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Gov't to notify people of possible data leaks, not just confirmed cases

https://koreajoongangdaily.joins.com/news/2026-01-28/national/socialAffairs/Govt-to-notify-people...
1•campuscodi•1m ago•0 comments

LongCat-Flash-Lite 100B A3B Technical Report [pdf]

https://huggingface.co/meituan-longcat/LongCat-Flash-Lite/blob/main/tech_report.pdf
1•limoce•4m ago•0 comments

Reducing model drift and finetuning cost without retraining

1•sufiyankureshi•5m ago•1 comments

I stopped fighting complex UIs (and started describing outcomes instead)

https://medium.com/@ricardskrizanovskis/i-stopped-fighting-complex-uis-and-started-describing-out...
1•rkrizanovskis•5m ago•0 comments

Microsoft's AI Spend Is Starting to Spook Investors

https://gizmodo.com/microsofts-ai-spend-is-starting-to-spook-investors-2000715208
1•nis0s•8m ago•2 comments

How much people believe on AI 2027?

1•SRMohitkr•12m ago•0 comments

DevSecOps/DevOps/SRE Jobs (Jan 2026) – USA, Singapore, Europe

https://farath.substack.com/p/devsecops-devops-and-sre-edition
1•farathshba•12m ago•1 comments

Show HN: Video feed experiment without login nor AI

https://infinijest.com
3•throwawaste•13m ago•0 comments

In Search of Causality

https://netwars.pelicancrossing.net/2026/01/23/in-search-of-causality/
1•ColinWright•14m ago•0 comments

Does running wear out the bodies of professionals and amateurs alike?

https://theconversation.com/does-running-wear-out-the-bodies-of-professionals-and-amateurs-alike-...
2•PaulHoule•20m ago•0 comments

TÜV Report 2026: Tesla Model Y has the worst reliability of all 2022–2023 cars

https://www.autoevolution.com/news/tuev-report-2026-tesla-model-y-has-the-worst-reliability-among...
3•Archelaos•20m ago•0 comments

NewsGoat – A terminal-based RSS reader written in Go

https://github.com/jarv/newsgoat
2•zoidb•20m ago•0 comments

FBI Investigates Minneapolis Activists over Signal Chats

https://www.theguardian.com/us-news/2026/jan/27/minneapolis-fbi-signal-investigation-kash-patel
1•mellisacodes•20m ago•0 comments

Show HN: Zvec – The SQLite of Vector Databases

https://github.com/alibaba/zvec
3•zvec•22m ago•0 comments

The tech market is fundamentally fucked up and AI is just a scapegoat

https://bayramovanar.substack.com/p/tech-market-is-fucked-up
18•Bayramovanar•24m ago•1 comments

Boston Dynamics' New Atlas Robot Makes Public Debut with Jaunty Human Walk

https://www.cnet.com/tech/computing/boston-dynamics-new-atlas-robot-make-public-debut-with-jaunty...
2•breve•26m ago•0 comments

Waze built the largest crowdsourced surveillance system

https://twitter.com/Harrris0n/status/2014197314571952167
1•NewCzech•27m ago•0 comments

Surfel-based global illumination on the web

https://juretriglav.si/surfel-based-global-illumination-on-the-web/
2•juretriglav•28m ago•1 comments

Finding My Childhood Motherboard

https://rubenerd.com/finding-my-childhood-motherboard/
2•speckx•29m ago•0 comments

Created an Album with Suno AI

https://music.youtube.com/playlist?list=OLAK5uy_mUu1asIk_LUFjoJ780XodzDkCjPKqWZQw&si=ecmSXJ8l8N0G...
1•kalel314•30m ago•0 comments

Show HN: LinuxWhisper – A native AI voice assistant for Linux (Groq/GTK)

https://github.com/Dianjeol/LinuxWhisper
1•LinuxWhisper•32m ago•0 comments

To keep AI out of her classroom, this high school English teacher went analog

https://text.npr.org/nx-s1-5631779
1•BostonFern•33m ago•0 comments

FBI searches Atlanta election office, chasing Trump 2020 vote fraud claims

https://www.reuters.com/world/us/fbi-executing-search-warrant-election-office-georgia-related-202...
3•throw0101c•35m ago•1 comments

Show HN: SonicCaption – Real-time bilingual captions and translation for videos

https://soniccaption.com/
1•DanielHu87•35m ago•0 comments

Craft Agents

https://agents.craft.do
1•raju•36m ago•0 comments

A Kubernetes Operator for declarative PostgreSQL database management

https://github.com/aboutbits/postgresql-operator
1•thosap•37m ago•0 comments

2026 will be the year Cybertruck dies

https://www.fastcompany.com/91475013/2026-will-be-the-year-cybertruck-dies
1•breve•39m ago•0 comments

Show HN: SuperQode, an open‑source coding agent for agentic quality engineering

https://super-agentic.ai/superqode
1•Shashikant86•40m ago•0 comments

Germany is facing a shortage of skilled workers

https://twitter.com/dwnews/status/2016472446975803887
2•MITfather•40m ago•7 comments

Comparing AI to the Internet

1•cadabrabra•41m ago•0 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•9mo ago

Comments

karmakaze•9mo 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•9mo 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•9mo 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•9mo 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•9mo 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•9mo 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•9mo 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•9mo ago
Hey Mark, I actually found this post via yours so thanks!