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An AI agent's $20 Kalshi account, with an exact reward model

https://github.com/mirabilis-agent/lip-ledger
1•mirabilisagent•3m ago•0 comments

Shapefit: Turn irregular shape masks into clean polygons

https://github.com/nickponline/shapefit
1•nickponline•3m ago•1 comments

Show HN: Cachety – Watermark ID documents in the browser, nothing is uploaded

https://cachety.com
1•aminmoradi•3m ago•0 comments

But how to get to that European cloud?

https://berthub.eu/articles/posts/now-how-to-get-that-european-cloud/
2•birdculture•3m ago•0 comments

Hermitd, a Claude Code plugin like Claude Tag, but local

https://github.com/gtapps/hermitd
1•gtapps•4m ago•1 comments

CertusAI.dev, the living OS for physical AI

https://certusai.dev/
1•enaguthiabhishe•12m ago•0 comments

Estimating the probability of faults causing inconsistent state

https://tkareine.org/articles/estimating-probability-of-faults-causing-inconsistent-state.html
1•tkareine•12m ago•0 comments

Show HN: One link, one message – replace it by paying $1 more than the last

https://onelinkwins.com/
1•colors__•13m ago•0 comments

Show HN: Rhci – A Small GHCi in Ruby

https://github.com/beleon/rhci
1•rowbin•15m ago•0 comments

The Sleepy Insurance Product That Came to Power Private Credit's Ascent

https://www.wsj.com/finance/the-sleepy-insurance-product-that-came-to-power-private-credits-ascen...
1•kamaraju•15m ago•0 comments

Show HN: THX-01 – Open-source decision model, free API, 60M+ tokens processed

https://twitter.com/reversedoofz/status/2109228322752471304
1•lebagetdefrance•16m ago•0 comments

Hacking Cheap Smart Photo Frames into a Family Dashboard – Wes Bos

https://wesbos.com/hacking-smart-photo-frames
1•tambourine_man•17m ago•0 comments

Ask HN: What is the most obscure book you own?

1•Kovah•17m ago•0 comments

How the AI Boom Ends

https://www.wsj.com/opinion/how-the-ai-boom-ends-0d9d47e7
1•kamaraju•18m ago•0 comments

Nuclear war and malicious use of AI threaten end of humanity by 2100, Lancet say

https://www.healthdata.org/news-events/newsroom/news-releases/new-lancet-commission-provides-road...
2•DeepLogin•20m ago•0 comments

China's Delivery Robots Are Learning to Tackle the Night Shift

https://www.bloomberg.com/news/features/2026-10-08/china-s-delivery-robots-are-learning-to-tackle...
1•radley•22m ago•0 comments

Show HN: Moodi – A tiny 3D character for your app's loading states

https://www.getmoodi.dev
1•itsk0rn3l•26m ago•0 comments

Show HN: LLMxRay an open-source observability tool for LLMs

https://github.com/LogneBudo/llmxray
1•lognebudo•29m ago•0 comments

Air Canada's woeful security at cargo warehouse

https://nationalpost.com/news/air-canadas-woeful-security-at-cargo-warehouse-at-time-of-torontos-...
2•BXLE_1-1-BitIs1•30m ago•1 comments

Ask HN: Pre-AI, did you think harder? Or are you thinking more (and better) now?

2•rishikeshs•30m ago•1 comments

There's No "Going Back": On the receding horizons of the AI transition

https://thelastwave.substack.com/p/theres-no-going-back
1•johanam•33m ago•0 comments

A Remote Employee Refused 160 Webcam Photos a Day. Her Employer Fired Her

https://www.inc.com/chloe-rosenberg/a-remote-employee-refused-160-webcam-photos-a-day-her-employe...
27•bhrlady•40m ago•6 comments

Tattoos You Can Turn on and Off

https://www.livescience.com/technology/cool-chemistry-trick-allows-new-tattoos-to-turn-on-and-off
2•MortyDev•42m ago•0 comments

Show HN: Doiter – Language where pointers and stack frames are Docker containers

https://github.com/simvux/doiter
1•simvux•43m ago•1 comments

The Universal LLM Server

https://zml.ai/llmd/
1•ahamez•43m ago•0 comments

Why 'externalized' proofs of cyclic trait impls does not work

https://smallcultfollowing.com/babysteps/blog/2026/10/10/modular-vs-external-proofs/
1•khalidkhair•46m ago•0 comments

Why demand for the shingles vaccine is soaring

https://www.theguardian.com/society/2026/oct/11/dementia-demand-for-shingles-vaccine-is-soaring
2•robotmay•48m ago•1 comments

A hub that controls all your coding agents in one place

1•mubashir1osmani•54m ago•0 comments

Auto Research: Integer multiplication below n log n

https://app.getsupers.com/auto-research
1•swesnow•58m ago•0 comments

The Present Only Matters If It Gets You Somewhere Else

https://wellnessphd.substack.com/p/the-present-only-matters-if-it-gets
3•jpr71•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!