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ICE arrested more than 800 people after tips from US airport security agency

https://www.reuters.com/world/ice-arrested-more-than-800-people-after-tips-us-airport-security-ag...
1•gostsamo•49s ago•0 comments

Gitmore – AI summaries of your GitHub/GitLab activity (no more manual reports)

https://gitmore.io
1•SiwarGrami•1m ago•0 comments

Anthropic Set to Preview Powerful 'Mythos' Model to Ward Off AI Cyberthreats

https://www.wsj.com/tech/ai/anthropic-set-to-preview-powerful-mythos-model-to-ward-off-ai-cyberth...
1•bengebre•2m ago•0 comments

gitsugi; Mend the gaps in your GitHub contribution graph with gold

https://github.com/johnrbell/gitsugi
1•jfigure•3m ago•0 comments

"Inference Noise", AI slop's older brother

https://uxcontent.com/inference-noise-ai-vs-human-writing/
2•haubey•9m ago•0 comments

System Card: Claude Mythos Preview [pdf]

https://www-cdn.anthropic.com/53566bf5440a10affd749724787c8913a2ae0841.pdf
19•be7a•9m ago•3 comments

Show HN: I turned the Pong Wars simulation into a multiplayer game

https://github.com/mayerwin/pong-wars-reloaded
2•mayerwin•10m ago•0 comments

CIA used "long-range quantum magnetometry" called "Ghost Murmur" in Iran

https://nypost.com/2026/04/07/us-news/ghost-murmur-a-never-used-secret-tool-deployed-to-find-lost...
5•bhouston•10m ago•2 comments

First criticality for Indian fast breeder reactor

https://www.world-nuclear-news.org/articles/first-criticality-for-indian-fast-breeder-reactor
1•philipkglass•11m ago•0 comments

One async Rust codebase for STM32, Linux and the browser

https://aimdb.dev/blog/building-aimdb-one-async-api
2•sounds-like-lx•11m ago•0 comments

Meet The Hero: Jane Elliott

https://www.lowellmilkencenter.org/programs/projects/view/brown-eyes-blue-eyes/hero
2•thunderbong•13m ago•0 comments

Iranian-Affiliated Cyber Actors Exploit PLCs Across US Critical Infrastructure

https://www.cisa.gov/news-events/cybersecurity-advisories/aa26-097a
5•jaredwiener•13m ago•0 comments

A C++ library that reduces tail latency in RAM

https://twitter.com/lauriewired/status/2041567004814098542
2•mvdwoord•15m ago•0 comments

Assessing Claude Mythos Preview's cybersecurity capabilities

https://red.anthropic.com/2026/mythos-preview/
7•sweis•16m ago•0 comments

Is there any 'media' similar to HN? like the minimalist format

2•elmlabs•17m ago•0 comments

Alize – A daily newsletter that watches YouTube for you

https://alize.me
3•yasintoy•18m ago•0 comments

Project Glasswing: Securing critical software for the AI era

https://www.anthropic.com/glasswing
51•Ryan5453•18m ago•8 comments

Self-Promotion on HN

3•denotes•19m ago•0 comments

Facevitals – Lightweight rPPG vital signs monitoring (No GPU required)

https://github.com/Ninjexxx/facevitals
2•artzeraw•20m ago•0 comments

Reshape, not replace: What AI is changing about our work today

https://www.mjeggleton.com/blog/the-work-to-do-the-work
2•michaelje•20m ago•0 comments

War Is the Best VC Pitch Nobody Wants to Give

https://rawtext.io/signal/war-is-the-best-venture-capital-pitch/
3•just_a_watcher•23m ago•1 comments

AI replacing radiologists: Docs slam Nvidia, Anthropic CEOs for false info

https://timesofindia.indiatimes.com/technology/tech-news/as-ceo-of-americas-largest-public-hospit...
3•rustoo•23m ago•0 comments

Donald Trump is threatening the extinction of an 'entire civilization' tonight

https://isdonaldtrumpalive.com/donald-trump-is-alive-and-threatening-the-extinction-of-an-entire-...
4•only_in_america•23m ago•1 comments

Ask HN: What are you working on? (April 2026) (Non AI)

2•cousin_it•26m ago•7 comments

Show HN: PromptJuggler – A dev env and runner for prompts, workflows, agents

https://promptjuggler.com
2•TamasSzigeti•27m ago•0 comments

AI-powered roasts (and Solutions) for your product

https://roastcraft.app/en
2•techguydiy•27m ago•0 comments

I made Claude Code run on my Apple Watch

https://twitter.com/whosmatu/status/2041341039466971508
2•immatheus•28m ago•0 comments

GPT-5.4 in OpenClaw doesn't suck. Your prompts do

https://skylarbpayne.com/posts/openclaw-gpt-5-4-vs-opus/
2•sbpayne•29m ago•1 comments

Recursive Make Considered Harmful (1997) [pdf]

https://aegis.sourceforge.net/auug97.pdf
1•kaycebasques•30m ago•0 comments

Snapdragon X2 Elite Extreme: Strong Rival to Apple, Major Threat to AMD/Intel

https://www.notebookcheck.net/Qualcomm-Snapdragon-X2-Elite-Extreme-Analysis-Benchmarks-Efficiency...
2•Tuldok•30m ago•0 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!