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Nvidia Alpamayo 2 Super: The Frontier Open Model for Autonomous Vehicles

https://blogs.nvidia.com/blog/alpamayo-2-super-open-model-now-available/
1•gmays•1m ago•0 comments

Curta Calculator

https://en.wikipedia.org/wiki/Curta
1•michaelleland•2m ago•0 comments

Great Event Planning Skill

https://github.com/arnons1/great-event-planning-skill
1•arnon•2m ago•0 comments

Sleeping at Scale

https://buildkite.engineering/sleeping-at-scale/
1•jhealy•4m ago•0 comments

Anthropic Refuses to Support Agents.md

https://github.com/anthropics/claude-code/issues/6235
1•fg137•4m ago•0 comments

Ask HN: How zero-server apps sync keys and chat history securely across devices?

1•Brandon-Coll•5m ago•0 comments

The existence of the square root of two

https://www.dpmms.cam.ac.uk/~wtg10/roottwo.html
1•pykello•5m ago•0 comments

Kodak invented digital photography in 1975 and still couldn't survive it [video]

https://www.youtube.com/watch?v=c_N-ZI6aGhA
1•adhikaribipin•6m ago•0 comments

Does this website look vibe coded?

https://platform.stridee.fit
1•alvaromolina0•7m ago•1 comments

How much would value the domain 'cmdk.ai' and 'commandk.ai'

1•hpragdish•10m ago•0 comments

Checkout this coding harness that compiles codebase. 78% SWE-Bench (DS v4flash)

https://benzi.fly.dev/
2•sessionking•12m ago•2 comments

AI code where are the pitfalls?

1•ffgffffddxxxx•12m ago•0 comments

Os8088.com: IBM XT OS now has a Browser, CP/M 2.2 with Z80 core and MS Word 1.1a

https://os8088.com/spotlight/
2•jggonz•13m ago•1 comments

AI generated code is it any good?

https://discuss.google.dev/t/trusted-automation-with-google-antigravity-scaling-secure-finance-in...
1•ffgffffddxxxx•13m ago•1 comments

Apple Compared My Neurodivergent Disability Adjustments to Dog-Sitting: VisionOS

https://edgecaseexistence.com/articles/apple-dogsitting/
3•xr-rnd•14m ago•0 comments

Did OpenAI's AI hack Hugging Face? An evidence audit

https://speedyweedyops.org/did-openai-ai-hack-hugging-face/
1•igovnow•15m ago•0 comments

The AI Boom Is About to Make Cars More Expensive

https://www.theatlantic.com/technology/2026/08/car-prices-memory-ram-ai/688329/
1•littlexsparkee•15m ago•2 comments

Firefly Aerospace to fly Zeno Power radioisotope heater on lunar lander mission

https://spacenews.com/firefly-aerospace-to-fly-zeno-power-radioisotope-heating-unit-on-lunar-land...
2•rbanffy•16m ago•0 comments

Astronomers detect fastest known star in Milky Way

https://www.theguardian.com/science/2026/aug/19/astronomers-detect-fastest-known-star-in-milky-wa...
1•wslh•18m ago•0 comments

I Became a Pediatrician Because I Wanted to Be a Good Adult

https://drped.substack.com/p/i-became-a-pediatrician-because-i
9•jamarna•20m ago•1 comments

Show HN: ComputeFence – preflight checks for rented GPU training jobs

https://github.com/Francisco-Booth/ComputeFence
1•Exolio_AI•21m ago•0 comments

AI-generated writing: it's still bad

https://greyenlightenment.com/2026/08/18/ai-generated-writing-its-still-bad/
4•paulpauper•21m ago•1 comments

AI is less likely to launch a nuclear strike when it reasons in Japanese

https://www.unite.ai/ai-is-less-likely-to-launch-a-nuclear-strike-when-it-reasons-in-japanese/
2•50kIters•22m ago•0 comments

Every Steam Frame Official Video Leaked [video]

https://www.youtube.com/watch?v=PpMgjtQhVsI
1•LelouBil•22m ago•0 comments

OpenAI's Unraveling Has Begun

https://garymarcus.substack.com/p/breaking-openais-unraveling-has-begun
12•7777777phil•23m ago•1 comments

Show HN: I forked an agent stack and measured myself against it, losses included

https://toolbay.ai/stack
1•orion232•25m ago•0 comments

I am so against volunteering in academia (ecology-edition)

https://statmodeling.stat.columbia.edu/2026/08/19/why-i-am-so-against-volunteering-in-academia-ec...
3•Tomte•26m ago•0 comments

Ask HN: If you write release notes, what stops you from being specific?

1•gtirloni•27m ago•0 comments

Taurus: Building a live guitar pedalboard from AudioUnit plugins on Mac and iPad [video]

https://www.youtube.com/watch?v=CpU4yg9-E9Y
1•arbayi•30m ago•0 comments

The learned helplessness epidemic of the AI era

https://substack.com/sign-in
1•ronniebasak•32m 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!