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Show HN: Visualize Your Thinking Patterns as a Graph

https://unravelmind.vercel.app/
1•Pr4shant•29s ago•0 comments

Building an AI agent that grills you on your dev tickets

1•heynithin•53s ago•0 comments

Apple's AI Troubles Are Fading. Just Look at the Stock

https://www.barrons.com/articles/apple-ai-iphone-17-stock-record-google-3c73f09c?mod=RSSMSNBarrons
1•retskrad•1m ago•0 comments

Steam Deck lead reveals Valve is funding ARM compatibility of Windows games

https://frvr.com/blog/news/steam-deck-lead-reveals-valve-is-funding-arm-compatibility-of-windows-...
1•OsrsNeedsf2P•1m ago•0 comments

2025 Q3 DDoS threat report – including Aisuru, the apex of botnets

https://blog.cloudflare.com/ddos-threat-report-2025-q3/
2•ChrisArchitect•2m ago•0 comments

Cloudflare WAF proactively protects against React vulnerability

https://blog.cloudflare.com/waf-rules-react-vulnerability/
1•karimf•2m ago•1 comments

AI Safety Index Winter 2025 Edition

https://futureoflife.org/ai-safety-index-winter-2025/
1•layer8•4m ago•0 comments

Can AI keep particle accelerators in line?

https://www.lanl.gov/media/publications/1663/can-ai-keep-accelerators-in-line
1•LAsteNERD•5m ago•0 comments

Show HN: ApiRealTest Beta – Test APIs Through Real User Scenarios

https://api-real-test.lovable.app
1•sumanthchary•5m ago•0 comments

Ams NanEyeC Integrated Camera Module CMOS Image Sensors

https://ams-osram.com/products/sensor-solutions/cmos-image-sensors/ams-naneyec-integrated-camera-...
1•thunderbong•6m ago•0 comments

Google Cloud's Managed Cross-Cloud Network with AWS

https://cloud.google.com/blog/products/networking/extending-cross-cloud-interconnect-to-aws-and-p...
2•fastest963•9m ago•0 comments

Claude for Nonprofits \ Anthropic

https://www.anthropic.com/news/claude-for-nonprofits
1•raybb•10m ago•1 comments

What is Bending Spoons? Everything to know about Eventbrite's acquirer

https://techcrunch.com/2025/12/03/what-is-bending-spoons-everything-to-know-about-aols-acquirer/
2•unripe_syntax•10m ago•0 comments

JWST Discovers a Milky Way-Like Spiral Galaxy Where It Shouldn't Exist

https://www.iflscience.com/jwst-discovers-a-milky-way-like-spiral-galaxy-where-it-shouldnt-exist-...
2•Brajeshwar•13m ago•0 comments

How to measure the accuracy of forecasts (2016)

https://longform.asmartbear.com/forecast/
1•mooreds•13m ago•0 comments

Show HN: Elements as Linear Combinations

https://zuriby.github.io/math.github.io/lc-pt.html
1•tzury•15m ago•0 comments

Show HN: Synthome – TypeScript SDK for building composable AI media pipelines

https://github.com/synthome-dev/synthome
2•dubovetzky•16m ago•0 comments

Neo-Luddism

https://en.wikipedia.org/wiki/Neo-Luddism
1•kklisura•16m ago•0 comments

Higher Education and AI: Some Musings

https://bastian.rieck.me/blog/2025/education/
1•Pseudomanifold•16m ago•0 comments

Trump calls Somali immigrants 'garbage' as US reportedly targets Minnesota

https://www.theguardian.com/us-news/2025/dec/02/trump-somali-immigrants-minnesota
3•duxup•17m ago•1 comments

Vulkan SDK now ships with SDL3

https://twitter.com/LunarGInc/status/1995884540120928661
1•davikr•19m ago•0 comments

Flint Artifacts and Roman Altar Fragment Found Beneath Houses of Parliament

https://www.smithsonianmag.com/smart-news/archaeologists-digging-beneath-britains-houses-of-parli...
1•divbzero•21m ago•0 comments

Zillow Removes Climate Risk Scores

https://www.theguardian.com/environment/2025/dec/01/zillow-removes-climate-risk-data-home-listings
2•RickJWagner•21m ago•0 comments

Curlie web directory download – 2.9M editor approved websites for your AI

https://curlie.org/download
2•KnowledgeWeaver•25m ago•1 comments

Django 6.0 Released

https://www.djangoproject.com/weblog/2025/dec/03/django-60-released/
7•sirodoht•28m ago•0 comments

AI infrastructure is being built on a mountain of new DEBT

https://twitter.com/GlobalMktObserv/status/1995848679404507467
2•DivingForGold•29m ago•0 comments

Extending yeast lifespan boosts biosynthetic output of valuable compounds

https://phys.org/news/2025-11-yeast-lifespan-boosts-biosynthetic-output.html
2•PaulHoule•29m ago•0 comments

Show HN: Aim-Style Instant Messaging in VSCode

https://marketplace.visualstudio.com/items?itemName=devchat-dev.devchat-im
1•milowata•29m ago•0 comments

Sugars, 'Gum,' Stardust Found in NASA's Asteroid Bennu Samples

https://www.nasa.gov/missions/osiris-rex/sugars-gum-stardust-found-in-nasas-asteroid-bennu-samples/
4•e145bc455f1•30m ago•0 comments

Instant server hot-reload across the Wasm boundary

https://primate.run/blog/primate-035#server-hot-reload
5•sarumake•30m ago•0 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•7mo ago

Comments

karmakaze•7mo 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•7mo 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•7mo 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•7mo 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•7mo 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•7mo 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•7mo 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•7mo ago
Hey Mark, I actually found this post via yours so thanks!