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Build a legal document conflict detector

https://isaacus.com/blog/build-a-legal-document-conflict-detector
1•ubutler•8s ago•0 comments

Despite human sacrifice after El Niño, ancient societies generally peaceful

https://www.frontiersin.org/news/2026/11/09/despite-sacrificing-people-catastrophic-el-nino-flood...
1•gumby•58s ago•0 comments

Securing Rust's supply chain with an extended standard library

https://kerkour.com/rust-supply-chain-security-stdx
1•crabmusket•1m ago•0 comments

MaldocTrace: Emulate VBA and Excel 4.0 macros in a simulated Windows environment

https://github.com/debugactiveprocess/MaldocTrace
1•ironbits•1m ago•0 comments

Show HN: Motion Debugger – A browser critic for AI slop

https://github.com/ShadowKingYT444/motion-debugger
1•ShadowKingYT444•1m ago•0 comments

Show HN: Receipts, agent skills that make PRDs and metrics cite their evidence

https://github.com/aliraza2025/receipts
1•axraza5•4m ago•0 comments

Lex White Productions Open Media Platform

https://lexwhite.net
1•lexwhite•4m ago•1 comments

Platonic Solids in All Dimensions (2020)

https://math.ucr.edu/home/baez/platonic.html
1•andsoitis•5m ago•0 comments

He let an AI read too many court auction listings. Now he is in a Turkish jail

https://medium.com/@rkzlyldrm/he-let-an-ai-read-too-many-court-auction-listings-now-he-is-in-a-tu...
3•rkzlyldrm•6m ago•0 comments

A2UI 1.0

https://developers.googleblog.com/a2ui-10-build-delightful-fast-reliable-agentic-experiences/
1•zeroasterisk•13m ago•1 comments

Ask HN: What do your technical interviews look like today? (Nov 2026)

4•Heap4112•20m ago•1 comments

Learning from Real-World Experience

https://www.perplexity.ai/hub/blog/learning-from-real-world-experience
2•gmays•25m ago•0 comments

Hijacking a Playground with One Request

https://henriemategui.com/post/hijacking-a-playground-with-one-request
2•henriemategui•26m ago•0 comments

I caught Microsoft Defender uploading my unreleased software without asking

https://garrettstimpson.ca/posts/2026/11/11/caught-microsoft-red-handed-with-hodometer/
1•gary23w•28m ago•0 comments

Wikimedia Foundation Salaries

https://meta.wikimedia.org/wiki/Wikimedia_Foundation_salaries
1•catskull•28m ago•0 comments

Show HN: Lynx – open-source fully-customizable AI workspace

https://github.com/yakkomajuri/lynx
1•yakkomajuri•29m ago•0 comments

A verified 2.2M-subscriber YouTube channel promoted a remote-access trojan

https://blueteam.cool/posts/quantai-fake-youtube-netsupport-rat/
2•khalidkhair•31m ago•0 comments

China Covered Desert Land with Solar Panels,Found 126% More Carbon in the Soil

https://www.gadgetreview.com/china-covered-desert-land-with-solar-panels-researchers-found-126-mo...
3•PicardManeuver•31m ago•1 comments

Show HN: Litek8s – Kubernetes API in one Rust binary, 23 MiB idle

https://litek8s.dev/
1•jairofdez•33m ago•0 comments

Nintendo Targets Picofly Switch Modchip Firmware in GitHub DMCA Takedown

https://torrentfreak.com/nintendo-targets-picofly-switch-modchip-firmware-in-github-dmca-takedown/
2•gslin•34m ago•0 comments

Waymo Tailgates, Tries to Pass CHP Blockade; Another Drives Around with Ticket

https://sfist.com/2026/11/11/waymo-tailgates-tries-to-pass-chp-blockade-in-sf-while-another-drive...
2•mikhael•36m ago•0 comments

Big Pharma subsidizes biotech investors

https://www.baybridgebio.com/blog/ipo_ma_dependence
1•aaavl2821•38m ago•0 comments

Show HN: Just Dashboard, an open-source VPS management dashboard

https://github.com/JustDashboard/Just-Dashboard
1•Wayy01•42m ago•0 comments

MAI-Transcribe-2: Fastest, most accurate and cheapest speech recognition model

https://microsoft.ai/news/mai-transcribe-2-is-the-fastest-most-accurate-and-cheapest-speech-recog...
1•gmays•46m ago•0 comments

Venture Multiples and 10 Year Cycles

https://www.sohum.com/venture-multiples-and-10-year-cycles/
1•Sohum•49m ago•1 comments

Use Uncensored Models on OpenCode, Codex, and Claude Code

https://openuncensored.com/blog/use-uncensored-models-in-cursor-cline-codex
1•DhruvAtreja•49m ago•0 comments

AMD implements new subpar swap system

https://www.notebookcheck.net/AMD-s-new-trick-lets-servers-use-half-as-much-DRAM-with-minimal-per...
1•xlayn•51m ago•0 comments

ExxonMobil launches legal challenge to EU carbon capture rules

https://www.ft.com/content/377d2ae5-112f-411f-bfc1-5e498948cb7b
3•JumpCrisscross•53m ago•0 comments

Adobe Source Libraries Overview (2007)

https://stlab.adobe.com/group__asl__overview.html
1•GaryBluto•55m ago•0 comments

Reconsidering the drivers of ice-shelf collapse

https://www.nature.com/articles/s41467-026-76772-1
1•bryanrasmussen•55m 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!