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Introducing: Cloudflare Agents

https://blog.cloudflare.com/agents-on-cloudflare/
1•aofeisheng•47s ago•0 comments

AI pricing is not broken. We have the answers for how to do it

https://www.solvimon.com/blog/ai-pricing-is-not-broken
1•arnon•1m ago•0 comments

Run CI/CD for repos – on your platform, on Cloudflare

https://blog.cloudflare.com/ci-workflows/
1•aofeisheng•1m ago•0 comments

Show HN: Entangle, hand a live AI coding session to anyone with three words

https://github.com/gowtham-sai-yadav/entangle
1•gowthamsaiyadav•2m ago•0 comments

Show HN: Aimeterly – Per-user cost dashboards from Claude Code's built-in OTel

https://aimeterly.com/en
1•ninomae•2m ago•0 comments

A Systems Design View of Why Voter ID Is Irrelevant

https://sharpermind.substack.com/p/voter-id-isnt-necessary-from-a-systems
1•robmay•3m ago•0 comments

Cloudflare Wallets: The programmable wallet for the agentic Internet

https://blog.cloudflare.com/wallets/
1•aofeisheng•3m ago•0 comments

Show HN: Loopers – Fail-closed reverse proxy and circuit breaker for AI agents

https://app.tryloopers.com/
1•varad-khoriya•4m ago•0 comments

Pinochet's Brutal Rule: A Look Inside His Regime

https://www.thecollector.com/augusto-pinochet-rule-regime/
2•allgirl•5m ago•1 comments

MouthPad turns your tongue into a wireless trackpad

https://newatlas.com/consumer-tech/mouthpad-tongue-wireless-trackpad/
2•fortran77•5m ago•0 comments

Show HN: Cloudrift – read-only AWS waste scan, now call from your agent(MCP)

https://github.com/elleVas/cloudrift/
1•elleVas•5m ago•0 comments

Walruses synchronise their movements with the weather

https://jamesst.one/posts/walrus-haulout-synchrony
1•meysamazad•6m ago•0 comments

The jellyfish that has cracked the secret of immortality

https://www.theguardian.com/environment/2026/aug/04/when-you-kill-it-it-doesnt-die-the-jellyfish-...
1•n1b0m•7m ago•0 comments

How to Read a Book

https://brajeshwar.com/2026/how-to-read-a-book/
1•meysamazad•7m ago•0 comments

Physical networks become what they learn

https://arxiv.org/abs/2406.09689
1•binyu•8m ago•0 comments

Sustainability Criteria for digital products and services

https://www.sustysubs.net/blog/sustainability-criteria/
1•meysamazad•8m ago•0 comments

Observability Turns Vibe Coding into AI Engineering

https://www.dynatrace.com/news/blog/how-observability-transforms-vibe-coding-into-ai-engineering/
1•speckx•8m ago•0 comments

Show HN: RazTodo, a local-first task manager for developers

https://github.com/razbuild/raztodo
1•realrazdev•12m ago•0 comments

Show HN: The invisible WiFi man. How one man built global "Brand" WiFi in 2009

https://calumbugattimacdonald.com
1•BugattiMacD•12m ago•0 comments

Show HN: Crux – a task manager that shows you one task at a time

https://www.crux.day/
1•arda-koc•12m ago•0 comments

Mullvad Exit Nodes on Tailscale

https://tailscale.com/docs/features/exit-nodes/mullvad-exit-nodes
2•subset•12m ago•0 comments

Claude, GPT and the Minnesota attackers all used known bugs and weak logins

https://cabreza.substack.com/p/use-it-or-lose-to-it
1•fathermarz•14m ago•0 comments

Protopia

https://kevinkelly.substack.com/p/protopia
1•surprisetalk•14m ago•0 comments

Alphabet's capex exceeded its operating cash flow last quarter

https://eco3min.fr/en/big-tech-free-cash-flow-quarterly-dataset/
1•latentframe•14m ago•0 comments

Show HN: Wide Events – Rails telemetry for agents and humans in a DB you own

https://github.com/adammiribyan/wide_events
2•adammiribyan•15m ago•0 comments

Aligning 800 audiobooks (8k hours) to text in 6 days, no LLM in the loop

https://tale.fyi/@sam/aligning-800-audiobooks-8-000-hours-to-text-in-6-days-no-llm-in-the-loop?fr...
2•samuelcole•15m ago•0 comments

Microsoft Vaporized a Trillion Dollars, Pt. 3

https://isolveproblems.substack.com/p/how-microsoft-vaporized-a-trillion-f67
1•Bluestein•16m ago•0 comments

Buckminsterfullerene

https://en.wikipedia.org/wiki/Buckminsterfullerene
2•tiagod•16m ago•0 comments

Show HN: The agent-to-codebase interface is broken. I tried to fix it

https://context-engine.app/manifesto
2•welf•18m ago•0 comments

Apple's New CEO Taps Retired Hardware Executive for Management Team

https://www.bloomberg.com/news/articles/2026-08-03/apple-s-new-ceo-taps-retired-hardware-executiv...
1•ksec•18m 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!