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The Inference Shift – Stratechery

https://stratechery.com/2026/the-inference-shift/
1•chermanowicz•1m ago•0 comments

Motion Picture Editor's Guild Stress Survival Kit

https://www.editorsguild.com/Stress-Survival-Kit
1•gmays•1m ago•0 comments

Show HN: Safe-install – safer NPM installs with trusted build dependencies

https://www.npmjs.com/package/@gkiely/safe-install
2•gkiely•3m ago•0 comments

Ancient Secrets

https://www.nationalaffairs.com/blog/detail/findings-a-daily-roundup/ancient-secrets
2•paulpauper•6m ago•0 comments

The April every AI plan broke

https://thefinancialengineer.substack.com/p/the-april-every-ai-plan-broke
3•gmays•7m ago•0 comments

CRUD Is Broken

https://sawyer-p.me/crud-is-broken
2•bencornia•8m ago•0 comments

Today-dsa – a local-first engine that tells me what to study today

https://github.com/rasha-hantash/today-dsa
2•rasha1•13m ago•0 comments

Jon Caramanica is a bad cliché

https://bradmehldau.substack.com/p/jon-caramanica-is-a-bad-cliche
2•paulpauper•17m ago•0 comments

Why Dunkin' Donuts Failed in India

https://timesofindia.indiatimes.com/life-style/food-news/why-dunkin-failed-in-india/articleshow/1...
2•paulpauper•17m ago•0 comments

RAG Eval Comparing Vertex/Bedrock/Azure/OpenAI

https://github.com/colon-md/retrievalci
1•colon-md•18m ago•1 comments

Codex Pets for People in a Hurry

https://www.augmentedswe.com/p/how-to-use-codex-pets
1•wordsaboutcode•19m ago•0 comments

Graft – semantic memory for AI agents, without the LLM

https://github.com/AEndrix03/Graft
1•AEndrix03•19m ago•0 comments

Onboarding with LLMs

https://newsletter.eng-leadership.com/p/how-to-use-ai-to-onboard-into-a-codebase
1•wordsaboutcode•20m ago•1 comments

A Wild Ghost Blog Appears

https://allenc.com/a-wild-ghost-blog-appears/
1•allenc•29m ago•1 comments

Thinking Machines: AI that can respond during the interaction

https://medium.com/seeds-for-the-future/a-new-way-to-interact-with-ai-interaction-models-2941f173...
2•hungryclaw•36m ago•0 comments

Can we code our way out of gentrification?

https://www.freerange.city/p/can-we-code-our-way-out-of-gentrification
2•burlesona•39m ago•0 comments

Mistral AI's NPM package was compromised

https://github.com/mistralai/client-ts/issues/217
1•logickkk1•48m ago•0 comments

Senior Product Engineer

https://revieve.factorialhr.com/job_posting/product-engineer-299899
1•seharetimad•52m ago•0 comments

Brain scans reveal how people with autistic traits connect differently

https://www.psypost.org/brain-scans-reveal-how-people-with-autistic-traits-connect-differently/
1•1317•54m ago•0 comments

Linux bitten by second vulnerability in as many weeks

https://arstechnica.com/security/2026/05/linux-bitten-by-second-severe-vulnerability-in-as-many-w...
1•jnord•55m ago•0 comments

Show HN: ProvisioningIQ – Continuous Benchmarks of AWS/Azure/GCP Latency

https://provisioningiq.appswireless.com/
1•syed786•57m ago•0 comments

Postmortem: TanStack NPM supply-chain compromise

https://tanstack.com/blog/npm-supply-chain-compromise-postmortem
7•carlos-menezes•58m ago•2 comments

Anxiety vs Depression

https://silence.bearblog.dev/anxiety-vs-depression/
2•thejamesbox•59m ago•1 comments

Legacy preference bans may not increase college diversity, researchers say

https://phys.org/news/2026-04-legacy-college-diversity.html
2•PaulHoule•59m ago•0 comments

Designing GPUs for Developers: A Conversation with Godot

https://blog.imaginationtech.com/designing-gpus-for-developers-a-conversation-with-godot
1•danbolt•1h ago•0 comments

GM just laid off IT workers to hire those with stronger AI skills

https://techcrunch.com/2026/05/11/gm-just-laid-off-hundreds-of-it-workers-to-hire-those-with-stro...
32•jnord•1h ago•46 comments

Intel Reenters DRAM Race? A Closer Look at the Z-Angle Memory

https://www.trendforce.com/news/2026/02/03/news-intel-reenters-dram-race-a-closer-look-at-the-z-a...
2•jeffufl•1h ago•1 comments

Hermes Agent Background Computer Use on macOS via SkyLight Private SPIs

https://hermes-agent.nousresearch.com/docs/user-guide/features/computer-use
1•simonpure•1h ago•0 comments

When My Father's Canary Flew Away

https://www.nytimes.com/2026/05/07/science/dementia-memory-brain-injury.html
1•gmays•1h ago•0 comments

Star Wars: Fall of the Empire by Stern Pinball

https://sternpinball.com/game/star-wars-fall-of-the-empire/
2•pentagrama•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!