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Company Blew $500M on Claude AI in One Month Due to No Usage Limit on Licenses

https://www.gadgetreview.com/company-blew-500m-on-claude-ai-in-one-month
1•dotcoma•2m ago•0 comments

Nvidia says it has largely conceded China's AI chip market to Huawei

https://www.cnbc.com/2026/05/21/nvidia-jensen-huang-china-ai-chip-market-huawei.html
1•KnuthIsGod•7m ago•0 comments

Company accidentally blows $500M on Claude AI in one month

https://www.msn.com/en-us/news/technology/company-accidentally-blows-500-000-000-on-claude-ai-in-...
4•galaxyLogic•8m ago•0 comments

Show HN: Clinglang – A shorthand language for doctors to write structured cases

https://github.com/ppnpm/clinlang
1•ppnpm•20m ago•0 comments

OpenRCT2 v0.5.1 "Swamp Castle" released Last version to support Windows 7

https://openrct2.io/blog/2026/05/openrct2-v0.5.1-released
2•jandeboevrie•23m ago•0 comments

Guitar Tools – PWA for Scales, Circle of Fifths and More

https://guitar-tools.eejalab.xyz/
3•hannofcart•24m ago•1 comments

Sleuths uncover 100 suspicious images in Thermo Fisher antibody catalogue

https://www.nature.com/articles/d41586-026-01706-2
1•Teever•27m ago•0 comments

Cathy Tie's mission to genetically modify babies

https://www.theguardian.com/science/2026/may/30/there-is-no-way-to-stop-this-biotech-barbie-cathy...
1•skruger•35m ago•0 comments

Boom shakes S Carolina, rattling Columbia and raising questions about the cause

https://www.thestate.com/news/local/environment/article315932620.html
2•thunderbong•43m ago•0 comments

Show HN: I built an Android OS in the browser

https://mobilegym.dev/
1•haozaz•43m ago•0 comments

A Weekend in Claude Design Saves 3 Weeks of Claude Code

https://cashandcache.substack.com/p/the-prototype-tax-how-a-weekend-in
2•binyu•49m ago•0 comments

The 12 Futures of AI

https://medium.com/@butsch_79/the-12-futures-of-ai-a42d67bd9a20
1•andsoitis•52m ago•0 comments

The Biggest Tell That Something Was Written by AI

https://www.theatlantic.com/technology/2026/05/how-to-tell-ai-writing/687345/
5•nlawalker•53m ago•3 comments

Indian court ruling on Google keyword ads could reshape online advertising

https://www.reuters.com/business/media-telecom/indian-court-ruling-google-keyword-ads-could-resha...
1•rustoo•53m ago•0 comments

The next frontier of the luxury airline arms race might be waged in the toilet

https://www.cnn.com/travel/first-class-toilets-emirates-airbus-travel-intl-spc
2•tomodachi94•53m ago•0 comments

Poor sleep linked to rising cancer risk in under-50s

https://www.theguardian.com/society/2026/may/30/poor-sleep-linked-rising-cancer-risk-under-50s
1•andsoitis•58m ago•1 comments

Records Show UC Sharing Data with US Customs and Border Protection

https://www.dailycal.org/news/uc/records-show-uc-sharing-data-with-us-customs-and-border-protecti...
14•computerliker•59m ago•0 comments

Ask HN: What could happen if human beings become obsolete?

4•baddash•1h ago•2 comments

HeavensLive: The Marketplace That Gives You Free Money to Start – No Strings

https://www.heavenslive.com
1•bbenevolence•1h ago•0 comments

Mean Hand

https://portfolio.anna-zhang.com/projects/mean-hand
2•sdrothrock•1h ago•0 comments

Farewell AWS

https://www.adventuresinoss.com/farewell-aws/
2•cafkafk•1h ago•0 comments

An Usable Minimal Programming Language?

https://github.com/las-r/aergia
1•las_r•1h ago•1 comments

Ask HN: Why I have such bad luck?

2•alonsovm44•1h ago•0 comments

Vercel Analytics Alternative When You Outgrow the Free Tier

https://raah.dev/blog/vercel-analytics-alternative
1•Arindam1729•1h ago•0 comments

Show HN: NoTime – a Firefox extension for one-sentence summaries

https://addons.mozilla.org/en-US/firefox/addon/no-time/
1•dh1011•1h ago•1 comments

China's world-beating solar industry is in turmoil

https://economist.com/china/2026/05/26/chinas-world-beating-solar-industry-is-in-turmoil
3•andsoitis•1h ago•1 comments

SpaceX and the 'Enshittification' of Markets

https://www.ft.com/content/f724d500-fd45-4f38-86b8-549b5cae88ba
3•petethomas•1h ago•0 comments

Treasury Sec Bessent says US Government has seized $1B of Iran's crypto

https://twitter.com/bitcoinmagazine/status/2060442288598155762
1•computerliker•1h ago•0 comments

The Orchestration Tax

https://addyosmani.com/blog/orchestration-tax/
1•jnakano89•1h ago•0 comments

PROMPTPurify: 14 MB CPU-only prompt-injection guard (benchmarked vs. OSS guard)

https://github.com/securelayer7/PROMPTPurify
1•sandeep_kamble•1h 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!