frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Show HN: AI Version of My Resume

1•ricky300300•2m ago•0 comments

NexBoard

https://nexboard.ca
2•KonDanikas•5m ago•1 comments

AI used new levels of 'autonomy and deception'

https://www.bbc.co.uk/news/articles/c1w1lvn7d9go
2•smarri•5m ago•0 comments

After Losses, Retail Investors Flock to 3x Leverage as 2x Product Are Restricted

https://www.asiae.co.kr/en/article/2026080416131786841
1•mapping365•6m ago•0 comments

Wine Planted in Sand

http://www.nlcwines.com/colares-1
1•marysminefnuf•11m ago•0 comments

Show HN: Hubmesh – Multi-hop RAG retrieval with zero LLM calls in the query path

https://github.com/DemigodDSK/hubmesh
1•dsk_7699•13m ago•0 comments

CrewAI in Python: Coordinating Teams of AI Agents

https://realpython.com/crewai-python/
1•inferhaven•21m ago•0 comments

Show HN: AI gateway open source integrated with cursor and open router

https://www.routerfuel.com/
1•U_Zargar•22m ago•0 comments

You can finally move passkeys between password managers

https://www.makeuseof.com/move-passkeys-between-password-managers/
1•petethomas•32m ago•1 comments

$20M+ in Microsoft bug bounties paid out in last 12 months

https://www.theregister.com/security/2026/08/04/ai-helps-microsoft-bug-hunters-chase-a-record-20m...
2•Gaishan•42m ago•0 comments

Gallium: Why the US Cannot Produce Precision Missiles and Fully-Functional F-35s

https://sonar21.com/the-galling-gallium-chokehold-why-the-us-cannot-produce-precision-missiles-an...
1•SanjayMehta•46m ago•0 comments

From your doorbell to your home network

https://adepts.of0x.cc/eufy-doorbell-hacking/
1•mmoogle•57m ago•0 comments

Any L1 crypto devs out there looking for a new challenge?

1•daniel-alexande•1h ago•0 comments

Virtual Mac on iPad

https://github.com/nfzerox/VirtualMacOniPad
3•tortilla•1h ago•1 comments

Bending Spoons to buy Airtable for $1.28B

https://techcrunch.com/2026/08/04/bending-spoons-to-buy-airtable-for-1-28b/
6•markerz•1h ago•0 comments

Show HN: Design cinematic mecha startup sequences in seconds

https://reactorcore.itch.io/ignition-mecha-startup-sequence-maker
1•wowinter15•1h ago•0 comments

CFPB supervisor warned staff of unpleasant fallout if they go too hard on firms

https://www.reuters.com/world/us-consumer-watchdog-supervisor-warned-staff-unpleasant-fallout-if-...
2•petethomas•1h ago•0 comments

A heat spike in March ruined pistachio pollination, decimating crops

https://www.fresnobee.com/news/california/central-valley/article316731801.html
3•littlexsparkee•1h ago•0 comments

Show HN: A terminal AI coding agent that compiles natively on Termux – no root

https://www.reddit.com/r/termux/s/FqS76rc2z3
2•tfeayush•1h ago•2 comments

Show HN: Merona – x402 settlement index (raw feeds overstate volume ~100x)

https://merona.io
2•merona_io•1h ago•0 comments

It looks like 'Big Short' investor Michael Burry nailed bet against chip stocks

https://www.businessinsider.com/big-short-michael-burry-ai-chip-stocks-soxx-nvidia-substack-2026-8
5•mapping365•1h ago•0 comments

AI-generated stories rated better quality than human-written ones, study finds

https://www.theguardian.com/technology/2026/aug/05/ai-generated-stories-rated-better-quality-than...
1•uxhacker•1h ago•0 comments

To Save Japan's Heritage Homes, People Are Shipping Them Across the World

https://www.nytimes.com/2026/07/31/realestate/japan-heritage-homes-kominka-preservation.html
1•decimalenough•1h ago•0 comments

Kilometer-high Saudi tower inches closer to world's tallest record

https://newatlas.com/architecture/jec-tower-august-update/
2•teleforce•1h ago•0 comments

Young South Korean investors are finding company in collective misery

https://www.businessinsider.com/young-south-korean-investors-humor-cope-kospi-stock-market-rout-2...
1•mapping365•1h ago•0 comments

Show HN: Misalignments when using AI for hacking

https://blog.vulnetic.ai/ai-misalignment-and-penetration-testing-e812194b67ca?sharedUserId=Vulnet...
3•danieltk76•1h ago•0 comments

A Lightweight Open-Source LLM Benchmark Tool – Compare Any Model on OpenRouter

https://cheikhhseck.medium.com/i-built-a-llm-benchmark-tool-and-tested-it-on-free-models-heres-wh...
4•cheikhdev•1h ago•0 comments

Zigbee vs. Matter over Thread:Understanding IoT Protocol Performance in Practice

https://arxiv.org/abs/2603.04221
14•teleforce•1h ago•6 comments

Bugtraq Is Back

https://lists.securityfocus.com/hyperkitty/list/bugtraq@securityfocus.com/thread/CHKLXLA7SJEWLDFH...
12•bashtoni•1h ago•2 comments

Spotted: Mac Studio with M3 Ultra 256GB RAM and M4 Max with 128GB RAM

https://gpuquicklist.com/blog/m3-ultra-256-and-m4-max-128
2•kristianp•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!