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MDMA – Turn LLM Responses into Interactive UI via MCP

https://github.com/MobileReality/mdma
1•mattsadowsky•1m ago•0 comments

Mathematician solves origami donut efficiency challenge with fewest folds

https://phys.org/news/2026-06-mathematician-origami-donut-efficiency-fewest.html
1•pseudolus•2m ago•0 comments

In a world of distraction, I needed to relearn how to read classic books

https://www.theguardian.com/books/2026/jun/02/classic-novels-relearn-how-to-read-distractions-scr...
1•robaato•3m ago•0 comments

Passion and Work

https://nik.art/passion-and-work/
1•herbertl•4m ago•0 comments

Proton Mail adds support for Gmail account syncing and sending

https://cyberinsider.com/proton-mail-adds-support-for-gmail-account-syncing-and-sending/
2•robertlagrant•6m ago•1 comments

Ask HN: What Hacker News comments have you bookmarked?

1•chistev•9m ago•1 comments

Kairo: Open-source project memory for understanding how a repo evolved

https://github.com/ElhamdevelopmentStudio/kairo
1•elhamdev•9m ago•0 comments

Good LLM development and usage patterns

https://blog.bluebyday.com/posts/good-llm-dev-and-usage/
1•_QrE•10m ago•0 comments

From Specialists to Builders: How AI Agentic Coding Is Reshaping Software Teams

https://aliparnan.com/blog-specialists-to-builders.html
1•Alpn13•11m ago•0 comments

Agent payments reach 3.1M x402 transactions in 30 days

https://cryptobriefing.com/agent-payments-growth-x402/
3•alexreysa•12m ago•0 comments

Mirror's Edge Catalyst Glass City as a navigable 3D atlas in the browser

https://glassgallery.me/
1•justsomehnguy•12m ago•0 comments

China's lab-grown diamonds emerging as a surprising beneficiary of the AI boom

https://www.bloomberg.com/news/articles/2026-06-02/china-s-lab-grown-diamonds-emerge-as-unlikely-...
1•victormustar•13m ago•0 comments

Why Janet?

https://ianthehenry.com/posts/why-janet/
16•yacin•13m ago•1 comments

The Unreasonable Effectiveness of Mathematics in the Natural Sciences(1960)[pdf]

https://www.hep.upenn.edu/~johnda/Papers/wignerUnreasonableEffectiveness.pdf
1•Quizzical4230•14m ago•0 comments

You Don't Love Systemd Timers Enough

https://blog.tjll.net/you-dont-love-systemd-timers-enough/
2•yacin•14m ago•1 comments

Official MCP servers ship known-vulnerable dependencies at install time

https://bindfort.com/research/mcp-supply-chain-scan
1•Bindfort•14m ago•0 comments

Programming as Theory Building, Naur (1985). PDF-Link

https://pages.cs.wisc.edu/~remzi/Naur.pdf
1•birdculture•14m ago•0 comments

Supply Chain DLP: Stop Leaked .env Files, Credentials, SSH Keys, and API Tokens

https://scdlp.io/
1•ronreiter•15m ago•0 comments

Mqtt-dashboard – A self-hostable MQTT dashboard/explorer for IoT developers

https://github.com/jmischler72/mqtt-dashboard
1•jmischler72•15m ago•0 comments

uLisp

http://www.ulisp.com/
1•tosh•17m ago•0 comments

Show HN: Logic Designer – Digital Logic SIM Tool

https://logic-designer.github.io/logic-designer-main/
1•logic-designer•18m ago•0 comments

The AI output was 94% accurate

https://brunelly.com/
1•rihabz•19m ago•0 comments

A virtual tomato training arena for harvesting robots

https://www.omu.ac.jp/en/info/research-news/entry-111907.html
2•JeanKage•20m ago•0 comments

Show HN: CPU-only fact-check, summarize, explain, translate anything

https://github.com/kouhxp/fftext
1•mrkn1•23m ago•0 comments

The Art and Engineering of Silpheed

https://fabiensanglard.net/silpheed/index.html
2•jatwork•23m ago•0 comments

Health Care Index by Country 2026

https://www.numbeo.com/health-care/rankings_by_country.jsp
1•simonebrunozzi•24m ago•0 comments

Google Is Killing "Gemini Code Assist on GitHub"

https://developers.google.com/gemini-code-assist/docs/deprecations/consumer-code-review
3•javiercr•25m ago•0 comments

Nvidia CEO Jensen Huang Keynote at Computex 2026

https://www.youtube.com/watch?v=gxgi6D-Cf9I
2•simonsan•25m ago•3 comments

In the Beginning Was the Command Line

https://en.wikipedia.org/wiki/In_the_Beginning..._Was_the_Command_Line
2•tosh•26m ago•0 comments

Paperly – A 100% offline native iOS document scanner

https://apps.apple.com/us/app/paperly-scanner-pdf-editor/id6770937257
1•Sahil0804•27m 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!