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Geometric Shapes Found Inside AIs – Tom McGrath [video]

https://www.youtube.com/watch?v=_egu7OFem-k
1•binyu•1m ago•0 comments

GitSpawn: Flaw Lets Untrusted Repos Run Code in Claude Code, Codex, Cursor, Grok

https://www.manifold.security/blog/ai-coding-agents-git-hijack
1•chillax•3m ago•0 comments

WASM_OS, an operating-system experiment that runs inside a browser tab

https://wasmos-production.up.railway.app
3•layerdynamicsai•6m ago•0 comments

Google Sold Its Engineers on Management [2013]

https://hbr.org/2013/12/how-google-sold-its-engineers-on-management
1•BerislavLopac•7m ago•0 comments

Why C++ Wins in Finance [video]

https://www.youtube.com/watch?v=InLxLEqg_fs
1•rramadass•9m ago•1 comments

Gloria Steinem, groundbreaking feminist campaigner, dies aged 92

https://www.theguardian.com/books/2026/sep/03/gloria-steinem-groundbreaking-feminist-campaigner-d...
1•mellosouls•11m ago•0 comments

Ask HN: Why does Claude not let me edit my questions?

1•joooscha•11m ago•0 comments

DevSecOps Consulting Services and DevSecOps Services – Kellton

https://www.kellton.com/cloud-engineering/devsecops
1•Priyasinhakt•13m ago•0 comments

Understanding, Mitigating Numerical Sources of Nondeterminism in LLM Inference

https://arxiv.org/abs/2506.09501
1•shakna•15m ago•0 comments

From Bitcoin Bankruptcy to Data Center Billions in West Texas

https://americanbuildout.com/from-bitcoin-bankruptcy-to-data-center-billions-in-west-texas/
1•newyorkinfra•16m ago•0 comments

Please don't rearrange our shoes when we turn up, paramedics in Japan urge

https://www.theguardian.com/world/2026/aug/28/never-tidy-paramedics-shoes-japan-custom-etiquette
3•high_na_euv•19m ago•0 comments

SAAB showcases full-scale uncrewed aircraft concept

https://www.saab.com/newsroom/press-releases/2026/saab-showcases-full-scale-uncrewed-aircraft-con...
1•embedding-shape•20m ago•0 comments

Introducing Atlas: the first multimodal world model

https://twitter.com/theworldlabs/status/2094839756329041984
1•binyu•21m ago•1 comments

Dear ImGui: Bloat-free Graphical User interface for C++

https://github.com/ocornut/imgui
1•Bluestein•21m ago•0 comments

Guard Llama

https://en.wikipedia.org/wiki/Guard_llama
3•tosh•22m ago•1 comments

£100M competition to back British AI companies to fix public services

https://www.gov.uk/government/news/100-million-competition-to-back-british-ai-companies-to-fix-pu...
2•nixlaz•22m ago•0 comments

Buildkite Outage Postmortem

https://www.buildkitestatus.com/incidents/tm6746k61p73
1•juanfatas•24m ago•0 comments

An Accidental Blackboard

https://martinfowler.com/articles/exploring-gen-ai/an-accidental-blackboard.html
1•javaeeeee•24m ago•0 comments

Gemini 3.8 Flash Arrives, Promptly Mocked by Rivals

https://chinaonchina.com/article/gemini-3-8-flash-debuts-promptly-mocked-by-rivals
2•try-working•25m ago•0 comments

ZJIT GC: Inlining GC Fastpath in ZJIT

https://railsatscale.com/2026-09-01-zjit-gc-fastpath/
2•riffraff•26m ago•0 comments

Agent-manager: The fastest workflow for every coding agent

https://agent-manager.dev/
1•yoanwaidev•32m ago•1 comments

LTO Tape Shipments Up 57% in Q1 2026 as AI and Archive Demand Accelerate

https://www.storagereview.com/news/lto-tape-shipments-up-57-in-q1-2026-as-ai-and-archive-demand-a...
2•giuliomagnifico•38m ago•0 comments

Winston – Senior AI Platform Engineer – Remote (NA or India Preferred)

https://winston.team
1•anbarasiu•38m ago•0 comments

Agent Plugins Specification

https://agent-plugins.org/specification
1•saikatsg•39m ago•0 comments

Jujutsu 0.45.0 Release

https://github.com/jj-vcs/jj/releases/tag/v0.45.0
1•olexsmir•39m ago•0 comments

Show HN: Read-only script to check if ChatGPT desktop is burning Codex quota

https://github.com/hankwangtw/chronicle-quota-check
1•hankwangtw•40m ago•0 comments

(3) The 80/20 rule for your whole life

https://yewjin.substack.com/p/always-be-curious
1•kiyanwang•42m ago•0 comments

The Drucker Drift

https://seths.blog/2026/08/the-drucker-drift/
1•kiyanwang•43m ago•0 comments

Fast disk scanning powered by a native Rust engine

https://diskraptor.com/en/
1•hansjoerghofer•43m ago•1 comments

Every Noise at Once

https://everynoise.com/
1•Aldipower•43m 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!