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Ontologies are all you need

https://lexifina.com/blog/ontologies-are-all-you-need
1•alansaber•1m ago•0 comments

Show HN: We open-sourced MusePro, a Metal-based realtime AI drawing app for iOS

https://github.com/StyleOf/MusePro
1•okaris•7m ago•0 comments

Launching Interop 2026

https://hacks.mozilla.org/2026/02/launching-interop-2026/
1•linolevan•8m ago•1 comments

Show HN: Create a clean tree graph of your projects with my App on iOS

https://apps.apple.com/us/app/motive-project-visualiser/id6754777255
1•Seth_k•10m ago•0 comments

Seven Billion Reasons for Facebook to Abandon Its Face Recognition Plans

https://www.eff.org/deeplinks/2026/02/seven-billion-reasons-facebook-abandon-its-face-recognition...
2•hn_acker•11m ago•0 comments

Andreessen vs. Thiel

https://web.archive.org/web/20200318115004/https://allenleein.github.io/2019/06/12/games2.html
1•eamag•14m ago•0 comments

Show HN: Infoseclist.com – Compare 90 cybersecurity tools ranked by practition

https://infoseclist.com/
1•aleks5678•14m ago•0 comments

Show HN: Clonar – A Node.js RAG pipeline with 8-stage multihop reasoning

https://github.com/clonar714-jpg/clonar
1•sowmith-tsrc•15m ago•1 comments

Grub 2.0

https://grubcrawler.dev
2•kordlessagain•15m ago•0 comments

Cmux: Tmux for Claude Code

https://github.com/craigsc/cmux
2•Soupy•16m ago•1 comments

Trump FTC wants Apple News to promote more Fox News and Breitbart stories

https://arstechnica.com/tech-policy/2026/02/trump-ftc-denies-being-speech-police-but-says-apple-n...
4•pseudalopex•17m ago•0 comments

Posteo and Mailbox.org: Many authorities do not create encrypted requests

https://www.heise.de/en/news/Posteo-and-Mailbox-org-Many-authorities-do-not-create-encrypted-requ...
2•doener•17m ago•0 comments

Google Might Think Your Website Is Down

https://codeinput.com/blog/google-seo
2•janpio•18m ago•0 comments

Show HN: TrustVector – Trust evaluations for AI models, agents, & MCP

https://github.com/guard0-ai/TrustVector
1•hckdisc•20m ago•1 comments

An AI Agent Published a Hit Piece on Me [pdf]

https://img.sauf.ca/pictures/2026-02-12/88fce2f8bbe49f40d83dec69800a2aa9.pdf
1•ColinWright•20m ago•2 comments

4K Restoration: 1984 Super Bowl Apple Macintosh Ad by Ridley Scott [video]

https://www.youtube.com/watch?v=ErwS24cBZPc
1•ipnon•21m ago•0 comments

Show HN: First Embeddable Web Agent

https://www.rtrvr.ai/blog/10-billion-proof-point-every-website-needs-ai-agent
2•arjunchint•22m ago•0 comments

Major 'vibe-coding' platform Orchids is easily hacked, researcher finds

https://www.bbc.com/news/articles/cy4wnw04e8wo
2•ColinWright•22m ago•0 comments

Resist and Unsubscribe

https://www.resistandunsubscribe.com
3•anielsen•25m ago•1 comments

Auto CPU freq rust port

https://github.com/Zamanhuseyinli/auto-cpufreq-rust
1•goychay23•25m ago•1 comments

Remote Labor Index: Measuring AI Automation of Remote Work

https://arxiv.org/abs/2510.26787
1•Leynos•25m ago•0 comments

AI bot crabby-rathbun is still polluting open source

https://www.nickolinger.com/blog/2026-02-13-ai-bot-crabby-rathbun-is-still-going/
1•olingern•26m ago•2 comments

How often do full-body MRIs find cancer?

https://www.usatoday.com/story/life/health-wellness/2026/02/11/full-body-mris-cancer-aneurysm/883...
3•brandonb•26m ago•0 comments

Show HN: Reddit Online User Tracker – Find the Best Time to Post on Reddit

https://spectreseo.com/tools/best-time-to-post-on-reddit
1•warrenjday•27m ago•0 comments

Show HN: Rampart – Runtime firewall for Claude Code and AI agents in YOLO mode

https://github.com/peg/rampart
2•trevxr•28m ago•0 comments

Top Free Tools to Spice Up Your Valorant Stream (2026)

https://killervibe.app/blog/top-5-free-tools-valorant-stream
1•Jikouken•30m ago•0 comments

OpenAI has deleted the word 'safely' from its mission

https://theconversation.com/openai-has-deleted-the-word-safely-from-its-mission-and-its-new-struc...
113•DamnInteresting•31m ago•32 comments

Show HN: Darius – An AI router that selects the best model for each prompt

https://withdarius.com
3•mazenkurdi•33m ago•0 comments

GE-Proton10-30

https://github.com/GloriousEggroll/proton-ge-custom/releases/tag/GE-Proton10-30
2•linux4dummies•36m ago•0 comments

Workledger – An offline first engineering notebook

https://about.workledger.org/
4•birdculture•37m ago•1 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!