrentfreak.com/ai-generated-fifa-world-cup-dmca-notices-ask-google-to-delist-pirate-sites/
1•speckx•6m ago•0 comments

Harness Acquires Codecov from Sentry

https://www.harness.io/press-and-news/harness-acquires-codecov
1•eatonphil•9m ago•0 comments

An open-source attempt to finish Star Citizen before Star Citizen does

https://github.com/huiung/claude-citizen
2•echocrest•10m ago•0 comments

Optimizing Models to Be Fast at Codegen

https://www.morphllm.com/blog/codegen-inference-research
1•gmays•10m ago•0 comments

Widelands – 20 years of open source 1.0 [video]

https://www.youtube.com/watch?v=qA2inaP2Nyk
1•coolwulf•13m ago•0 comments

The Steam Machine is the most ambitious game console I've ever played

https://www.theverge.com/games/952765/steam-machine-review
1•tabletcorry•14m ago•0 comments

OpenAI signs deal to show Getty's images in ChatGPT results

https://www.engadget.com/2198633/openai-signs-deal-with-getty-to-show-images-in-chatgpt-results/
3•lardass•14m ago•2 comments

Ask HN: Anyone got a 43" 4K? Thoughts?

1•herodoturtle•14m ago•0 comments

Show HN: Kitcat 2.0 – A Matplotlib back end for terminal plotting

https://mil.ad/blog/2026/kitcat-2.0.html
1•playnext•16m ago•0 comments

Show HN: Ingestlayer – Programmable event tracking pipelines

https://ingestlayer.com
1•benmann•19m ago•0 comments

Can You Spot the AI Bodega?

https://www.curbed.com/article/ai-slop-bodega-signage-design.html
1•SVI•20m ago•0 comments

Show HN: Open-source job search plugin for Claude Code

https://github.com/agent-data/job-search
1•jb_hn•20m ago•0 comments

VigilSwift – A fast, free web security scanner built for devs

https://vigilswift.com
1•alex_vs•20m ago•0 comments

Five Eyes warns AI models capable of toppling governments are months away

https://www.theguardian.com/technology/2026/jun/22/anthropic-claude-fable-ai-model-artificial-int...
7•speckx•27m ago•3 comments

Steam Machine Launches Today

https://store.steampowered.com/news/group/45479024/view/685257114654870245
29•no_news_is•27m ago•5 comments

Steam Machine Game Testing

https://www.lttlabs.com/articles/2026/06/22/the-newell-nucleus-steam-machine-ltt-companion-article
11•LabsLucas•29m ago•4 comments

Iris – A portable runtime for durable AI agents

https://github.com/xoai/iris
2•xoai•29m ago•0 comments

Show HN: Block/buzz: a workspace built for teams of humans and agents

https://github.com/block/buzz
9•ThomPete•30m ago•1 comments

Geometry of causal set theory with physics implications

https://docs.google.com/document/d/1yYXSX_XssHXV5msGj2eC74fs6P2PG_sL/edit
1•Darktidemage•30m ago•1 comments

Angeldust – a solo-built voxel world that runs on everything [video]

https://www.youtube.com/watch?v=zssnlbRibFM
1•coolwulf•31m ago•0 comments

Does AI have a UI/UX problem?

https://twitter.com/PereraBinoy/status/2068432457234513955
2•adisingh13•32m ago•1 comments

Daybreak: Tools for securing every organization in the world

https://openai.com/index/daybreak-securing-the-world/
4•tabletcorry•32m ago•0 comments

A Glimpse into the "Search Your Target" Market for Stolen Credentials

https://www.bleepingcomputer.com/news/security/a-glimpse-into-the-search-your-target-market-for-s...
1•Brajeshwar•34m ago•0 comments

A 10-person team cut median cycle time from 72 to 27 hours in 30 days

https://www.poggle.ai/blog/engineering-productivity-case-study
3•Ghostcrawl3r•35m 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!