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Why Aging May Be a Program, Not a Breakdown

https://www.quantamagazine.org/why-aging-may-be-a-program-not-a-breakdown-20260814/
1•jnord•1m ago•0 comments

Baking a Model: A Metaphor for LLM Training

https://newsletter.kentbeck.com/p/baking-a-model
1•KentBeck•3m ago•0 comments

Amazon reinstates binding arbitration, bars class-action lawsuits

https://www.reuters.com/legal/government/amazon-reinstates-binding-arbitration-bars-class-action-...
3•nmeagent•6m ago•0 comments

They Rig Clinical Trials – Leaving Millions Sick, Broke, and Gaslit

https://www.midwesterndoctor.com/p/how-they-rig-clinical-trials-leaving
2•bilsbie•7m ago•0 comments

Synthetic Market

https://www.kenwea.com
1•Myzura•7m ago•1 comments

Jane Street suffers $15B hit after meltdown at Situational Awareness

https://www.ft.com/content/47dd5308-dd17-404a-a615-61046defd697
5•bobstax•9m ago•0 comments

Flownie – Open and Visual Data Workflow Platform with AI Agent Assistance

https://flownie.com/
2•savhascelik•12m ago•0 comments

Post-mortem after Namecheap/RadiusDC service outage

https://www.namecheap.com/blog/namecheap-service-outage-update/
2•lschueller•27m ago•0 comments

Towards a Risk Assessment of Malicious Skill Files in Coding Agents

https://arxiv.org/abs/2608.05223
2•Beko2210•30m ago•0 comments

Talos AI Agent Super Secure

https://github.com/talos-kernel/talos
1•kurdman007•31m ago•0 comments

Learning Augmented Heuristics

https://systems.seas.harvard.edu/blog/learning-augmented-heuristics/
1•1a1a11a•32m ago•0 comments

Brands Suddenly Care About Reddit. Redditors Don't Return the Feeling.

https://www.wsj.com/cmo-today/brands-suddenly-care-about-reddit-redditors-dont-return-the-feeling...
2•bookofjoe•33m ago•1 comments

Qwen 3.8 27B 4-bit designs an animated dolphin riding a bicycle SVG

https://twitter.com/1littlecoder/status/2088399639628431831
1•amrrs•34m ago•0 comments

How the World Was Wired

https://www.economist.com/culture/2026/08/12/how-the-world-was-wired
1•andsoitis•36m ago•0 comments

Show HN: Macsomnia – close your MacBook lid while keeping long jobs alive

https://github.com/iamdadzilla/Macsomnia
1•dadzilla•36m ago•0 comments

The case for overhauling American science

https://www.economist.com/by-invitation/2026/08/13/the-case-for-overhauling-american-science
4•andsoitis•38m ago•0 comments

Show HN: Kvcachescope – Why Nvidia-smi is blind to vLLM KV cache leaks

https://github.com/brian-mwirigi/kvcachescope
1•nesh23•38m ago•0 comments

A Framework for Solving the AI Data Center Energy Crisis

https://github.com/kikazamek999-eng/beyond-brute-force-scaling
1•KitKat42•38m ago•0 comments

Selling my production-ready 4-in-1 FastAPI AI Automation Suite ($8k)

https://www.indiehackers.com/post/selling-my-production-ready-4-in-1-fastapi-ai-automation-suite-...
1•dav77•40m ago•0 comments

Production-Ready FastAPI Back End Suite – Advanced RAG and SEO Automation ($8k)

https://www.indiehackers.com/post/for-sale-production-ready-fastapi-backend-suite-advanced-rag-se...
1•dav77•40m ago•0 comments

Backtesting Congress members stock trades by the disclosure date

https://investingpaths.com/tools/congress
2•ProdRatSuperior•41m ago•0 comments

Coding Magic the Gathering in C# – Part One – Why Build a Card Game in WinForms

https://www.youtube.com/watch?v=n7fhuIHD-gM
1•birdculture•41m ago•0 comments

OT Manual Operations Plan: What Manual Operation Buys You

https://www.emberot.com/resources/blog/ot-manual-operations-plan/
2•TheWiggles•44m ago•0 comments

Migraine Trail: Voice Migraine Tracker

https://migrainetrail.com/
1•zrmachar•46m ago•0 comments

Claude Fable 5 Having Fun

https://github.com/robss2020/claude-fable-5-having-fun
8•logicallee•48m ago•2 comments

Show HN: A prompt to check Supabase DB security

https://defencecore.com/audit
1•tornadorice•50m ago•0 comments

Where the Shadow Fell

https://eclipses.bogachev.fr/
1•davidbarker•52m ago•0 comments

France's Top Court Strikes Down Ban on Social Media for Children

https://www.nytimes.com/2026/08/14/world/europe/france-court-strikes-down-ban-social-media-childr...
2•timpera•1h ago•1 comments

We got content-defined chunking from 555 MB/s to 21 GB/s

https://www.plakar.io/posts/2025-07-11/introducing-go-cdc-chunkers-chunk-and-deduplicate-everything/
1•vcoisne•1h ago•0 comments

Digital Signal Processing Pioneer Bede Liu Dies at 91

https://spectrum.ieee.org/digital-signal-processing
3•sohkamyung•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!