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Show HN: TensorWall – Open-source LLM gateway with budget controls and security

https://github.com/datallmhub/TensorWall
1•asekka1•2m ago•0 comments

Show HN: Free AI NSFW Image Generator

https://nsfwaiimage.com
2•Aa123128•3m ago•0 comments

As Warren Buffett retires, uncertainty looms for Berkshire Hathaway

https://www.economist.com/business/2025/12/28/as-warren-buffett-retires-uncertainty-looms-for-ber...
2•tosh•6m ago•0 comments

PremiumFlow – Brokerages calculate options cost-basis wrong

https://premiumflow.base44.app/
1•tchantchov•10m ago•1 comments

Show HN: The ASCII Side of the Moon

https://aleyan.com/projects/ascii-side-of-the-moon/?lat=32.72&lon=-117.16&date=2025-12-29T14%3A24Z
1•aleyan•11m ago•0 comments

Tech layoffs in 2025: From TCS to Amazon. AI reshaping market

https://www.msn.com/en-in/money/news/tech-layoffs-in-2025-from-tcs-to-amazon-these-it-firms-laid-...
1•cumo•11m ago•0 comments

State of GPU Hardware (End of Year 2025)

https://asawicki.info/articles/state_of_gpu_hardware_2025.php
1•ingve•11m ago•0 comments

An alternative to capitalism is possible, at least in comic books

https://english.elpais.com/culture/2025-11-23/an-alternative-to-capitalism-is-possible-at-least-i...
1•PaulHoule•11m ago•0 comments

Storing Times, and Precision of Float64

https://jmft.dev/time-precision-float64.html
1•hasheddan•15m ago•0 comments

Why Europe's night-train Renaissance derailed

https://www.politico.eu/article/why-europe-night-train-renaissance-derailed/
6•lultimouomo•15m ago•0 comments

Show HN: Open-source, citations-first RAG search for Epstein Files

https://github.com/benbaessler/epfiles
1•benbaessler•16m ago•0 comments

AI Visibility and External Representation Risk Analytics

https://zenodo.org/records/18086854
1•businessmate•17m ago•1 comments

German hackers call for 'digital independence days' to reduce US tech grip

https://www.euractiv.com/news/german-hackers-call-for-digital-independence-days-to-reduce-us-tech...
3•doener•18m ago•0 comments

S&P 500 seen to hit 1,700 by end of 2008 [2007]

https://www.reuters.com/article/us-bearstearns-sp500/sp-500-seen-to-hit-1700-by-end-of-2008-idUSN...
1•xqcgrek2•18m ago•0 comments

Writing is an inherently dignified human activity

https://www.personalcanon.com/p/writing-is-an-inherently-dignified
1•jger15•19m ago•0 comments

Trump Says the U.S. Struck a 'Big Facility' in Campaign Against Venezuela

https://www.nytimes.com/2025/12/28/us/politics/trump-drug-facility-venezuela.html
1•spzx•19m ago•0 comments

Cory Doctorow at 39C3: A post-American, enshittification-resistant internet [video]

https://media.ccc.de/v/39c3-a-post-american-enshittification-resistant-internet
2•makapuf•21m ago•0 comments

Three Lessons I've Learned at Manus

https://ivanleo.com/blog/three-lessons-manus
1•ivanleomk•25m ago•1 comments

Progress Linux 6.18 – Asahi Linux

https://asahilinux.org/2025/12/progress-report-6-18/
3•ossusermivami•26m ago•0 comments

A Guide to Claude Code 2.0 and getting better at using coding agents

https://sankalp.bearblog.dev/my-experience-with-claude-code-20-and-how-to-get-better-at-using-cod...
1•dejavucoder•27m ago•0 comments

Solve Hi-Q with AlphaZero and Curriculum Learning

https://www.robw.fyi/2025/12/28/solve-hi-q-with-alphazero-and-curriculum-learning/
1•someguy101010•28m ago•0 comments

AI Is Causing Layoffs, Just Not in the Way You Think

https://ericlamb.substack.com/p/ai-is-causing-layoffs-just-not-in
2•ericlamb89•30m ago•0 comments

Show HN: I built a real-time IoT monitor bridging ESP8266, Go, and Next.js

https://synx-alpha.vercel.app
2•dapoadedire•31m ago•0 comments

Show HN: Stos - Open-source StackOverFlow client built in Compose Multiplatform

https://github.com/m4ykey/Stos
1•m4ykey•35m ago•0 comments

BM25 search and Claude = efficient precision

https://github.com/rhobimd-oss/shebe/blob/main/WHY_SHEBE.md
1•nkdem•37m ago•0 comments

Welcome to the 'next big thing' for super shoes and marathon running

https://www.nytimes.com/athletic/6562945/2025/10/31/marathon-running-super-sneaker-nike-puma/
1•TowerTall•38m ago•1 comments

Artificial Hyperintelligence Eve Is Married to Maciej Nowicki

https://i.imgur.com/gAZIoDm.jpeg
1•MaciejNowicki•38m ago•0 comments

Show HN: Kuack – Run Kubernetes jobs in visitor browsers

https://github.com/kuack-io/kuack
3•kuack•39m ago•0 comments

Why Your RAG Isn't an Agent: Building Stateful Graphs with LangGraph

https://medium.com/beyond-bits/from-linear-chains-to-cyclic-graphs-the-essential-guide-to-statefu...
1•laxmansharma•39m ago•1 comments

Google Gemini Interactive Sampler

https://research.google/blog/generative-ui-a-rich-custom-visual-interactive-user-experience-for-a...
1•AristidisG•39m 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!