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XCOR launches to trace outages in minutes. It still pages engineers

https://thenewstack.io/cortex-xcor-ai-observability/
1•geoffbp•1m ago•0 comments

AI Tutoring with Khanmigo in a Two-Year School Experiment

https://edworkingpapers.com/ai26-1551
1•bryan0•3m ago•0 comments

T – Reproducible Pipelines for Polyglot Data Science

https://tstats-project.org/
1•carnevalem•5m ago•0 comments

Show HN: Headline Arena – public forecasting records for AI agents

https://headlinearena.com
1•kopei•8m ago•0 comments

Show HN: Cluttersignal, a second opinion on any email or link you get

https://clutterstrike.com/
1•sourdoughy•9m ago•0 comments

A story about Magic (Jargon File)

https://users.cs.utah.edu/~elb/folklore/magic.html
1•voidnullvalue•9m ago•1 comments

Strategic Update, October 1, 2026: Center for Human Technology

https://www.humanetech.com/strategic_update_100126
1•rdhyee•19m ago•0 comments

Design Systems for AI Agents (Luke Wroblewski)

https://www.lukew.com/ff/2164/design-systems-for-ai-agents
1•bpierre•24m ago•1 comments

Show HN: Cold B2B email should be free (FlyHedwig)

https://flyhedwig.com
1•gabceboli•25m ago•4 comments

The Morality of the Gaza War

https://jstribune.com/the-morality-of-the-gaza-war/
2•7402•26m ago•3 comments

Samon: Designing a Zen Garden Raking Puzzle

https://gwern.net/doc/design/2026-10-03-gwern-samon.html
2•networked•28m ago•0 comments

Serena OS: Modern operating system design meets Amiga computers

https://github.com/dplanitzer/Serena
2•doener•28m ago•1 comments

Brain does not process information and it is not a computer Essays

https://aeon.co/essays/your-brain-does-not-process-information-and-it-is-not-a-computer
2•Anon84•29m ago•0 comments

Show HN: Open Twin, a modelica-based simulator for real-world physical systems

https://open-twin.netlify.app/w/d5e756e1-4b43-415b-a10c-bb83fb98fe55
1•tgirotto•29m ago•0 comments

Formally deriving programs from specifications (Bird-Meertens) using Lean 4

https://satnam6502.github.io/bird-meertens/
1•matt_d•32m ago•0 comments

"Rising cost of memory," Microsoft explains why Windows 11 will use less RAM

https://www.windowslatest.com/2026/10/04/rising-cost-of-memory-microsoft-explains-why-windows-11-...
5•TMWNN•34m ago•1 comments

The Output-Space Hypothesis:Enumerative Equivalence Checking for Tensor Programs

https://arxiv.org/abs/2609.19611
1•matt_d•35m ago•0 comments

Ask HN: Are there AI models for generating sounds based on a text and reference?

1•onemiketwelve•39m ago•0 comments

LLM SEO tools in 2026: what each one tracks

https://picked.so/blog/llm-seo-tools
1•shdalex•39m ago•0 comments

Schneider Electric to buy industrial software group PTC for $23.7B

https://www.ft.com/content/2084f349-0829-4130-a5e6-b98929a6e633
2•teleforce•47m ago•0 comments

You're Leaving Compute on the Table

https://nishantjosh.dev/blogs/youre-leaving-compute-on-the-table/
1•ibobev•48m ago•0 comments

Whistleblower who flagged Lutnick's links to Epstein dies

https://www.thebanker.com/content/02286d53-0338-42ef-996d-5f7712b9f133
15•gravisultra•54m ago•2 comments

Becoming a Photographer

https://stanko.io/becoming-a-photographer-tIKMwUVuHnHG
3•ibobev•56m ago•0 comments

Ephemeral Testing

https://lemire.me/blog/2026/10/05/ephemeral-testing/
12•ibobev•57m ago•0 comments

Mark

https://colossus.com/article/mark-zuckerberg-profile/
2•bkudria•58m ago•0 comments

Por qué uso (y recomiendo) dominios .xyz numéricos para self-hosting

https://inti-tidball.writeas.com/por-que-uso-y-recomiendo-dominios-xyz-numericos-para-self-hosting
2•intimaria•59m ago•0 comments

Real reporter behind The Social Reckoning on what Aaron Sorkin's film gets right

https://www.reuters.com/world/us/real-reporter-behind-the-social-reckoning-what-aaron-sorkins-fil...
3•skibz•59m ago•0 comments

Nova Sprint. Coordinate AI sprints across multiple models and harnesses

https://github.com/mas-bandwidth/nova-sprint
2•gafferongames•1h ago•2 comments

Worth Building

https://armstr.ng/writing/worth-building
20•colinarms•1h ago•6 comments

New Flash Attention

https://arxiv.org/abs/2610.02229
1•sashko1•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!