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Show HN: MacMind – A transformer neural network in HyperCard on a 1989 Macintosh

https://github.com/SeanFDZ/macmind
1•hammer32•32s ago•0 comments

Ask HN: Lobste.rs

1•dryadin•1m ago•0 comments

The public sours on AI, data centers as firms look to IPO, tech keeps spending

https://www.cnbc.com/2026/04/15/public-opinion-ai-data-centers-anthropic-openai-ipo.html
1•1vuio0pswjnm7•2m ago•0 comments

How Not to Make an App That Only Has 1% Shot at Turning Profit?

https://www.atraction.io/
1•TirmanCica•2m ago•1 comments

ECB to Scrutinize Anthropic's Mythos on Call with Executives

https://www.bloomberg.com/news/articles/2026-04-16/ecb-to-scrutinize-anthropic-s-mythos-on-call-w...
1•Brajeshwar•2m ago•0 comments

CCBE has adopted the CCBE technical guide on GenAI [pdf]

https://www.ccbe.eu/fileadmin/speciality_distribution/public/documents/IT_LAW/ITL_Guides_recommen...
1•District5524•3m ago•1 comments

Konductor Workflow – The AI Orchestration Agent Framework for Every Dev

https://alphabits.team/news/blog/konductor-workflow-release-the-ai-agent-framework-we-built-for-o...
1•kentnguyen•4m ago•1 comments

The Skills That Matter Now

https://jasonrobert.dev/blog/2026-04-10-the-skills-that-matter-now/
1•hulksmash5756•4m ago•0 comments

Ask HN: What function will inference cost take v.s. time?

1•davidajackson•4m ago•0 comments

Women Who Mapped the Universe and Still Couldn't Get Any Respect

https://www.smithsonianmag.com/history/the-women-who-mapped-the-universe-and-still-couldnt-get-an...
1•pmontra•7m ago•0 comments

AfterImage – Generate synthetic multi-turn chat data from documents

https://github.com/altaidevorg/afterimage
4•monatis•8m ago•1 comments

Google Told to Share Search Data with AI Rivals in EU Proposal

https://www.bloomberg.com/news/articles/2026-04-16/google-told-to-share-search-data-with-ai-rival...
1•gopkarthik•8m ago•1 comments

Agent-Safe Git

https://blog.gitbutler.com/agentic-safety
1•aspleenic•11m ago•0 comments

Canopy – local semantic code search that cuts AI agent tokens 85-91%

https://github.com/LioraLabs/canopy
1•shiny_guru•11m ago•0 comments

PyPI has completed its second audit

https://blog.pypi.org/posts/2026-04-16-pypi-completes-second-audit/
1•miketheman•11m ago•0 comments

Concerns mount over private credit in the United States

https://www.lemonde.fr/en/economy/article/2026/04/16/concerns-are-mounting-over-private-credit-in...
1•geox•12m ago•0 comments

Show HN: Rollquation – A Rolling-Ball Math Puzzle Game for Android (Solo Dev)

https://play.google.com/store/apps/details?id=com.JabGames.PathCalculationMathPuzzle&hl=en_US
1•falcon19j•12m ago•0 comments

The API Tooling Crisis: Why developers are abandoning Postman and its clones?

http://efp.asia/blog/2025/12/24/api-tooling-crisis/
2•birdculture•14m ago•1 comments

Artifacts: Versioned storage that speaks Git

https://blog.cloudflare.com/artifacts-git-for-agents-beta/
1•jgrahamc•14m ago•0 comments

Parsing Keywords in Lisp with Speed of C

https://in-parentheses.codeberg.page/posts/lisp-as-fast-as-c/
1•yacin•15m ago•0 comments

The World Bank thinks better of its old free-market absolutism

https://www.theatlantic.com/ideas/2026/04/world-bank-industrial-policy/686820/
1•AndrewDucker•15m ago•0 comments

Rust 1.95.0

https://blog.rust-lang.org/2026/04/16/Rust-1.95.0/
2•caution•15m ago•0 comments

Mozilla Thunderbolt

https://www.thunderbolt.io/
2•dabinat•15m ago•0 comments

Monthly News – March 2026

https://blog.linuxmint.com/?p=5019
1•paulnpace•17m ago•0 comments

Show HN: Projects in 25 Weeks Challenge

https://randomdailyurls.com/25-projects/
1•kilroy123•18m ago•0 comments

Is Anthropic Enshittifying their core product?

https://sderosiaux.substack.com/p/is-anthropic-enshittifying-their
1•chtefi•18m ago•1 comments

Linux Begins Removing Support for Russia's Baikal CPUs

https://www.phoronix.com/news/Linux-Dropping-Baikal-CPUs
1•Brajeshwar•20m ago•0 comments

Setupx – Sync your dev environment across macOS, Linux, and Windows

https://github.com/sumant1122/setupx
1•paperplaneflyr•20m ago•0 comments

Writing a Nanopass Compiler (2014) [video]

https://www.youtube.com/watch?v=Os7FE3J-U5Q
1•tosh•21m ago•0 comments

The Dunning-Kruger Machine

https://www.whitenoise.email/p/the-dunning-kruger-machine
1•twhite214•21m ago•1 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•12mo ago

Comments

karmakaze•12mo 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•12mo 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•12mo 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•12mo 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•12mo 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•12mo 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•12mo ago
Hey Mark, I actually found this post via yours so thanks!