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'Extraordinary' Iron Age war trumpet find in Britain may have Boudicca links

https://www.theguardian.com/science/2026/jan/07/iron-age-war-trumpet-find-britain-norfolk-boudicc...
1•bookofjoe•2m ago•0 comments

AI Casino

https://selfprompt.dev/posts/2026-07-16-ai-casino
1•speckx•3m ago•0 comments

Newly Hatched T. Rex Babies Came Out of the Egg Ready to Hunt

https://www.iflscience.com/newly-hatched-t-rex-babies-came-out-of-the-egg-ready-to-chase-their-ow...
1•gmays•3m ago•0 comments

Cyberattackers demand CHF10M from Swiss train maker Stadler

https://www.swissinfo.ch/eng/various/stadler-hit-by-a-cyberattack-10-million-demanded-as-ransom/9...
1•thibautg•3m ago•0 comments

Waymo's driverless cars crash less often than people

https://www.iihs.org/news/detail/waymos-driverless-cars-crash-less-often-than-people
3•xnx•4m ago•0 comments

FDA committee votes 8-6 to make BPC-157 legal. What the evidence review said.

https://www.empirical.health/blog/bpc-157-fda-review/
1•brandonb•6m ago•0 comments

Microsoft Store Shows Years of App History After a Clean Windows 10 Install

https://old.reddit.com/r/privacy/comments/1ndwuvg/microsoft_store_shows_years_of_app_history_after/
1•pregnenolone•8m ago•0 comments

ChatGPT medical advice brought man 'to brink of death', lawsuit alleges

https://www.bbc.com/news/articles/cwylp3nxp5yo
2•dijksterhuis•9m ago•0 comments

Show HN: Jik – a language with region-based memory management that compiles to C

https://github.com/jik-lang/jik
2•scorched_soy•14m ago•0 comments

Podcast Apps: A Framework for Dying Slowly with Dignity

https://www.uncommonapps.nyc/p/podcast-apps-a-framework-for-dying
1•dabluck•14m ago•0 comments

A distillation primer and why banning it would not halt progress of Chinese LLMs

https://twitter.com/peterjliu/status/2080360381462007898
3•peterjliu•15m ago•0 comments

Rotation Key Census, July 2026

https://rob.leaflet.pub/3mr7vhdonuk2i
1•speckx•16m ago•0 comments

Air conditioning torn from UK homes under net zero clampdown

https://www.yahoo.com/news/politics/articles/air-conditioning-torn-homes-under-171119380.html
2•pudgywalsh•18m ago•0 comments

From Evaluation to Guardrails: What We Brought to ACM FAccT 2026

https://blog.mozilla.ai/from-evaluation-to-guardrails-what-we-brought-to-acm-facct-2026/
5•royapakzad•20m ago•0 comments

Wt – C++ Web Toolkit

https://www.webtoolkit.eu/wt
2•LorenDB•23m ago•0 comments

Explore distributed inference and training with MLX [video]

https://developer.apple.com/videos/play/wwdc2026/233/
1•pulkitsh1234•23m ago•0 comments

Building on ATProto

https://lukekanies.com/writing/building-on-atproto/
20•speckx•26m ago•1 comments

Snappable nRF52820 debugger integrated into nRF54L15 development board

https://www.cnx-software.com/2026/07/23/icy-electronics-nrf54l15-discovery-devboard-integrates-a-...
1•whiteblossom•27m ago•0 comments

Engineer Away the Slop

https://ghuntley.com/slop/
2•hasheddan•27m ago•0 comments

I used to ignore prediction markets. Then I learned people bet on wildfires

https://www.hcn.org/articles/i-used-to-ignore-prediction-markets-then-i-learned-people-were-betti...
2•cdrnsf•28m ago•0 comments

Why does DOS include "get interrupt vector" and "set interrupt vector" syscalls?

https://retrocomputing.stackexchange.com/questions/32747/why-does-dos-include-get-interrupt-vecto...
3•SeenNotHeard•29m ago•0 comments

The Topology of Depression: A System Dynamics View of My Depression and Recovery

https://tomatovillain.substack.com/p/the-topology-of-depression
1•tom-villani•30m ago•0 comments

Microsoft 365 a.k.a. Microsoft Copilot a.k.a. Office 365 has jumped off a cliff

https://cyberplace.social/@GossiTheDog/116970532818392929
4•d1ss0nanz•30m ago•0 comments

Model Context Protocol prepares to break with its stateful past

https://www.theregister.com/devops/2026/07/23/model-context-protocol-prepares-to-break-with-its-s...
3•rndsignals•31m ago•0 comments

My coding font and how I made it

https://github.com/ericfortis/camelana
3•efortis•33m ago•0 comments

AMD's 256-core Epyc 9996 'Venice' claims up to a 3.4x jump over Intel Xeon

https://www.tomshardware.com/pc-components/cpus/amds-256-core-epyc-9996-venice-claims-up-to-a-3-4...
5•rndsignals•33m ago•0 comments

Show HN: SafeMediaKit – blur/report UI for Apple's on-device nudity detection

https://github.com/SardorbekR/SafeMediaKit
1•sardor_rakhimov•35m ago•0 comments

I built a tool that tells who tried your startup idea, and how they died

https://dejaview.bsct.so/
5•aminkhorrami•36m ago•3 comments

Open Trading Surface

https://pauljbernard.github.io/open-trading-surface/
2•paulbernard•36m ago•0 comments

Private Credit Ditches 'Semi-Liquid' Term After Redemption Wave

https://www.bloomberg.com/news/articles/2026-07-23/private-credit-ditches-semi-liquid-term-after-...
1•petethomas•37m 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!