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Yggdrasil Agent: general purpose, parallel and adaptive reasoning depth

https://yggdrasilagent.com/
1•grasant•1m ago•0 comments

Show HN: OCR Buddy: local browser OCR for code, formulas (LaTeX) and tables

https://github.com/Fanfulla/OCR-buddy
1•Fanfulla•1m ago•0 comments

ASRock Rack Had One of the First Arm AGI Servers at Computex 2026 – ServeTheHome

https://www.servethehome.com/asrock-rack-had-one-of-the-first-arm-agi-servers-at-computex-2026/
2•rbanffy•5m ago•0 comments

Chinese AI models are gaining ground with U.S. companies as costs surge

https://www.cnbc.com/2026/07/07/chinese-ai-models-costs-us-openai-anthropic.html
2•herbertl•7m ago•0 comments

Show HN: Workflowy but Open Source

https://twitter.com/CameronPak/status/2074262605779124317
1•campak•10m ago•1 comments

Meta accused of discriminating against non-Chinese workers in latest layoff

https://old.reddit.com/r/cscareerquestions/comments/1uq4a92/meta_accused_of_discriminating_agains...
2•PieUser•11m ago•1 comments

IBM Expands Z17 and LinuxONE 5 Mainframe Lineups with Single Frame and Rackmount

https://www.servethehome.com/ibm-expands-z17-and-linuxone-5-mainframe-lineups-with-single-frame-a...
1•rbanffy•15m ago•0 comments

Choosing a Claude model and effort level in Claude Code

https://claude.com/blog/claude-model-and-effort-level-in-claude-code
3•geoffbp•16m ago•0 comments

Rumik: Voice AI

https://rumik.ai/
1•handfuloflight•16m ago•0 comments

On-call Engineer 2026 by Kai Lentit [YouTube]

https://www.youtube.com/watch?v=sY1UqUuBqQQ
1•thinkmassive•17m ago•0 comments

Chinese memory and storage firm expected to more than 60k% jump in profits

https://www.tomshardware.com/tech-industry/chinese-memory-and-storage-firm-expected-to-post-more-...
2•rbanffy•18m ago•0 comments

I coded a shoot 'em up alone at 18 after learning Lua in a single week

1•DamixLord•19m ago•0 comments

Show HN: Backlog – tasks and contexts manager for AI coding agents

https://github.com/mazen160/backlog
2•mazen160•26m ago•0 comments

Show HN: Instant GraphRAG over any Postgres database

https://polygres.com
2•daleverett•27m ago•2 comments

Agent Name Service: The universal AI Agents identity system

https://opensourcewatch.beehiiv.com/p/agent-name-service-the-universal-ai-agents-identity-system
2•CrankyBear•31m ago•0 comments

The End of Compute Scarcity? Not So Fast

https://cloudedjudgement.substack.com/p/clouded-judgement-7326-the-end-of
2•gmays•31m ago•0 comments

Omnibaas, a provider-agnostic Infrastructure-as-Code compiler for BaaS services

https://github.com/davidecampora/Omnibaas
1•davidecampora•32m ago•1 comments

Waymo reports teen riders for bad behavior and delivers them to the police

https://www.latimes.com/business/story/2026-07-07/waymo-reports-teen-riders-for-bad-behavior-deli...
8•pilingual•33m ago•1 comments

Fable 5 wrote a Windows kernel in 38 minutes

https://tolmo.com/blog/when-the-model-writes-the-kernel/
3•adolfoabegg•33m ago•1 comments

An agent in 100 lines of Lisp

https://thebeach.dev/posts/lisp-agent/
3•jamiebeach•35m ago•0 comments

Acceleration without fuel: superconducting thruster uses Earth's magnetic field

https://www.space.com/technology/acceleration-without-fuel-revolutionary-superconducting-thruster...
1•svggrfgovgf•36m ago•1 comments

Rejected Emoji Proposals

https://charlottebuff.com/unicode/misc/rejected-emoji-proposals/
2•gaws•36m ago•1 comments

Get recommended a cheaper model with this skill

https://www.rightmodeler.com
1•piyussh•37m ago•0 comments

Private Messaging App Isn't WhatsApp or Signal, It's Delta Chat

https://lifehacker.com/tech/delta-chat-messaging-app-privacy
2•aslandb•37m ago•1 comments

Software can unlock 300 GW of capacity on US grid without building power plants

https://www.pv-magazine.com/2026/07/07/software-can-unlock-300-of-capacity-on-u-s-grid-without-bu...
1•philipkglass•38m ago•0 comments

Avatar Aang: The Last Airbender

https://www.youtube.com/watch?v=7b20GRFZBFE
1•skogstokig•40m ago•0 comments

The Opportunity Atlas: Mapping the Childhood Roots of Social Mobility [pdf]

https://opportunityinsights.org/wp-content/uploads/2018/10/atlas_paper.pdf
2•simonebrunozzi•41m ago•0 comments

Modder builds 8,192-core GPU at home out of RISC-V microcontrollers

https://www.tomshardware.com/maker-stem/modder-creates-8-192-core-gpu-at-home-out-of-risc-v-micro...
2•rbanffy•41m ago•0 comments

New Research: A "Verified" GitHub Commit Is Not Unique

https://www.internationalcyberdigest.com/new-research-a-verified-github-commit-is-not-unique/
1•yogthos•42m ago•0 comments

Meta's Teen Safety Case Just Became a $1.4T Existential Threat

https://gizmodo.com/metas-teen-safety-case-just-became-a-1-4-trillion-existential-threat-2000782306
4•colinprince•44m 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!