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AI Is Accelerating Vulnerability Discovery

https://ai-updates.net/ai-accelerating-vulnerability-discovery-inventory/
1•ashurandi•54s ago•1 comments

Scrunch: Rewriting the Web for AI

https://www.decibel.vc/articles/scrunch-rewriting-the-web-for-ai
1•mooreds•59s ago•0 comments

Pure-Rust, Sandboxed, Browser for Claude Code / Codex

https://www.reddit.com/r/ClaudeAI/comments/1vknrjx/building_a_purerust_sandboxed_localfirst_browser/
1•syumei•1m ago•0 comments

The Vertical AI Bubble: We Keep Forgetting That LLMs Roll Dice

https://medium.com/@MirArshadTalpur/the-vertical-ai-bubble-we-keep-forgetting-that-llms-roll-dice...
1•Arshad-Talpur•2m ago•0 comments

Share What You Learned, Not Just Your AI Conversation

https://vcfg.me/writing/share-what-you-learned-not-just-your-ai-conversation/
1•vcfgdev•2m ago•0 comments

Low-Tech Ceramic Water Filter

https://wiki.lowtechlab.org/wiki/Filtre_%C3%A0_eau_c%C3%A9ramique/en
1•Bluestein•2m ago•0 comments

Learning from Historical Mistakes

https://www.johndcook.com/blog/2026/08/10/learning-from-historical-mistakes/
1•ibobev•3m ago•0 comments

Manually Unbreakable Cryptography

https://www.johndcook.com/blog/2026/08/11/manually-unbreakable-cryptography/
1•ibobev•3m ago•0 comments

Dogs and Fat Tails

https://www.johndcook.com/blog/2026/08/11/dogs-and-fat-tails/
1•ibobev•3m ago•0 comments

Why did I build a product no one needs?

https://metedata.substack.com/p/017-why-did-i-build-a-product-no
1•young_mete•3m ago•0 comments

Free tokens for sale: How fake signups drive AI fraud

https://www.okta.com/blog/threat-intelligence/free_tokens_for_sale/
1•mooreds•3m ago•0 comments

A quick look at zero-knowledge proofs

https://bernsteinbear.com/blog/zkp/
1•tekknolagi•4m ago•0 comments

How the Heck Does JPEG Work?

https://perthirtysix.com/how-the-heck-does-jpeg-work
2•shriracha•5m ago•0 comments

Show HN: A football SIM that has run 8 seasons – every match deterministic

https://danfootball.com
1•declaj•6m ago•0 comments

Summer 2026 on course to be UK's hottest on record, says Met Office

https://www.theguardian.com/environment/live/2026/aug/11/uk-europe-france-heatwave-climate-crisis...
1•ljf•7m ago•0 comments

Spotify Xirp

https://xirp.spotify.com/
1•tosh•7m ago•0 comments

Stealing Reasoning Traces from Proprietary LLM APIs [pdf]

https://stolen-thoughts.com/paper.pdf
1•amrrs•9m ago•0 comments

Program with Paint Brushes, Not Pencils

https://blog.pickcode.io/program-with-paint-brushes-not-pencils/
1•skadamat•9m ago•0 comments

Show HN: Prompting Refinement Tool [requesting testing]

https://www.promptme.host/
1•markquis91•10m ago•0 comments

Microsoft responds to unwanted OneDrive feature installs

https://www.neowin.net/news/following-backlash-microsoft-rushes-to-add-uninstall-option-for-unwan...
1•stalkHN24x7•11m ago•1 comments

Changes to the Open Science Framework

https://www.cos.io/blog/osf-changes-a-note-to-users
1•EndXA•13m ago•0 comments

Harvesting Ethereum Traces Without an Archive Node

https://fables-for-robots.ch/blog/harvesting-ethereum-traces-without-an-archive-node/
1•draganm•15m ago•0 comments

Mozilla revokes Firefox signing key after unencrypted copy lands in GitHub

https://www.theregister.com/security/2026/08/11/mozilla-revokes-firefox-signing-key-after-unencry...
1•connorboyle•15m ago•0 comments

Leanroute Is Live One AI Gateway for Models and Tools

1•leanroute_ai•15m ago•0 comments

Stealing Reasoning Traces from Proprietary LLM APIs

https://arxiv.org/abs/2608.09867
1•samvher•16m ago•0 comments

Ask HN: Have you used LLMs to reinvigorate you niche programming community?

1•amock•16m ago•1 comments

Why Economists Don't Make Predictions

https://www.nominalnews.com/p/why-economists-dont-actually-make
1•NomNew•17m ago•0 comments

NutrientAtlas – tracking 45 nutrients, not just macros

https://www.nutrientatlas.site/
1•losttape•17m ago•0 comments

Show HN: Open-Source eBPF Volumetric DDoS Protection

https://github.com/tempesta-tech/xFW
2•krizhanovsky•18m ago•1 comments

David Attenborough's Life's Work, Searchable

https://attenborough-100.vercel.app/
2•bookofjoe•19m 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!