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Show HN: An open derivatives pricing platform

https://quantra.io/
1•melenaboija•35s ago•0 comments

Diving Deeper on Nvidia's Vera CPU: New Architectural Details and Spec CPU 2026

https://www.servethehome.com/diving-deeper-on-nvidias-vera-cpu-new-architectural-details-and-spec...
1•ksec•49s ago•0 comments

Kittine, a custom language for Rust-powered web apps

https://kittine.com/
1•gidellav•1m ago•0 comments

Show HN: Loopweave – Extract seamless loops from audio files

https://loopweave.specr.net
1•vunderba•1m ago•0 comments

Using AI makes people less likely to admit they don't know something

https://www.theregister.com/ai-and-ml/2026/07/19/using-ai-makes-people-less-likely-to-admit-they-...
1•amai•1m ago•0 comments

AI Coding Assistant Strategy Slashes Token Bills

https://spectrum.ieee.org/ai-coding-assistant-china-anthropic
1•rbanffy•2m ago•0 comments

Show HN: Talyn – A app to track your GitHub PRs and hand off routine work

https://www.talyn.dev
1•tomowers•2m ago•0 comments

Agent doesn't know what your other agent did

https://agnitripathi.substack.com/p/your-agent-doesnt-know-what-your
1•agnitripathi•2m ago•0 comments

Gemini 3.5 Flash Cyber

https://deepmind.google/blog/introducing-gemini-3-5-flash-cyber/
1•speckx•2m ago•0 comments

Open-ultra: a self-training LLM routing proxy

https://github.com/numinous-technology/open-ultra
1•joshkolo•3m ago•0 comments

UK Gov fact sheet: New rules to protect children online

https://www.gov.uk/government/publications/fact-sheet-new-rules-to-protect-children-online/fact-s...
1•andrewstetsenko•4m ago•0 comments

Oracle could face $7B collateral bill for Wisconsin data centre

https://www.ft.com/content/b37030b6-bda8-4ba9-8e08-e6b88687b8f5
5•1vuio0pswjnm7•7m ago•1 comments

New upper bound for Bellman's Lost-in-a-forest problem, found with Fable

https://twitter.com/AryehDubois/status/2079561197460889703
2•atemerev•8m ago•0 comments

Amid Increased Scrutiny, ICE Detention and Deportation Data Goes Dark

https://www.themarshallproject.org/2026/07/15/ice-data-immigration-detention-transparency
6•Jimmc414•8m ago•0 comments

OpenRaft: Async rust raft crate with improvements

https://github.com/databendlabs/openraft
2•codedump•8m ago•0 comments

Wordtrak Daily: A Scrabble and crossword-inspired game

https://wordtrak.com/rounds/34109
2•qrush•9m ago•0 comments

ICE to Pay Thomson Reuters $125M to Find Voter Fraud

https://www.404media.co/ice-to-pay-thomson-reuters-125-million-to-find-voter-fraud/
20•Jimmc414•9m ago•2 comments

The end times

https://www.profgmedia.com/p/the-end-times
1•dchi04•10m ago•0 comments

How to Copy and Sync a Local MongoDB Collection to Atlas

https://visualeaf.com/blog/copy-sync-local-mongodb-collection-to-atlas/
2•serena_wright•10m ago•0 comments

Snap Nears Settlement of Addiction Case Ahead of Jury Trial

https://www.bloomberg.com/news/articles/2026-07-20/snap-nears-settlement-of-addiction-case-ahead-...
1•1vuio0pswjnm7•10m ago•0 comments

Mullvad and Daniel Berntsson's Failed Cleanup

https://markwrites.io/mullvad-and-daniel-berntssons-failed-cleanup/
1•HotGarbage•10m ago•0 comments

Gemini 3.6 Flash

https://ai.google.dev/gemini-api/docs/models/gemini-3.6-flash
1•__natty__•10m ago•1 comments

Agentic Chaos

https://ninjapenguin.co.uk/blog/2026/07/21/agentic-chaos/
2•pete001•11m ago•0 comments

Show HN: OpenAI Hackathon Submission: ADE

https://devpost.com/software/diff-forge-ai
1•Rizzist•11m ago•0 comments

Agentpause: Suspends LLM agents before rate limits, resumes cleanly

https://github.com/Champoleello/agentpause
1•Champoleello•11m ago•0 comments

How to Back Up PostgreSQL in Docker (Local, S3, and Plakar)

https://nickjanetakis.com/blog/how-to-back-up-postgresql-in-docker-local-s3-and-plakar
1•nickjj•12m ago•0 comments

Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber

https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flas...
34•logickkk1•12m ago•4 comments

China weighs tighter export controls on AI models and chips

https://www.ft.com/content/6049a031-9e9b-464c-97bb-414da04d5a6a
2•alephnerd•12m ago•0 comments

LLM – 99% hallucination-free outputs

https://api.5ceos.com
1•5CEOs•12m ago•0 comments

Show HN: Application Signal – AI That Evaluates Your YC Startup Idea

https://ycreport.rxlab.app
1•sirily11•13m 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!