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What a Swedish Mammography Trial Shows About Medical AI

https://readpublicforum.com/article/what-a-swedish-mammography-trial-shows-about-medical-ai-94
1•atombender•34s ago•0 comments

Show HN: Stream any GUI to a webpage in a single command (no noVNC included)

https://github.com/lp1dev/WebX11
1•leakr•40s ago•0 comments

Michael Levin: Diverse Intelligence and the Origins of Minds [video]

https://www.youtube.com/watch?v=-elegwQQOww
1•surprisetalk•1m ago•0 comments

Reframing the manosphere: a public health response to a commercial ecosystem

https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(26)02027-1/fulltext
1•vrganj•3m ago•0 comments

Film Company Hypnotizes You to Watch Classic Movies for the First Time Again

https://www.pathe.nl/en/info/rewind
1•HelloUsername•3m ago•0 comments

Anthropic Bans Reverse Engineering with Claude

https://www.techpowerup.com/354351/anthropic-bans-ai-game-clones-and-reverse-engineering-with-claude
2•hsuduebc2•8m ago•1 comments

Backporting security fixes at scale with Codex

https://blog.trailofbits.com/2026/11/02/backporting-security-fixes-at-scale-with-codex/
1•ingve•8m ago•0 comments

Spent 5 months on an enterprise deal, only to lose the deal to the CPO's buddy

2•milanspeaks•9m ago•0 comments

$48 e-paper display can be whatever you want it to be

https://arstechnica.com/gadgets/2026/11/this-48-e-paper-display-can-be-whatever-you-want-it-to-be/
3•evolve2k•10m ago•1 comments

HelpPuff – AI site chat your coding agent deploys to your Cloudflare

https://knowtific.github.io/helppuff/
1•ahadyekta•10m ago•0 comments

The Developer Communication Handbook

https://w.pitula.me/developer-communication-handbook/
1•GarethX•11m ago•0 comments

Show HN: A game to learn about US state borders

https://borderrace.com
1•zoidb•11m ago•0 comments

How to Build a Decision Model Like Jev

https://www.fratepietro.com/2026/how-to-build-a-decision-model-like-jev/
1•speckx•12m ago•0 comments

Aliexpress Tuya smart plug deconstruction

https://blog.jacq.cc/guides/whdz05-smart-plug-zigbee-or-wifi/
2•xx__yy•13m ago•0 comments

Show HN: Is Software Solved?

https://issoftwaresolved.com/
2•krasun•13m ago•0 comments

Show HN: Aigenos Flow – deterministic agents on LangGraph; the policy is a file

https://github.com/aigenos/flow
2•aigenos•14m ago•0 comments

The Case Against Makefiles

https://thibaud.space/2026/10/the-case-against-makefiles.html
1•GarethX•14m ago•0 comments

Hydrogen recycling and grain boundary diffusion for NdFeB magnets

https://github.com/thecolourfoundation/colour-materials-research
1•malikx•15m ago•0 comments

Show HN: Kvark Sparkle 27B – reasoning model trained to think with fewer tokens

https://huggingface.co/Egzakta/Kvark-Sparkle-1.0-27B
1•Archelunch•15m ago•0 comments

More European supermarkets are getting their freezers hacked

https://www.theverge.com/tech/1024300/europe-freezer-fridge-hack-cyberattack
1•freakynit•15m ago•0 comments

Show HN: agentic system in python for financial statement research

https://ozanciga.github.io/agentic-system-design-for-beginners/#intro
1•ozanciga•16m ago•0 comments

The keys were safe. The money left anyway

https://kindex.lv/blog/keys-safe-money-gone/
1•kindex•16m ago•0 comments

Taghash launches AI assistant Brain for investment funds

https://entrackr.com/snippets/taghash-launches-ai-assistant-brain-for-investment-funds-12776701
1•koolhead17•17m ago•0 comments

I tried creating a web browser, and Google blocked me (2019)

https://blog.samuelmaddock.com/posts/google-widevine-blocked-my-browser/
1•zenincognito•21m ago•0 comments

Why does this chart just go down?

https://birchtree.me/blog/why-does-this-chart-just-go-down/
1•surprisetalk•21m ago•0 comments

Claude is providing incorrect or misleading responses

https://support.claude.com/en/articles/8525154-claude-is-providing-incorrect-or-misleading-respon...
3•janandonly•23m ago•1 comments

How Europe Explored the World [video]

https://www.reddit.com/r/MapPorn/s/7VXnbFM5LZ
1•cl3misch•25m ago•0 comments

Who am I when the machines do the work?

https://thefriendlyghost.nl/who-am-i
1•cvanelteren•26m ago•1 comments

The Lost Malloc()

https://napcakes.nekoweb.org/posts/malloc/
1•frostbyte7•30m ago•0 comments

Coding Agents Need Architecture: Carlos Kelkboom's Rules

https://www.ai.joaoqueiros.com/blog/carlos-kelkboom-coding-agents-scaffolding-worktrees-review
1•mpweiher•30m 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!