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Pair Prompt and Agentic Interview

https://liveshortly.com
1•malviyamukul•5m ago•0 comments

Show HN: Monkeytype for Developers

https://osdtype-w5vr-six.vercel.app/play
1•itsarnavsh•5m ago•0 comments

Show HN: Whyline – Git native decision history for coding agents

https://github.com/anishmoncivarghese/whyline
1•anishvarghese•6m ago•0 comments

Two companies raised three in every ten venture dollars

https://datahyena.com/research/two-companies-raised-three-in-ten-venture-dollars/
1•ghostfoxgod•6m ago•0 comments

Red Alert 2 Yuri's Revenge decompilation – rebuilding the lost source code

https://www.reddit.com/r/redalert2/comments/1xaep2v/ra2yr_decompilation_rebuilding_the_lost_source/
1•nomilk•9m ago•0 comments

Show HN: RetroBrag – remix Snake, Pong and Breakout by describing the change

https://www.retrobrag.com
1•likaiwei•11m ago•0 comments

That AI Temptation

https://www.tbray.org/ongoing/When/202x/2026/10/19/The-AI-Temptation
1•robin_reala•13m ago•0 comments

The attack chain behind the v1.107.0 LiteLLM release

https://docs.litellm.ai/blog/security-incident-oct-21-2026-attack-chain
1•feross•18m ago•0 comments

The Acceleration Paradox

https://medium.com/@smoking2man/the-acceleration-paradox-why-local-ai-driven-productivity-gains-f...
1•Aldus551•19m ago•0 comments

Abstract Code Art Animation – Evolution from Ones and Zeros to Neural Networks [video]

https://www.youtube.com/watch?v=-dTvmVUWY0o
1•jussehoo•25m ago•0 comments

California has more revenue than expected thanks to AI. Should it save it?

https://calmatters.org/politics/2026/10/california-proposition-2-explained/
2•MilnerRoute•26m ago•0 comments

The Fall of Scientific American

https://www.thenation.com/article/society/scientific-american-springer-nature-trump/
3•littlexsparkee•28m ago•0 comments

The Failed "Hostage Theory" of Nikole Hannah-Jones

https://news.educationprogress.org/p/the-failed-hostage-theory-of-nikole
1•Tomte•30m ago•0 comments

Teaching Paradox: Hearts of Iron IV, Part IVa: The Fires of Industry

https://acoup.blog/2026/10/23/teaching-paradox-hearts-of-iron-iv-part-iva-the-fires-of-industry/
1•Tomte•31m ago•0 comments

Show HN: Let your AI agent put things on a screen

https://console.usetd.com/
1•linxy97•33m ago•0 comments

The Dictatorship Eval

https://www.dictatoreval.org/
1•enjoyyourlife•36m ago•0 comments

Malanthropomorphism

https://lincoln.swaine-moore.is/writing-about/malanthropomorphism
1•lswainemoore•38m ago•0 comments

Hacker reverses Samsung TV, finds on-board AI listening OpenAI account suspended

https://www.reddit.com/r/antiai/comments/1xdv3e5/hacker_reverse_engineers_his_samsung_tv_and_finds/
3•testing22321•42m ago•0 comments

Show HN: Code Counter Machine a modern analysis of AI driven development costs

https://github.com/insanai/ccm
1•vikrantrathore•45m ago•0 comments

Memory is slow, Disk is fast – Part 3

https://www.bitflux.ai/blog/memory-is-slow-part3/
1•dverlaeckt80•46m ago•0 comments

Real-time streaming with IBM StreamSets

https://www.ibm.com/products/streamsets
1•teleforce•48m ago•0 comments

Show HN: Latch – Make any website usable by AI agents in one line (WebMCP)

https://latch.tools/
1•r0bertini•50m ago•1 comments

Unspoken rules of Japanese body language

https://www.bbc.com/travel/article/20261022-six-gestures-to-learn-before-travelling-to-japan
3•tosh•52m ago•1 comments

Show HN: Pilely – Build and ship web apps within your AI chat

https://pilely.ai/
2•pcpliu•59m ago•0 comments

Advertisers Pull Meta Ads That Had Unwanted AI Glow-Ups

https://www.adweek.com/media/advertisers-pull-meta-ads-that-had-unwanted-ai-glow-ups/
4•thm•1h ago•0 comments

US has for years asked Musk to alter Starlink service in Ukraine, Middle East

https://www.reuters.com/business/autos-transportation/us-has-years-asked-musk-alter-starlink-serv...
5•JumpCrisscross•1h ago•0 comments

Show HN: Xet Server – Host your own models anywhere

https://github.com/guilt/xet-server
2•vkaku•1h ago•0 comments

AWS Continuum for code vulnerabilities is now generally available

https://aws.amazon.com/blogs/aws/aws-continuum-for-code-vulnerabilities-is-now-generally-available/
3•taubek•1h ago•0 comments

LibreSSL 4.4 Released with Faster SHA3, Bug Fixes

https://www.phoronix.com/news/LibreSSL-4.4-Released
2•ksec•1h ago•1 comments

Volkswagen's best-seller has gone electric, will replace the ID.4 and ID.5

https://electrek.co/2026/10/09/volkswagens-best-seller-goes-ev-replace-id-4-images/
4•geox•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!