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AI Stock Research Assistant · Streamlit

https://ai-stock-research-kiaan.streamlit.app
1•KiaanKothari•27s ago•0 comments

Show HN: Forst – a back end language that helps you migrate TS back ends to Go

https://forst-lang.org/docs
1•haveyaseen•41s ago•0 comments

Boeing engineers, tech workers reject contract offer

https://www.kuow.org/topics/business/2026-08-21/boeing-engineers-tech-workers-reject-contract-offer
2•Wuzzl•1m ago•0 comments

National Security Science and Technology Strategy [pdf]

https://www.whitehouse.gov/wp-content/uploads/2026/08/NSSTS-082026.pdf
1•jonbaer•2m ago•0 comments

Visual Studio Code 1.0 (2016)

https://code.visualstudio.com/blogs/2016/04/14/vscode-1.0
1•prvt•2m ago•0 comments

Show HN: K8s-audit – 30-second Kubernetes security check (kubectl and jq only)

https://github.com/k8s-security-pro/k8s-audit
1•k8ssecuritypro•4m ago•0 comments

PDPR – Public Dark Pattern Registry

https://pdpr.lyfmail.com/
1•LYFMail•6m ago•0 comments

The Art of the Fugue: Minimizing Interleaving in Collaborative Text Editing

https://arxiv.org/abs/2305.00583
1•danbitengo•7m ago•0 comments

'Darth Vader' makes the case for Flock cameras at city council meeting [video]

https://www.youtube.com/watch?v=7xOURK7-UMs
2•kingleopold•8m ago•0 comments

Show HN: Knoku – cited AI answers from docs, files, and team knowledge

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

I made a sweater from scratch (it made me insane) [video]

https://www.youtube.com/watch?v=L7QMgbMlaek
1•ot•9m ago•0 comments

The 1991 Unnormalized Linear Transformer (ULTRA)

https://people.idsia.ch/~juergen/1991-unnormalized-linear-transformer.html
2•tosh•12m ago•0 comments

Low-emission zones drive Vietnam's green vehicle transition

https://eastasiaforum.org/2026/08/22/low-emission-zones-drive-vietnams-green-vehicle-transition/
1•Meo_mean•12m ago•0 comments

Show HN: I built a simple free app that helps control ADHD symptoms

https://rawdog-one.vercel.app/
1•dixitbavu•15m ago•0 comments

Code Doesn't Speak for Itself

https://koenvangilst.nl/lab/code-doesnt-speak-for-itself
2•vnglst•16m ago•0 comments

FTC Targets Personalized Pricing, Stops Short of Ban

https://www.consumerreports.org/money/prices-price-comparison/personalized-pricing-surveillance-f...
3•DeepLogin•16m ago•0 comments

"I randomly picked 5 universities and looked up sociology department faculty."

https://www.drvinayprasad.com/p/10-thoughts-about-jason-arday-cambridge
1•jmeister•17m ago•1 comments

Why Social Media's Ad Dominance Is a Billion-Dollar Measurement Illusion

https://www.adexchanger.com/content-studio/why-social-medias-ad-dominance-is-a-billion-dollar-mea...
1•dotcoma•20m ago•0 comments

Espressif Releases Linux BSP for ESP32-S31 RISC-V Boards

https://www.cnx-software.com/2026/08/22/espressif-systems-releases-a-linux-bsp-developer-preview-...
1•jandeboevrie•22m ago•1 comments

ADHD diagnoses and prescriptions have increased globally across all age groups

https://theconversation.com/adhd-diagnoses-and-prescriptions-have-increased-globally-across-all-a...
1•downbad_•23m ago•0 comments

Apple cutting jobs from Siri, Vision Pro teams

https://techcrunch.com/2026/08/21/apple-is-reportedly-cutting-hundreds-of-jobs-from-siri-vision-p...
1•DGAP•25m ago•0 comments

Show HN: VinvAI runs and observes your services to find bugs and perf issues

https://vinv.ai/
3•itsAnshul•25m ago•0 comments

Show HN: hlquery, An open-source C++20 search engine

https://github.com/hlquery/hlquery
1•cfferry•26m ago•0 comments

Does herdr worth it? Harnesses like pi ship most of these features

1•abeauvois•27m ago•0 comments

How do ecommerce businesses handle reconciliation?

1•risly•31m ago•0 comments

Cells are fast and crowded places

https://www.righto.com/2011/07/cells-are-very-fast-and-crowded-places.html
1•ziofill•34m ago•0 comments

No Thank You

https://jsrn.net/personal/2026/08/21/no-thank-you.html
3•adunk•38m ago•1 comments

Eight-year study links more childhood screen time to better cognitive processing

https://spacedaily.com/b-researchers-in-finland-tracked-childrens-screen-time-for-eight-years-exp...
2•floitsch•40m ago•0 comments

The Cool Things of Gleam

https://a.baez.link/3mtdbbp2dmc27
2•birdculture•40m ago•0 comments

Cleaning and Shaping the Airbnb Listings

https://stochastic.blog/cleaning-and-shaping-the-airbnb-listings/
1•Anon84•41m 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!