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Vibe Coding Debt: The Security Risks of AI-Generated Codebases

https://instatunnel.my/blog/vibe-coding-debt-the-security-risks-of-ai-generated-codebases
1•birdculture•58s ago•0 comments

Even Linus Torvalds is vibe coding now

https://www.zdnet.com/article/linus-torvalds-vibe-coding-ai/
1•isaacfrond•2m ago•0 comments

Working with Ruby Threads

https://workingwithruby.com/wwrt/intro
1•gmac•2m ago•0 comments

The Day AI Defeated Google (As Its Own Owner)

https://ai-404.medium.com/the-day-ai-defeated-google-as-its-own-owner-2fc1372cd2cc
1•martinambrus•2m ago•0 comments

Operation Tailwind War Crime

https://en.wikipedia.org/wiki/Operation_Tailwind
1•barrister•3m ago•0 comments

macOS 26's Cut Corners

https://daringfireball.net/2026/01/resizing_windows_macos_26
1•7777777phil•6m ago•0 comments

Burroughs B21 / Convergent AWS Vintage Computer Restoration – Dr. Scott M. Baker

https://www.smbaker.com/burroughs-b21-convergent-aws-vintage-computer-restoration
1•rbanffy•7m ago•0 comments

My AI resources packed together

https://mind-sculptor-engine.lovable.app/
1•tvali•8m ago•1 comments

I asked Opus 4.5 to make a Rust implementation of PyNNDescent

https://twitter.com/leland_mcinnes/status/2009738982712627433
1•tomthe•10m ago•1 comments

The Foundation Every Design System Gets Wrong

https://www.designsystemscollective.com/spacing-systems-the-foundation-every-design-system-gets-w...
2•vednig•13m ago•0 comments

Klarna boss backs interest rate cap on credit cards

https://www.thetimes.com/business/companies-markets/article/klarna-boss-backs-trump-10-percent-in...
1•petethomas•15m ago•0 comments

Show HN: Oubli – Persistent fractal memory for Claude Code

https://github.com/dremok/oubli
1•dremok•19m ago•0 comments

Helping promote the Lax programming language

1•Mavox-ID•31m ago•3 comments

Show HN: Stove – Kotlin-first E2E testing for JVM Back end apps(Ktor,SpringBoot)

https://github.com/Trendyol/stove
1•osoykan•31m ago•0 comments

In Memoriam: The Academic Journal

https://ieeexplore.ieee.org/document/11134631
1•jruohonen•31m ago•0 comments

Agnostic library without code, only specs and tests

https://github.com/dbreunig/whenwords
1•nesk_•32m ago•0 comments

State of DataHaskell Q1 2026

https://www.datahaskell.org/blog/2026/01/12/state-of-datahaskell-q1-2026.html
4•todsacerdoti•35m ago•0 comments

Show HN: Shorta – analyze a YouTube Short → generate a storyboard → re-film

https://shorta.ai
1•eguitarz•37m ago•0 comments

Ask HN: Are you paying for AWS support, and is it worth the cost?

1•oriettaxx•42m ago•1 comments

Agent-browser by Vercel: Browser automation CLI for AI agents

https://github.com/vercel-labs/agent-browser
1•handfuloflight•42m ago•0 comments

Norway reaches 97% EV sales as EVs now outnumber diesels on its roads

https://electrek.co/2026/01/02/norway-reaches-97-ev-sales-as-evs-now-outnumber-diesels-on-its-roads/
2•smurda•43m ago•0 comments

/R/Atlanta Has New Mods: Here's What Happened

https://old.reddit.com/r/Atlanta/comments/1qbabii/ratlanta_has_new_mods_heres_what_happened/
2•echelon•44m ago•1 comments

How and for Whom Using Generative AI Affects Creativity: A Field Experiment

https://psycnet.apa.org/fulltext/2026-29702-001.html
1•EagnaIonat•45m ago•0 comments

Comitis Capital announces the acquisition of Threema

https://comitiscapital.com/news/comitis-capital-announces-the-acquisition-of-threema
1•colinprince•47m ago•1 comments

Show HN: Speaking Time Calculator – Estimate speech duration from text

https://speakingtimecalculator.org
1•pandaupup•47m ago•0 comments

Node.js fs polyfill for browser using OPFS

https://www.npmjs.com/package/@componentor/fs
1•steffanhalv•48m ago•0 comments

Where Have All the Pithiatics Gone?

https://sydneyreviewofbooks.com/reviews/where-have-all-the-pithiatics-gone
1•prismatic•52m ago•0 comments

India demands crypto outfits geolocate customers, get a selfie to prove real

https://www.theregister.com/2026/01/13/india_crypto_kyc_aml_update/
1•Brajeshwar•52m ago•0 comments

How Brain waves shape our sense of self

https://news.ki.se/how-brain-waves-shape-our-sense-of-self
1•XzetaU8•54m ago•0 comments

Asus ROG Zephyrus Duo 2026: Twin 16:10 3K OLED screens

https://rog.asus.com/laptops/rog-zephyrus/rog-zephyrus-duo-2026/spec/
2•jskherman•56m ago•1 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!