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Data Engineers Should Be Held to the Same Standards as Bakers

https://www.hermit-tech.com/blog/data-engineers-and-bakers
1•l0b0•4m ago•0 comments

Bob's Research, stock analysis, all filings read for you

https://www.bobsresearch.com/
1•mrmarco•6m ago•0 comments

TwoMillionKit: Private Cloud Compute in FoundationModels without an entitlement

https://github.com/insidegui/TwoMillionKit
1•zdw•13m ago•0 comments

'Quality decays exponentially following AI arrival': Experts leaving in droves

https://www.techradar.com/pro/quality-decays-exponentially-following-ai-arrival-research-shows-ex...
1•Fricken•14m ago•0 comments

Red Hat's Project Lightwell. Interview with Mo Duffy

https://opensourcesecurity.io/2026/2026-07-lightwell-mo-duffy/
1•LaSombra•19m ago•0 comments

NyxOS

https://github.com/kazah-png/nyx-os
1•kazah•25m ago•0 comments

Ask HN: How long do you use your personal laptop before replacing it?

3•thallavajhula•28m ago•2 comments

Gleam for Python Programmers

https://third-bit.com/gl4py/
3•TheWiggles•30m ago•0 comments

Letl1en

1•l1en•31m ago•0 comments

Billionaire exodus? California drew 10x more venture capital than anyother state

https://www.latimes.com/business/story/2026-07-10/billionaire-exodus-california-attracted-10-time...
1•WarOnPrivacy•32m ago•1 comments

Is the top song on Australian radio AI-generated?

https://www.theguardian.com/music/2026/jul/13/josh-fawaz-like-a-prayer-song-is-it-ai-radio
2•sbulaev•32m ago•0 comments

Sticky Note Chrome Extension Turns Favorites into Multimedia Sticky Notes

https://chromewebstore.google.com/detail/sticky-note-web-clipper-s/gniilbpapgommpalikcclpcnbcamgila
1•taskloco_nyc•35m ago•0 comments

The Future Worth Building Is Human

https://thinkingmachines.ai/blog/the-future-worth-building-is-human/
1•gmays•35m ago•0 comments

The University in the AI Era

https://htmx.org/essays/universities-and-ai/
1•vismit2000•37m ago•0 comments

Comparing the Burn Ability of 4 Materials Used for Wall Insulation [video]

https://www.youtube.com/watch?v=CdItsso3ur0
1•nomilk•37m ago•0 comments

[jdubray/sam-lib] V2 (PR #25)

https://github.com/jdubray/sam-lib/pull/25
1•turtleyacht•37m ago•1 comments

Show HN: 2026 World Cup Simulator with redemition mode

https://7-0worldcup.org/
1•cksmct•39m ago•0 comments

Droidsaw Rust Utility

https://lib.rs/crates/droidsaw
1•axus•40m ago•0 comments

Ask HN: As a customer, how do you feel about AI-First Customer Support?

2•gerardojbaez•49m ago•1 comments

Fable 5 on Playcode. As well as Sol, Grok 4.5 and GLM 5.2

https://playcode.io/blog/fable-5
1•ianberdin•56m ago•0 comments

Playcode Cloud – Firecracker backed and Neon inspired

https://playcode.io/blog/playcode-cloud
1•ianberdin•57m ago•0 comments

Adapnex: PLC Programming for Software Engineers

https://adapnex.com/
1•nobodyknowsyoda•1h ago•0 comments

A Metallurgist's Doubts About Self-Replicating Probes

https://www.centauri-dreams.org/2026/07/10/a-metallurgists-doubts-about-self-replicating-probes/
5•EA-3167•1h ago•0 comments

Global Talent Fund

https://www.globtalent.org/
1•nobodyknowsyoda•1h ago•0 comments

Common Cog: The Calibration Case Method

https://commoncog.com/calibration-case-method/
2•nobodyknowsyoda•1h ago•0 comments

This summer ski destination in the Andes isn't getting enough snow

https://www.cnn.com/2026/07/11/americas/chile-santiago-ski-snow-intl-latam
1•mooreds•1h ago•0 comments

Count Binface

https://countbinface.com
70•mooreds•1h ago•15 comments

Tend turns intent into local, reviewable feeds you can inspect, steer, and teach

https://github.com/EveryInc/tend
1•mooreds•1h ago•0 comments

Run SSH and Claude Code on 3DS

1•cadl11•1h ago•0 comments

Global Careers Hub – Free AI Tools, Scholarships and Career Resources

https://globalcareers-3qwcpfkw.manus.space/
1•Shuborna•1h 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!