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URL and HTML to Markdown API Optimized for LLMs

https://markdownify-monorepo.vercel.app/
1•yellow-cucumber•20s ago•0 comments

Ask HN: Do you use web apps on your smartphone?

1•julienreszka•38s ago•0 comments

Desktop Commander MCP

https://github.com/wonderwhy-er/DesktopCommanderMCP
1•javatuts•1m ago•0 comments

Show HN: AI Command Center

https://www.invook.ai
1•abhishekucs•2m ago•0 comments

15 sorting algorithms in 6 minutes (2013) [video]

https://www.youtube.com/watch?v=kPRA0W1kECg
1•akkartik•6m ago•0 comments

Stop your agent from saying it's done when it isn't

https://deepwiki.com/grainulation/bean
3•woptober•7m ago•0 comments

CodeTimeline – Visual AI-narrated history for any GitHub repo

https://github.com/Rohan5commit/codetimeline
1•rohan33332e•8m ago•1 comments

Vortex Layer Theory

https://zenodo.org/records/20806350
1•aleksy_rybicki•9m ago•0 comments

AI Code Stitcher - Agentic AI Avoidance.

1•aihatterer•9m ago•0 comments

Codex Fast mode isn't 50% faster, but still takes 2.5x usage

https://old.reddit.com/r/codex/comments/1t9p4t5/fast_mode_isnt_actually_50_faster_but_still_takes/
1•behnamoh•11m ago•1 comments

Guidance injection: reliable instructions for local LLMs

https://samihonkonen.com/posts/guidance-injection/
2•shonkone•11m ago•0 comments

Corelayer0 – Turn any OpenAPI spec into a hosted MCP server

https://corelayer0.com
1•shackdown•11m ago•0 comments

Picot: Codex style GUI for the Pi coding agent

https://github.com/shixin-guo/picot
1•gzpoffline•17m ago•0 comments

What do you think it work best Reddit vs. X

1•thepopson•23m ago•3 comments

Sam Altman Movie 'Artificial' Dropped by Amazon After OpenAI Partnership

https://variety.com/2026/film/global/luca-guadagnino-sam-altman-movie-artificial-dropped-amazon-1...
1•mgh2•23m ago•0 comments

Show HN: Zot now has model shortcuts: jump between your favorite models

https://github.com/patriceckhart/zot
3•patriceckhart•25m ago•0 comments

Bitmine, Sharplink and Joe Lubin back Ethereum R&D nonprofit

https://www.techsentiments.com/article/2026/06/22/bitmine-sharplink-and-joe-lubin-back-ethereum-r...
1•rajsuper123•26m ago•0 comments

Docker-compatible REST API on top of Apple container

https://github.com/socktainer/socktainer
2•uzyn•26m ago•0 comments

The Cheap Model Fallacy

https://twitter.com/deepwhitman/status/2067282002307612888
5•bilater•32m ago•0 comments

Unable to process: source material unavailable

https://fivetakes.news/global-minerals-supply-and-ai-infrastructure-eu-brazil-strategic-partnership
1•mmeirovich•34m ago•0 comments

Show HN: WSL Dashboard – an open-source,low-memory, high-performance GUI manager

https://github.com/owu/wsl-dashboard
4•GuardCalf•42m ago•0 comments

TIRx: An Open Compiler Stack for Evolving Frontier ML Kernels

https://tvm.apache.org/2026/06/22/tirx
1•matt_d•43m ago•0 comments

Prototyping data tools with AI, a case study: Solar and Battery Atlas

https://ember-energy.org/latest-updates/prototyping-data-tools-with-ai-a-case-study-solar-battery...
2•toomuchtodo•43m ago•1 comments

Stripe pre-launch security checklist for indie SaaS

https://github.com/galakurpi/stripe-prelaunch-security-checklist
1•jongalarraga•44m ago•0 comments

Show HN: A private pager for your AI agent loops

https://ask-a-human.ai
3•alexandroskyr•45m ago•1 comments

SeeDance 2.5 Is Stunning

https://twitter.com/Long4AI/status/2069262125776920582
4•vantareed•48m ago•0 comments

AI Wrote the Code. Nobody Knows Why It Made Those Decisions

https://brunelly.com/
4•rihabzt•52m ago•0 comments

Latexdiff online – diff two LaTeX files in the browser

https://thelatexlab.com/latexdiff-online/
1•sahiltll•52m ago•0 comments

Matrix and Quaternion FAQ

https://j3d.org/matrix_faq/matrfaq_latest.html
1•signa11•55m ago•0 comments

Who Does What? Team Topologies for the Agentic Platform

https://blog.owulveryck.info/2026/06/22/who-does-what-team-topologies-for-the-agentic-platform.html
1•owulveryck•56m 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!