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Gen Z workers who fear AI will take their job actively sabotaging its rollout

https://fortune.com/2026/04/08/gen-z-workers-sabotage-ai-rollout-backlash/
1•9woc•1m ago•0 comments

Tabularis: A lightweight, cross-platform database client. Hackable with pkugins

https://github.com/debba/tabularis
1•thunderbong•2m ago•0 comments

Flowyble Studio – Run Claude, Copilot and Codex Side-by-Side

https://flowyble.com/studio
1•schizi•3m ago•0 comments

The Munro Lecture with Adam Tooze – April 8 2026 [video]

https://www.youtube.com/watch?v=Th1pZfKi4SI
1•hackandthink•4m ago•0 comments

Energy-Based Models Is All You Need

https://www.youtube.com/watch?v=h9Gkchqr__M
1•frag•6m ago•0 comments

The Infinity Man: Demis Hassabis, Colleagues and Rivals

https://thechipletter.substack.com/p/the-infinity-man
1•klelatti•6m ago•0 comments

Mark's Magic Multiply

https://wren.wtf/shower-thoughts/marks-magic-multiply/
1•luu•8m ago•0 comments

Give Your Agent a Canvas, Not Just a Chatbox

https://create0.ai
1•enha•10m ago•0 comments

The Great GPU Shortage: H100 Rental Prices Up 40%

https://newsletter.semianalysis.com/p/the-great-gpu-shortage-rental-capacity
2•alecco•10m ago•0 comments

Due Diligence Framework Before Your Business Commits to Open Source

https://groundblue.gumroad.com/l/nlzhlx
1•elsadek•11m ago•0 comments

Show HN: I missed my terminal so I rebuilt email

https://tallyman.io
3•Mechse•13m ago•0 comments

AIYO Wisper – Local voice-to-text for macOS (WhisperKit, open source)

https://github.com/Aiyo28/aiyo-wisper
1•Aiyo28•16m ago•0 comments

What We Learned Building a Rust Runtime for TypeScript

https://encore.dev/blog/rust-runtime
1•vinhnx•18m ago•0 comments

Rust terminal projects in 3 years

https://blog.orhun.dev/800-rust-projects/
1•vinhnx•19m ago•0 comments

How AI Is Reimagining the Game of Golf–For Both Players and Courses

https://www.wsj.com/sports/golf/ai-in-golf-technology-impact-4122d0e1
2•thm•20m ago•0 comments

The tragedy of leisure

https://www.ft.com/content/b91b739e-2164-463c-a8e0-54b59650a9f9
2•pramodbiligiri•29m ago•0 comments

State of Utopia passes its first law

https://stateofutopia.com/laws/1/law1.html
1•logicallee•30m ago•2 comments

EU fingerprint and photo travel rules come into force

https://www.bbc.co.uk/news/articles/c39rkpe8mj2o
3•zeristor•30m ago•0 comments

Umeshism

https://scottaaronson.blog/?p=40
2•yawboakye•30m ago•0 comments

Artemis II is competency porn

https://lizplank.substack.com/p/artemis-ii-is-competency-porn-and
2•jgrodziski•36m ago•0 comments

Why you need to replace your native macOS screenshot app?

https://snapkeep.webytes.net/
1•Mohamm6d•36m ago•1 comments

Automated Browser Testing with MCP

https://en.wikipedia.org/wiki/Test_automation
2•jacksonkasi•41m ago•0 comments

Kaze Emanuar: Illegal 3D Rendering Techniques (N64) [video]

https://www.youtube.com/watch?v=xIUkoUEMf_g
1•tnelsond4•44m ago•0 comments

Picasso's Guernica (Gigapixel)

https://guernica.museoreinasofia.es/gigapixel/#3/63.11/-120.59
2•guigar•44m ago•0 comments

Show HN: LSM Trees: MemTable, Compaction, and the Amplification Triangle [video]

https://www.youtube.com/watch?v=rOC7jkN748w
1•rcron•44m ago•0 comments

France's government is ditching Windows for Linux, says US tech a strategic risk

https://www.xda-developers.com/frances-government-ditching-windows-for-linux/
5•pabs3•46m ago•1 comments

Reverse Engineering File Format Steganography Chain of the TeamPCP Attack

https://husseinmuhaisen.com/blog/reverse-engineering-teampcp-telnyx-file-format-chain/
1•husseinmuhaisen•46m ago•1 comments

GazeFollow from Scratch

https://github.com/aldipiroli/GazeFollow_from_scratch/tree/main
2•tgnk2341•47m ago•0 comments

Incremental Compilation with LLVM

https://ziglang.org/devlog/2026/#2026-04-08
1•birdculture•49m ago•0 comments

I built a skill manager for AI agents. The agents install the skills themselves

https://github.com/nattergabriel/reseed
3•eterer•50m ago•1 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!