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Al-Munaa for OpenAI Build Week

https://devpost.com/software/zeedos-self-hosted-autonomous-ai-operating-system
1•FARHANALMUTAIRI•15s ago•0 comments

Investigating Flock: America's Mass Surveillance Company [video]

https://www.youtube.com/watch?v=S3MQLlMbS-Y
1•Bender•2m ago•0 comments

We Have a Third Eye (and It's Not Metaphysical) [video]

https://www.youtube.com/watch?v=6LP3n9V7H_8
1•Bender•2m ago•0 comments

See How Prufrock Continuously Mines (90 second video)

https://www.youtube.com/watch?v=YY2mW1SrTVI
1•rmason•4m ago•0 comments

The Fastest-Growing Risk to Air Travel Is Probably in Your Pocket

https://www.wsj.com/business/airlines/the-fastest-growing-risk-to-air-travel-is-probably-in-your-...
1•fortran77•5m ago•1 comments

Designing a programmable runtime for agent orchestration

https://randomlabs.ai/blog/onyx
1•Aditya_Swam•5m ago•0 comments

Libtsgo: TypeScript-Go embedded in C and C++

https://github.com/greergan/libtsgo
1•greergan•6m ago•0 comments

Wandr Benchmark: Evaluating Research Agents That Must Search Wide and Deep

https://research.perplexity.ai/articles/wandr-benchmark-evaluating-research-agents-that-must-sear...
1•gmays•6m ago•0 comments

Reading Between the Dots: Decoding Hidden Computation Across Filler Tokens

https://arxiv.org/abs/2607.03502
1•kristianp•7m ago•0 comments

Gajim 2.5.0 has been released – GTK XMPP/Jabber Chat Client – Communication

https://gajim.org/posts/2026-07-15-gajim-2.5.0-released/
1•neustradamus•8m ago•0 comments

Cornell's Interactive Wall of Birds

https://academy.allaboutbirds.org/features/wallofbirds/?_hsmi=428996456
1•yareally•12m ago•0 comments

Measuring the NetNut takedown: 28% of its IPs are still reachable on Bright Data

https://layer3intel.com/blog/measuring-the-netnut-takedown
2•Rasbora•12m ago•0 comments

(How) Market Giants Lose to Challengers

https://louis-andre.net/journal/giants-and-challengers
1•Lalabadie•17m ago•0 comments

Simulating Historical Communication Networks in Python

https://programminghistorian.org/en/lessons/simulating-historical-communication-networks-python
1•SiempreViernes•18m ago•0 comments

Humans vs. LLMs: Can You Beat Humanity's Last Exam?

https://humans-vs-hle.lizzie-siegle5086.workers.dev/
1•lizziepika24•19m ago•0 comments

Twitter user investigating potential Fable distillation in DeepSeek V4 Pro

https://twitter.com/synthwavedd/status/2078514339552628880
1•porridgeraisin•21m ago•1 comments

Neil DeGrasse Tyson and Jaron Lanier on the AI Illusion

https://www.youtube.com/watch?v=a_ZKYH8v_do
3•root-parent•25m ago•0 comments

Offline voice assistant Apache-2.0 on Android, 1.2GB RAM, works in airplane

https://old.reddit.com/r/fossdroid/comments/1v0556y/fully_offline_voice_assistant_foss_apache20_no/
1•ipotapov•25m ago•0 comments

Vektorgeist: Vibe Coders, Assemble

https://vektorgeist.com/
1•VektorGeist•26m ago•0 comments

Ship a clean GitHub README from any repo

https://makemyreadme.com
1•nikitafaesch•27m ago•1 comments

Append filler tokens, answer harder questions

https://twitter.com/kaleybrauer/status/2078185882926846044
1•theroadnotbacon•28m ago•1 comments

Elon Musk Runs from Interview at Last Minute as SpaceX Stock Crashed [video]

https://www.youtube.com/shorts/TFpF7ZzHc3w
7•root-parent•36m ago•2 comments

Supplement that binds to microplastics may remove them from our body

https://www.newscientist.com/article/2580139-supplement-that-binds-to-microplastics-may-remove-th...
2•littlexsparkee•40m ago•0 comments

One probable outcome of an open-weight-model-dominant world is full AI communism

https://xcancel.com/deanwball/status/2078133895766114412?s=46
3•rvz•40m ago•2 comments

Databricks hits $188B valuation, extending its run as AI's favorite second act

https://techcrunch.com/2026/07/17/databricks-hits-188b-valuation-extending-its-run-as-ais-favorit...
3•Brajeshwar•44m ago•0 comments

Frame: A New X11 Server Implementation Written in x86_64 Assembly

https://www.phoronix.com/news/Frame-X11-Server-Assembly
3•Bender•44m ago•1 comments

Gnome OS Safe Mode Improving the System Reliability

https://www.phoronix.com/news/GNOME-OS-Safe-Mode
2•Bender•44m ago•0 comments

Micro-drone achieves first insect kill on the way towards eradicating mosquitoes

https://www.tomshardware.com/tech-industry/drones/autonomous-micro-drone-achieves-first-air-to-ai...
2•rmason•45m ago•0 comments

North Sea hits record 20.4°C amid marine heat wave

https://nltimes.nl/2026/07/17/north-sea-hits-record-204degc-amid-marine-heat-wave
6•tcp_handshaker•46m ago•0 comments

How to Dox Anyone

https://xcancel.com/i/article/2073823066111590866
3•illliillll•46m ago•1 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!