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Faraday Security Enforcing and HyDE Recall

https://medium.com/@vektormemory/vektor-slipstream-real-tool-calling-faraday-security-enforcing-h...
1•vektormemory•35s ago•0 comments

Show HN: Open-source tool to sell your Claude Code and Codex sessions

https://github.com/cookiy-ai/sell-sessions-skill
1•YouchaoDong•2m ago•0 comments

Moving coding-agent guardrails from prompts to hooks

https://tesseracted-labs-blog.vercel.app/enforcing-coding-agent-guardrails-in-the-runtime-instead...
1•kkm•3m ago•0 comments

Intel TDX Remote Attestation Verifier Without Intel Trust Authority

https://zatona.dev/blog/intel-tdx-remote-attestation-verifier
1•dzatona•4m ago•0 comments

Saving Jet Fuel

https://tech.marksblogg.com/scikit-decide-openap-optimal-flight-planning.html
1•marklit•4m ago•0 comments

Ask HN: Why serialize documents to disk instead of memory-mapping runtime state?

1•ShengATsao•4m ago•0 comments

The Ex-Cop Who Stole Millions to Become a Real-Life Robin Hood

https://magazine.atavist.com/2026/the-bleeding-hearts-austria-robbery
1•gmays•6m ago•0 comments

"The Secret Life of Circuits" is here

https://blog.coredump.cx/p/the-secret-life-of-circuits-is-here
1•surprisetalk•6m ago•0 comments

Astra's chess reward hacking fell from 30% to 0% with a 95-word agreement

https://www.echohive.ai/can-an-agreement-reduce-ai-cheating-at-chess
2•echohive42•7m ago•0 comments

Gravity Linux – Linux for Apple Silicon M4 and Above

https://gravitylinux.org/blog/hello-gravity/
2•xlmnxp•8m ago•1 comments

Clarity Act Stalls in Senate as Crypto Bill Fails to Clear Key Vote

https://decrypt.co/378283/clarity-act-fails-senate-hurdle
3•consumer451•14m ago•0 comments

Update Security Baseline: Hardening Ubuntu Desktop 24.04/26.04 LTS

https://github.com/EugeXo/security-baseline-ubuntu
1•EugeXo•18m ago•0 comments

Introduction Video Gen in Img Play

https://apps.apple.com/az/app/img-play-ai-image-generator/id6745093585
1•hack88171•19m ago•0 comments

Google Project Genie. Explore infinitely diverse worlds

https://labs.google/fx/
2•fragmede•20m ago•0 comments

Understanding the Baby Boom

https://worksinprogress.co/issue/understanding-the-baby-boom/
1•debo_•20m ago•0 comments

Operation Epic Fury [pdf]

https://media.defense.gov/2026/Sep/09/2003993626/-1/-1/1/OEF_Q3_JUN2026_FINAL_508%20SECURE.PDF
2•layer8•22m ago•0 comments

Say No to AI Filters

https://percentshop.vercel.app/
1•vladavetisian•22m ago•0 comments

Digital Asset Market Clarity Act Fails in Senate

https://www.therage.co/clarity-act-fails-in-senate/
1•iamnothere•24m ago•0 comments

Salesforce in Claude

https://claude.com/blog/salesforce-in-claude
1•vertigoruntime•26m ago•0 comments

Has anyone made any money/successes making SaaS's with AI?

1•kraig911•27m ago•1 comments

Automatic Motor Learning Is the Secret to Our Effortless Walk

https://dailyneuron.com/automatic-motor-learning-effortless-walk/
1•MarlonPro•28m ago•0 comments

Recreating Voodoo Graphics and a Late-1990s Gaming PC on an FPGA

https://nand2mario.github.io/posts/2026/zsst-voodoo/
2•zdw•30m ago•0 comments

Run cloud agents on machines you manage

https://cursor.com/blog/self-hosted-machines
1•gmays•32m ago•0 comments

The State of Allocators in 2026 – 6 Months Later

https://cetra3.github.io/blog/state-of-allocators-2026-part-2/
1•agluszak•32m ago•0 comments

Toymodel (By Semiqlassical) – Modular Sci-ML

https://semiqlassical.tech/toymodel/
1•banerjeeav•33m ago•1 comments

Cohere CEO says calls for coordinated slowdown amounts to 'cartel' behaviour

https://www.theglobeandmail.com/business/technology/article-cohere-ceo-aidan-gomez-criticizes-cal...
5•neom•34m ago•0 comments

Benchmark Fatigue

https://www.pcmag.com/opinions/why-ai-benchmarks-are-total-bs-and-how-openai-and-anthropic-use-th...
1•eazae•34m ago•0 comments

Anthropic Confirms Claude AI Use in Weapons and Surveillance

https://thedefensepost.com/2026/09/15/anthropic-claude-weapons-surveillance/
2•EA-3167•35m ago•0 comments

Late-life semaglutide treatment slows ageing and extends lifespan in female mice

https://www.nature.com/articles/s41586-026-10940-7
2•gmays•37m ago•0 comments

Skill Poisioning turning AI agents into malware droppers

https://ministryofcyberaffairs.com/news/skill-poisioning-turning-ai-agents-into-malware-droppers-...
1•giuliomagnifico•37m 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!