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Show HN: Kage – Real product design inspiration turned into prompts for agents

https://kage.design/
1•bustylasercanon•1m ago•0 comments

Show HN: CuTile for Java Port

https://www.reddit.com/r/CUDA/comments/1wdbqbb/possible_cutile_integration_in_java_after_rust/
1•mikepapadim•1m ago•0 comments

Mesop is no longer maintained

https://github.com/mesop-dev/mesop
1•Thicken2320•3m ago•0 comments

Fast Unrounded Scaling: Proof by Ivy

https://research.swtch.com/fp-proof
1•torutofu•4m ago•0 comments

Why Bullshit Jobs Are (Finally) Dying [video]

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

Anthropic's Claude Opus 5 needs to be retracted

1•theGeatZhopa•5m ago•0 comments

My HTML Boilerplate

https://vale.rocks/posts/html-boilerplate
2•birdculture•5m ago•0 comments

AI Bloopers [pdf]

https://courses.cs.duke.edu/cps270/compsci570/current/AIBloopers.pdf
1•subdomain•6m ago•0 comments

Universals and Cultural Variation in Turn-Taking in Conversation (2009)

https://www.pnas.org/doi/10.1073/pnas.0903616106
1•lluisantoni•7m ago•1 comments

Show HN: ClaudeStatsBar: your session is 486k deep and nothing told you

https://github.com/Field-Logic-Ltd/ClaudeStatsBar
5•edf13•7m ago•1 comments

Show HN: OSM Edit MCP

https://github.com/skywinder/osm-edit-mcp
1•skywinder•8m ago•0 comments

If coding is solved, what now?: Measuring the sloppiness of code

https://earendil.com/posts/measuring-code-sloppiness/
2•doppp•9m ago•0 comments

Re-Engineering YouTube for the Living Room: Bringing "Chrobalt" to RDK

https://www.collabora.com/news-and-blog/news-and-events/re-engineering-youtube-for-the-living-roo...
3•losgehts•9m ago•0 comments

Houthis 'take control' of key island in global shipping route

https://www.bbc.com/news/live/cmd683p01eljt
19•consumer451•10m ago•3 comments

Californians projected to spend $675M on OnlyFans this year: study

https://ktla.com/news/california/californians-projected-to-spend-675-million-on-onlyfans-this-yea...
3•anikeyq•10m ago•0 comments

Fill PDF Forms Instantly with Natural Language

https://docuqueue.com/ai-pdf-form-filler
1•notoriousarun•12m ago•0 comments

Cloud Hosting Is the Data Hostage Model, and It Has No Place in the AI Era

https://medium.com/@MirArshadTalpur/cloud-hosting-is-the-data-hostage-model-and-it-has-no-place-i...
1•Arshad-Talpur•13m ago•0 comments

Neuro Engine – MCP server cutting AI coding token waste by up to 96%

https://neuro-engine.netlify.app
2•lorenzoferreira•14m ago•0 comments

Show HN: IP to Company API – turn any IP into business data

https://elioplus.com/ip-to-company-api
1•iliasanta•16m ago•0 comments

Diesel prices in U.S. top $6 a gallon for first time

https://www.cbsnews.com/news/rising-diesel-prices-consumer-impact/
11•ck2•16m ago•6 comments

Why DuckDB 2.0 is faster

https://motherduck.com/blog/why-duckdb-20-is-faster/
2•jonbaer•19m ago•0 comments

Ask HN: What is the average number of hops in your social network to 9-11 death?

2•MrCoffee7•19m ago•0 comments

How Did Louis Armstrong Forever Change the World of Jazz Music?

https://www.thecollector.com/great-satchmo-contribution-jazz/
1•Tomte•19m ago•0 comments

Long form story with Qwen 0.8B

https://voice.cogumi.com/story-maker/
1•aichelles•21m ago•2 comments

Portainer 3.0 is coming, and here's what it means for you

https://www.portainer.io/blog/portainer-3-0-is-coming
2•treesknees•21m ago•0 comments

Show HN: Hazzel – tiny, open-source, Git-native coding agent

https://github.com/mukundzha/hazzel
5•mukundjha06•22m ago•0 comments

Most ambitious Linux project of all time failed, lawsuits more lucrative

https://www.howtogeek.com/most-ambitious-linux-project-failed-because-lawsuits-were-more-lucrative/
3•dxs•24m ago•0 comments

Ashes Become Stones: The Science Behind Solidified Remains

https://blog.partingstone.com/how-ashes-become-stones-the-science-behind-solidified-remains/
1•magthor•25m ago•0 comments

At Bending Spoons, the Numbers Are the Real Mind-Bender

https://www.wsj.com/finance/investing/at-bending-spoons-the-numbers-are-the-real-mind-bender-43f1...
2•codechicago277•25m ago•0 comments

Meta deployed agents and fired 8000 employees

https://economictimes.indiatimes.com/markets/us-stocks/wall-street-guide/25-year-old-hedge-fund-m...
2•gilfoyle_7•26m 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!