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Show HN: Local-First Linux MicroVMs for macOS

https://shuru.run
1•harshdoesdev•1m ago•0 comments

Show HN: Saga – SQLite project tracker for AI coding agents

https://github.com/spranab/saga-mcp
1•spranab•1m ago•0 comments

From MVC to MVA: The Architectural Paradigm Shift for Autonomous AI Agents

https://medium.com/@vinkius/from-mvc-to-mva-the-architectural-paradigm-shift-for-autonomous-ai-ag...
1•renatomarinho•1m ago•0 comments

NEXO a governance-first runtime for AI agents

https://github.com/ribeiromatosdavi25-ai/nexo-runtime
1•DAVI_RMX•1m ago•1 comments

Tell HN: Claude mangles XML files with <name> as an XML Tag to <n>

2•exabrial•3m ago•0 comments

Linuxulator on FreeBSD Feels Like Magic

https://hayzam.com/blog/02-linuxulator-is-awesome/
1•vermaden•5m ago•0 comments

Parsemail – web-based raw email parser and attachment decoder

https://www.parsemail.org
1•zdw•6m ago•0 comments

Explaining Why NASA's Starliner Report Is So Bad

https://www.youtube.com/watch?v=L96asfTvJ_A
1•Betelbuddy•6m ago•0 comments

HTTP/3 on FreeBSD: Getting QUIC Working with Nginx in a Bastille Jail

https://blog.hofstede.it/http3-on-freebsd-getting-quic-working-with-nginx-in-a-bastille-jail/
2•fanf2•9m ago•0 comments

Let's (Re)Think PRs

https://www.arunoda.me/blog/lets-rethink-prs
2•arunoda•10m ago•0 comments

CVE-2025-67736 FreePBX Authenticated SQL Injection Leads to RCE

https://theyhack.me/CVE-2025-67736-FreePBX-Authenticated-SQL-Injection/
1•WeaklingOra•11m ago•0 comments

Nifty and Its Derivatives; and Arbitrage

https://badpallod.substack.com/p/nifty-and-its-derivatives-and-arbitrage
1•kn81198•13m ago•0 comments

Show HN: World Monitor App

https://worldmonitor.app/
1•Fake4d•13m ago•0 comments

Why Are American Passenger Trains Slow?

https://americanaffairsjournal.org/2026/02/why-are-american-passenger-trains-slow/
1•mikebike•13m ago•0 comments

Monames – CodeNames with Your AI

https://adpreese.github.io/monames/dist/
1•adpreese•14m ago•0 comments

CashMate – a free, ad-free expense tracker with no servers

https://cashmate.periwin.com/
1•anilpoudyal•14m ago•1 comments

Ritual of the Calling of an Engineer

https://en.wikipedia.org/wiki/Calling_of_an_Engineer
1•joebig•15m ago•0 comments

The Python Book = Interactive Python Tutorial from Basic to Expert

https://pythoncompiler.io/python/getting-started/
1•selva86•16m ago•1 comments

Show HN: AppFeedBackScratch – Reciprocal Feedback for Indie Developers

https://app-feed-back-scratch.vercel.app/
1•splurk•18m ago•1 comments

Show HN: SharpSkill – LeetCode Alternative to Optimize Success in Tech ITW

https://sharpskill.fr/en
1•CocoZozo•21m ago•1 comments

Show HN: Mujoco React

https://github.com/noah-wardlow/mujoco-react
1•noahwardlow•22m ago•0 comments

Benchmarks for concurrent hash map implementations in Go

https://github.com/puzpuzpuz/go-concurrent-map-bench
1•platzhirsch•22m ago•0 comments

Human=True

https://blog.codemine.be/posts/2026/20260222-be-quiet/
1•avh3•24m ago•0 comments

Affirming Life While Opposing the Ethics of Procreation

https://toolong.co/s/v41ufalb
2•a_void_sky•26m ago•0 comments

Show HN: Adaptive WebServer Protection- Qriton Shield

https://shield.qriton.com/
1•ddmma•27m ago•0 comments

Game-Ready Voxel Meshes with Low-Cost AI

https://www.tyleo.com/blog/game-ready-voxel-meshes-with-low-cost-ai
2•tyleo•27m ago•0 comments

Show HN: 3DIMLI – No-code storefront builder for digital products (beta)

https://www.3dimli.com/
1•arpit077•27m ago•1 comments

Biweekly Pay Schedule 2026 – Complete Payroll Calendar with All Pay Dates

https://saveku.com/blog/biweekly-pay-schedule-2026-complete-payroll-calendar-with-all-pay-dates
1•roywj•28m ago•0 comments

From Cloudflare's Markdown for Agents to a Universal HTML→Markdown Extractor

https://github.com/frumu-ai/tandem
1•frumu•28m ago•1 comments

First mature Helm MCP (native Helm SDK v3 and v4)

https://pypi.org/project/helm-mcp/
1•api-py•28m ago•0 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•10mo ago

Comments

karmakaze•10mo 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•10mo 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•10mo 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•10mo 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•10mo 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•10mo 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•10mo 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•10mo ago
Hey Mark, I actually found this post via yours so thanks!