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Google's First TPU – Architecture (2024)

https://thechipletter.substack.com/p/googles-first-tpu-architecture
1•klelatti•3m ago•0 comments

Show HN: AI Code Guard – Detect security vulnerabilities in AI-generated code

https://github.com/ThorneShadowbane/ai-code-guard
2•ajujaans•3m ago•0 comments

How to (simply) host a production WordPress blog

https://docs.codecapsules.io/tutorials/how-to-simply-host-a-production-wordpress-blog
1•sixhobbits•8m ago•0 comments

Neural Scaling and the Quanta Hypothesis

https://ericjmichaud.com/quanta/
1•0lmer•9m ago•0 comments

Kahan on the 8087 and designing Intel's floating point (2016) [video]

https://www.youtube.com/watch?v=L-QVgbdt_qg
1•bananaboy•12m ago•0 comments

The RTX 5070 Ti Has Been Killed Off [video]

https://www.youtube.com/watch?v=yteN21aJEvE
1•mariuz•14m ago•0 comments

Ask HN: How can a new startup succeed in Europe in 2026?

1•roschdal•17m ago•0 comments

Building a Tweetdeck-style interface for LiveATC feeds

https://ianservin.com/2026/01/13/building-a-tweetdeck-style-interface-for-liveatc-feeds/
1•sdoering•18m ago•0 comments

Imperial Boomerang

https://en.wikipedia.org/wiki/Imperial_boomerang
1•thunderbong•21m ago•0 comments

Why AI Divides Programmers

https://techne98.com/blog/why-ai-divides-programmers/
1•fixedprog•22m ago•0 comments

Ran a 5k queries on 50k documents to understand the file vs. vector RAG debate

1•gdad•27m ago•0 comments

Show HN: WinDaisy – Try retro Windows colors on an old-school LOB app UI

https://github.com/cnkt/WinDaisy
1•ayi•28m ago•0 comments

We'll get a bit more cold air from the north

https://www.ventusky.com/#p=42.1;-88.5;3&w=strong
1•datl25•31m ago•1 comments

Ask HN: Why does it still make sense to review stupid bugs at PR time?

1•moshetanzer•31m ago•1 comments

EV roadside repairs easier than petrol or diesel, new data suggests

https://www.am-online.com/news/ev-roadside-repairs-easier-than-petrol-or-diesel-aa-and-autotrader...
1•smurda•31m ago•0 comments

Show HN: Zonfig – Zod-based config with validation and encrypted secrets

https://www.npmjs.com/package/@zonfig/zonfig
1•emmaera•32m ago•0 comments

My Philosophy on Alerting from a Site Reliability Engineer at Google

https://docs.google.com/document/d/199PqyG3UsyXlwieHaqbGiWVa8eMWi8zzAn0YfcApr8Q/edit
1•vanyle•33m ago•0 comments

Amazon launches its 'sovereign' cloud in Europe and plots expansion

https://www.cnbc.com/2026/01/15/amazon-sovereign-cloud-europe-expansion.html
1•Latitude7973•33m ago•0 comments

Hypothetical Divine Signatures: Proving Omniscience via Computational Complexity

https://www.stephendiehl.com/posts/divinity/
1•pure_coder•36m ago•0 comments

Russian Footprints (2006)

https://www.nationalreview.com/2006/08/russian-footprints-ion-mihai-pacepa/
1•thomassmith65•37m ago•0 comments

Beyond chain-of-thought: Scaling reasoning width and depth via parallel thinking

https://twitter.com/Meituan_LongCat/status/2011515214521647603
1•mountainview•38m ago•0 comments

Wikipedia's 25th Birthday

https://wikimediafoundation.org/wikipedia25/
1•omegacombinator•40m ago•0 comments

Why CTOs Are Exhausted [video]

https://www.youtube.com/watch?v=r1_10-CjnFI
1•avivby•41m ago•0 comments

CEO-CTO Therapy (Part 2): Measuring Engineering

https://avivbenyosef.com/ceo-cto-therapy-part-2-measuring-engineering/
1•avivby•42m ago•0 comments

iKKO Partners with MediaTek and SIMO to Launch MindOne

1•alamando•42m ago•1 comments

Podclip

https://play.google.com/store/apps/details?id=com.podclip.app&hl=en_US
1•ghostnoci•44m ago•0 comments

Show HN: SharpSkill – Forget your thoughts about Tech Interviews

https://sharpskill.fr/en
1•MakeMilk•44m ago•0 comments

AI Chrome Extension that copies UI components from live websites in your project

https://chromewebstore.google.com/detail/ui-capture-by-landinghero/kdnhhppnjcfeedmlblmibigilaokfohd
1•samyakk•46m ago•0 comments

Horizontalization in Biotech

https://corinwagen.github.io/public/blog/20260113_horizontalization.html
1•sebg•46m ago•0 comments

X 'acting to comply with UK law' after outcry over sexualised images

https://www.theguardian.com/technology/2026/jan/14/x-acting-to-comply-with-uk-law-after-outcry-ov...
2•beardyw•47m ago•2 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!