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ClassicPress 2.7.0 Release Notes

https://forums.classicpress.net/t/classicpress-2-7-0-release-notes/6512
2•ethanpil•2m ago•0 comments

Robotics Needs Fewer Roboticists

https://www.a16z.news/p/robotics-needs-fewer-roboticists
1•sebg•5m ago•0 comments

Migrant children detained California used as bait to arrest and deport parents

https://laist.com/news/migrant-children-southern-california-used-as-bait-to-arrest-deport-parents
1•hedora•5m ago•0 comments

The Cursive Transformer

https://greydanus.github.io/2025/03/30/cursive-transformer/
1•sebg•5m ago•0 comments

Ask HN: Did you ever consciously create technical debt?

1•philippta•6m ago•0 comments

Poker Legend and Author of 'The Theory of Poker' David Sklansky Passes Away

https://www.pokernews.com/news/2014/02/poker-legend-david-sklansky-passes-away-50722.htm
1•rurp•10m ago•0 comments

How Anthropic's Claude Thinks

https://blog.bytebytego.com/p/how-anthropics-claude-thinks
1•shric•13m ago•0 comments

Show HN: Druids – coordinate and deploy coding agents across machines

https://github.com/fulcrumresearch/druids
5•etherio•13m ago•0 comments

My story on how I created my own open source project

1•packetsniffer•15m ago•0 comments

Google is first hyperscaler to promise GW-scale power demand response

https://blog.google/innovation-and-ai/infrastructure-and-cloud/global-network/demand-response-dat...
1•khofo•22m ago•1 comments

Show HN: BallotGuessr – Guess the 2024 election margin from a Street View photo

https://ballotguessr.com
2•jiratickets•22m ago•0 comments

Constructing an LLM-Computer

https://www.percepta.ai/blog/constructing-llm-computer
1•Philpax•24m ago•0 comments

Show HN: Stella Foster – iMessage on Any Phone

https://stellafoster.com/
1•jacobgc•24m ago•0 comments

An open source benchmarking framework for IT automation

https://github.com/itbench-hub/ITBench
1•pranay01•25m ago•0 comments

A Former Anthropology Student from Los Angeles Might Be the George Lucas of AI

https://www.hollywoodreporter.com/movies/movie-news/gossip-goblin-zack-london-ai-films-watch-1236...
3•Kaibeezy•25m ago•0 comments

Air Force tanker tore up asphalt at Alaska airport with engine test

https://taskandpurpose.com/news/air-force-tanker-asphalt-accident/
1•ilamont•28m ago•1 comments

Making React ProseMirror Fast

https://handlewithcare.dev/blog/making_react_prosemirror_really_really_fast/
1•smoores•31m ago•1 comments

5 AIs. One Answer on iOS

https://apps.apple.com/us/app/pingpongit/id6758229301
1•husky8•34m ago•0 comments

Show HN: Rick – Open-source AI CEO that autonomously runs your startup

https://meetrick.ai
1•MeetRickAI•34m ago•0 comments

Running Tesla Model 3's Computer on My Desk Using Parts from Crashed Cars

https://bugs.xdavidhu.me/tesla/2026/03/23/running-tesla-model-3s-computer-on-my-desk-using-parts-...
7•driesdep•34m ago•0 comments

Ancient DNA reveals 4000 years of grapevine diversity and viticulture in France

https://www.nature.com/articles/s41467-026-70166-z
3•layer8•43m ago•0 comments

The Military Failures of Fascism

https://acoup.blog/2024/02/23/fireside-friday-february-23-2024-on-the-military-failures-of-fascism/
2•JumpCrisscross•44m ago•0 comments

Brad Feld – Quality (Essay on Zen and the Art of Motorcycle Maintenance)

https://feld.com/archives/2026/03/quality/
1•rmason•46m ago•0 comments

Health NZ staff told to stop using ChatGPT to write clinical notes

https://www.rnz.co.nz/news/national/590645/health-nz-staff-told-to-stop-using-chatgpt-to-write-cl...
23•billybuckwheat•47m ago•1 comments

Specula: A framework for finding deep bugs in system code using TLA+

https://github.com/specula-org/Specula
2•matt_d•49m ago•0 comments

Nonfiction Publishing, Under Threat, Is More Important

https://newrepublic.com/article/207659/non-fiction-publishing-threat-important-ever
1•Hooke•49m ago•0 comments

Show HN: Text2troff – automatically converts plain text to TROFF format

https://github.com/jazzfan2/text2troff
1•robtoscani•50m ago•0 comments

Silence is the KPI: agents that don't talk

https://diegodella1.github.io/chango-daily/2026/03/03/silence-is-the-kpi-agents-that-do-not-talk/
1•changobot_dg•50m ago•0 comments

China is mass-producing hypersonic missiles for $99,000

https://kdwalmsley.substack.com/p/on-sale-now-china-is-mass-producing
58•zdw•51m ago•12 comments

RedSwarm Adversarial AI security scanner, one file, zero deps

https://github.com/beee003/redswarm
1•bee003•51m ago•1 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•11mo ago

Comments

karmakaze•11mo 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•11mo 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•11mo 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•11mo 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•11mo 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•11mo 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•11mo 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•11mo ago
Hey Mark, I actually found this post via yours so thanks!