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Binaries: I thunk therefore I am

https://fzakaria.com/2025/12/29/huge-binaries-i-thunk-therefore-i-am
1•ingve•5m ago•0 comments

Be fearful when others are greedy Warren Buffett's sharpest lessons in investing

https://www.theguardian.com/business/2025/dec/30/warren-buffett-retires-aunnual-letters-investing...
2•beardyw•8m ago•0 comments

What does the software engineering job market look like heading into 2026?

https://www.finalroundai.com/blog/software-engineering-job-market-2026
1•birdculture•9m ago•0 comments

Real-Time Head-and-Shoulders Pattern Detection for AI Trading Strategies

https://jiripik.com/2025/12/30/real-time-head-and-shoulders-pattern-detection-for-ai-trading-stra...
1•jiripik•12m ago•0 comments

Show HN: Videx – Summarize YouTube without the fluff

https://videxs.com
1•bchaipats•16m ago•0 comments

LatentSync1.6, an end-to-end lip-sync method

https://latentsync.com
1•BruceWok•16m ago•1 comments

Digital age brings Denmark's postal service to a historic end

https://www.cnn.com/2025/12/30/europe/denmark-postal-service-letters-intl-scli
1•asplake•16m ago•1 comments

How Real Satellites Dogfight - Proximity Operations In Space Explained [video]

https://www.youtube.com/watch?v=HcJMT1rW8Lg
2•skibz•16m ago•0 comments

Easydown – Fast, Free, and No-Watermark Video Downloader

https://www.easydown.org/
1•zhangbo•16m ago•1 comments

What to Do When Everyone Can Do Everything

https://digitaliziran.si/2025/12/30/2026-what-to-do-when-everyone-can-do-everything/
2•gregman1•18m ago•1 comments

Robots.txt Tester

https://alertsleep.com/tools/robots-txt-tester
1•thepatrykooo•19m ago•0 comments

Everybody Hates Timesheets

https://ihatetimesheets.eu
1•avh3•19m ago•0 comments

The Missing Control Layer Between AI Decisions and Execution

https://github.com/Rick-Kirby/execution-control-layer
1•RickKirby•22m ago•1 comments

Smallest Robot Uses Light for Power and Navigation

https://insidetelecom.com/worlds-smallest-robot-can-think-and-costs-a-penny/
1•tzury•22m ago•0 comments

Show HN: DevCompare – a live, auto-updating comparison of AI coding tools

https://www.devcompare.io/
2•anticlickwise•23m ago•0 comments

Show HN: Revieko – architecture drift hotspots in every pull request

https://synqra.tech/revieko
1•EfimovSD•27m ago•1 comments

Claude Code Mobile Client [MIT License]

https://happy.engineering
1•e2e4•29m ago•1 comments

Show HN: I made AI virtual staging tool for real estate listing

https://www.aivirtualstaging.net
3•atharvtathe•30m ago•0 comments

LLMs have bad taste at where to draw abstraction boundaries

https://twitter.com/GrantSlatton/status/2005009129350545628
3•bblcla•31m ago•0 comments

Software Engineering in 2026

https://benjamincongdon.me/blog/2025/12/29/Software-Engineering-in-2026/
1•ingve•31m ago•0 comments

Ask HN: Breaking into security with broad experience, what works?

1•Liangelique•35m ago•0 comments

Clinic-in-the-Loop: Eroom's Law

https://www.asimov.press/p/clinic-loop
1•signa11•38m ago•0 comments

Ask HN: Will HN ever get a dark theme?

1•ornornor•40m ago•1 comments

Everything That Can Be Deterministic, Should Be

https://vexjoy.com/posts/everything-that-can-be-deterministic-should-be-my-claude-code-setup/
2•sorcercode•46m ago•0 comments

The BZ Reaction: An Oscillating Chemical System as a Model for Pattern Formation

https://news.hofstra.edu/2007/11/09/the-bz-reaction-an-oscillating-chemical-system-as-a-model-for...
1•andsoitis•49m ago•0 comments

Show HN: keifu — a Git commit graph TUI with per-branch colors (Rust)

https://github.com/trasta298/keifu
1•trasta298•50m ago•0 comments

How the energy crunch is reshaping cloud computing

https://www.cnbc.com/2025/12/29/future-of-the-cloud-from-spas-to-orbital-space-data-centers.html
2•1vuio0pswjnm7•51m ago•0 comments

Firefly Synchronization

https://jasonfantl.com/posts/Firefly-Synchronization/
1•andsoitis•53m ago•0 comments

Show HN: CATArena – Evaluating LLM agents via dynamic enviroment interactions

https://github.com/AGI-Eval-Official/CATArena
1•jinqueeny•54m ago•0 comments

California's Ro Khanna faces Silicon Valley backlash after embracing wealth tax

https://www.cnbc.com/2025/12/29/silicon-valley-ro-khanna-faces-tech-backlash-over-wealth-tax.html
3•1vuio0pswjnm7•55m ago•0 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•8mo ago

Comments

karmakaze•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo ago
Hey Mark, I actually found this post via yours so thanks!