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Characterizing Metastable Faults and Failures

http://muratbuffalo.blogspot.com/2026/07/characterizing-metastable-faults-and.html
1•tanelpoder•1m ago•0 comments

Grok is a surprisingly good automated theorem prover

https://github.com/henryrobbins/open-atp
1•henryrobbins00•1m ago•1 comments

Smartphone use on the toilet and the risk of hemorrhoids (2025)

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0329983
1•speckx•2m ago•0 comments

Vatican silent on Jewish villains in U.S. Catholic church pageants

https://forward.com/news/839093/ukrainian-catholic-church-verteps-jewish-villains/
1•leephillips•3m ago•0 comments

10" Raspberry Pi Touch Display 2 is $80

https://www.raspberrypi.com/news/a-new-10-raspberry-pi-touch-display-2-available-now-at-80/
1•geerlingguy•3m ago•0 comments

The Penny Is Dead, but Precision Isn't

https://www.sanjayparekh.com/the-penny-is-dead-but-precision-isnt/
1•sanjayparekh•4m ago•1 comments

GigaToken: ~1000x faster Language model tokenization

https://github.com/marcelroed/gigatoken/
1•syrusakbary•4m ago•0 comments

World Postcard Day 2026 postcard and theme

https://www.postcrossing.com/blog/2026/07/22/world-postcard-day-2026-postcard-theme
1•Tomte•4m ago•0 comments

Are AI Labs Pelicanmaxxing?

https://dylancastillo.co/posts/pelicanmaxxing.html
1•dcastm•7m ago•0 comments

US Circulates Draft UN Free Speech Declaration Targeting EU Censorship Law

https://reclaimthenet.org/trump-admin-circulates-draft-un-free-speech-declaration-eu-dsa
1•anonymousiam•7m ago•0 comments

Scoring our agent harness against Ryan Lopopolo's 12 harness engineering theses

https://tech.orbitalwitness.com/posts/2026-07-22-grading-ourselves-against-the-harness-engineerin...
1•andrewthompsonx•8m ago•0 comments

Next chapter: Restructuring GitHub's bug bounty program

https://github.blog/security/next-chapter-restructuring-githubs-bug-bounty-program/
1•Klaster_1•8m ago•0 comments

Xbox's new VP of engineering quits just 2 months after taking the job

https://www.pcgamer.com/gaming-industry/xboxs-new-vp-of-engineering-quits-just-2-months-after-tak...
2•Brajeshwar•8m ago•0 comments

Network expert Glenn Fiedler warns game devs to fix game vulnerabilities with AI

https://gamesbeat.com/network-expert-glenn-fiedler-warns-game-programmers-to-fix-game-code-vulner...
1•gafferongames•9m ago•0 comments

TEFF Lexicon–The Most Expensive Typeface

https://www.typewolf.com/blog/the-worlds-most-expensive-typeface
1•_vaporwave_•10m ago•0 comments

'.ai' websites are booming – and making millions for this tiny Caribbean nation

https://www.techradar.com/pro/ai-websites-are-booming-and-making-millions-for-this-tiny-caribbean...
1•speckx•10m ago•0 comments

AI meets Cryptography 3: What AI Found in Bron Labs's bron-crypto

https://blog.zksecurity.xyz/posts/bron-bugs/
3•baby•12m ago•0 comments

Why Trust Could Be Victoria's Next Export

https://www.douglasmagazine.com/building-trust-legal-victoria-tech-global-growth
1•ClearwayLaw•14m ago•0 comments

Ask HN: Where is NFTs as a technology or investment?

1•Otternonsenz•14m ago•3 comments

OrbitalWiki, a source-backed satellite catalog with a free API

https://www.orbitalwiki.com
1•Anomalit•15m ago•0 comments

Show HN: An MCP server that gives AI assistants live weather and hazard data

https://pixelgust.com/blog/weather-mcp-server
1•pixelgust•16m ago•0 comments

OpenAI admits it was the source of the agent swarm that attacked Hugging Face

https://www.theregister.com/ai-and-ml/2026/07/22/openai-admits-it-was-the-source-of-the-agent-swa...
3•maguszin•17m ago•0 comments

It's not a "rogue AI" when a badly made security harness executes scripts

https://hachyderm.io/@thomasfuchs/116964576606603226
3•doener•17m ago•0 comments

Deloitte systems denied Medicaid to the disabled. New laws could make it worse

https://www.npr.org/2026/07/20/nx-s1-5896359/medicaid-disabled-patients-denied-deloitte-michigan
2•Jimmc414•18m ago•0 comments

Investment Skills Lexicon: How great investors think

https://github.com/finterm-ai/investment-skills
1•zalzal•20m ago•0 comments

JPMorgan Owns AI Answers. Here's how rivals can compete..

https://www.americanbanker.com/news/jpmorgan-owns-ai-answers-heres-how-rivals-can-compete
1•petethomas•21m ago•0 comments

Emails Reveal Why a Town Put Bags over Its Flock Cameras

https://www.404media.co/flock-objects-to-our-removing-their-equipment-emails-reveal-why-a-town-pu...
4•Jimmc414•21m ago•0 comments

Show HN: SimpleBLE 1.0, a cross-platform Bluetooth LE library

https://github.com/simpleble/simpleble
1•kevindewald•23m ago•0 comments

Show HN: Infinite Programmer ASMR

https://hackerman.specr.net/
2•vunderba•23m ago•0 comments

The Download: NASA's new space telescope and OpenAI's autonomous hacker

https://www.technologyreview.com/2026/07/22/1140717/the-download-nasa-space-telescope-openai-hugg...
1•joozio•24m 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!