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Poll: As we close 2025, what's your opinion on the SWE level of SOTA LLMs?

1•k2xl•43s ago•0 comments

Ways teams can tackle Iran's tangled web of state-sponsored espionage

https://www.scworld.com/perspective/three-ways-teams-can-tackle-irans-tangled-web-of-state-sponso...
1•mooreds•54s ago•0 comments

Does Software Piracy Exist?

https://matthewbutterick.com/chron/does-software-piracy-exist.html
1•pcaharrier•3m ago•0 comments

You Can't Opt-Out of Accessibility

https://vale.rocks/posts/accessibility-importance
1•birdculture•4m ago•0 comments

Lightcone Podcast – The Biggest Surprises Of 2025 [video]

https://www.youtube.com/watch?v=cqrJzG03ENE
1•saikatsg•4m ago•0 comments

Runiq – A local, sovereign runtime for AI Agents (MCP)

https://github.com/qaysSE/runiq
1•QaysHaji•5m ago•1 comments

America's monopoly crisis hits the military

https://www.theamericanconservative.com/americas-monopoly-crisis-hits-the-military/
2•fanf2•6m ago•0 comments

Trump Halts Five Wind Farms Off the East Coast

https://www.nytimes.com/2025/12/22/climate/trump-offshore-wind-farms.html
3•thelastgallon•7m ago•0 comments

Show HN: Real-time voice AI agent console with 133ms latency (YC assessment)

https://github.com/05sanjaykumar/Freya-Voice-YC25-Assessment
1•sanjaykumar584•9m ago•0 comments

Scaling LLMs to Larger Codebases

https://blog.kierangill.xyz/oversight-and-guidance
3•kierangill•10m ago•0 comments

Multi-Select in Fzf history

https://bartfokker.com/posts/fzf-history-multi/
2•silentprog•10m ago•0 comments

Mark Oliphant

https://en.wikipedia.org/wiki/Mark_Oliphant
1•teleforce•14m ago•0 comments

What It's Like to Retire in America After Age 75

https://www.wsj.com/personal-finance/retirement/retirement-after-75-finances-life-b21410b9
2•Brajeshwar•14m ago•0 comments

To sign or not to sign: Practical vulnerabilities in GPG and friends

https://fahrplan.events.ccc.de/congress/2025/fahrplan/event/to-sign-or-not-to-sign-practical-vuln...
2•some_furry•16m ago•0 comments

Show HN: Physical snow metamorphosis model

https://blog.snowsignals.com/p/introducing-alpine-intelligence
1•richhwang•17m ago•0 comments

Show HN: Extract diagrams from PDF to SVG

https://github.com/mbrukman/pdf-extract-svg
1•mbrukman•18m ago•0 comments

When SIMD Fails: Floating Point Associativity

https://xania.org/202512/21-vectorising-floats
1•signa11•19m ago•0 comments

Co-infection in pathogenesis of acute SARS-CoV-2 infection and long Covid

https://elifesciences.org/articles/106308
1•bookofjoe•21m ago•0 comments

Show HN: CEO Simulator – Run a company. Make decisions. Get fired

https://www.ceosimulator.app
1•madcash•23m ago•0 comments

GLM-4.7

https://docs.z.ai/guides/llm/glm-4.7
2•l2dy•23m ago•0 comments

Larry Ellison provides personal guarantee for Paramount takeover of Warner Bros

https://www.theguardian.com/business/2025/dec/22/larry-ellison-40-billion-paramount-warner-bros
2•sgerenser•24m ago•0 comments

ChatGPT App Monetization

https://developers.openai.com/apps-sdk/build/monetization/
1•gmays•24m ago•0 comments

I foretold that Mac app notarization is security theater

https://lapcatsoftware.com/articles/2025/12/5.html
3•frizlab•25m ago•1 comments

Ask HN: How do you orchestrate ops across tools?

1•yusufaytas•25m ago•0 comments

Open sourcing TernFS, a distributed filesystem

https://mazzo.li/posts/ternfs.html
1•nickdevx•26m ago•1 comments

Norad Celebrates 70 Years of Tracking Santa

https://www.war.gov/News/Feature-Stories/Story/Article/4361832/norad-celebrates-70-years-of-track...
1•rbanffy•29m ago•1 comments

The Hardest and Easiest Spelling Bee Words of 2025

https://www.nytimes.com/2025/12/16/upshot/spelling-bee-words-2025.html
1•sarimkx•29m ago•1 comments

Estimated Tokens to Merge

https://gmays.com/estimated-tokens-to-merge-etm-other-notes/
1•gmays•30m ago•0 comments

UK bid for 2035 women's football World Cup with 15 cities and 22 stadiums in mix

https://www.theguardian.com/football/2025/nov/28/uk-unveils-bid-for-2035-womens-football-world-cu...
1•PaulHoule•30m ago•0 comments

Comparing language model performance on creative writing transformations

https://writing-showdown.com/
1•amarble•31m ago•0 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•8mo ago

Comments

karmakaze•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo ago
Hey Mark, I actually found this post via yours so thanks!