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Data Over Time – some tips on dealing with the challenges of temporal data

https://blog.julik.nl/2025/07/data-over-time
1•julik•4h ago

Comments

bob1029•4h ago
> In reality, balance calculations may be taking place at the same time as INSERT operations, and the result could depend on your database’s transaction isolation level, so if you want no mutations to get added when querying balance - locking will be on you.

Welcome to why core banking platforms still have batch and nightly processing aspects. It's not because of a technological deficit. It's because this business is actually really hard to do in a real-time/continuous manner. Operating on a T+1 basis in many areas dramatically reduces the opportunity for mistakes. It's also fantastic for throughput.

Imagine a use case like fraud detection on checking accounts. You can go about a million times faster if you just suck down some flat files dumped out of the core every night and make a decision the following day. Forcing everything into a synchronous context is not essential to provide the illusion of real time banking to the consumer.

julik•3h ago
I know :-) Moreover - adding a pause inherent in batch processing allows you to have a last-line-of-defence for the intervention of a human operator / human assessment. It's a fine balance between "make the thing go fast" and "make sure the thing never allows fraud"

SFrame-based stack unwinding for the kernel

https://lwn.net/SubscriberLink/1029189/1d2b808bdd4c575f/
1•askl•3m ago•0 comments

Upgrading an M4 Pro Mac mini's storage for half the price

https://www.jeffgeerling.com/blog/2025/upgrading-m4-pro-mac-minis-storage-half-price
1•speckx•3m ago•0 comments

Let It Snow

https://arraythinking.wordpress.com/2015/12/20/let-it-snow/
1•secwang•5m ago•0 comments

Senator calls out Texas for trying to steal shuttle from Smithsonian

https://arstechnica.com/space/2025/07/its-a-heist-senator-calls-out-texas-for-trying-to-steal-shuttle-from-smithsonian/
1•pseudolus•7m ago•0 comments

Show HN: claude-code-setup.sh – setup Claude to handle issues in your repo

https://github.com/haron/claude-code-setup.sh
1•haron•7m ago•0 comments

Hubble Is Getting Old. Should We Try to Save It?

https://www.thequantumcat.space/p/hubble-is-getting-old-should-we-try
2•LorenDB•9m ago•0 comments

Show HN: GrowAGardenStock – Real-time inventory and event tracker

https://growagardenstock.com
1•merso•12m ago•0 comments

Metaobject Protocols: Why we want them and what else they can do [pdf]

https://cseweb.ucsd.edu/%7Evahdat/papers/mop.pdf
2•PaulHoule•13m ago•0 comments

Rimworld Odyssey DLC will be released today

https://ludeon.com/blog/2025/06/announcing-odyssey-and-update-1-6/
1•dimastopel•13m ago•0 comments

Intermediaries in Network-Based Ecosystems

https://mydata.org/2025/07/04/intermediaries-in-network-based-ecosystems/
2•Bogdanp•14m ago•0 comments

Claude feeds you banana thanks to a MCP server connected to robot arms

https://github.com/phospho-app/phospho-mcp-server
1•bottomotto•14m ago•0 comments

Intel CPU owners might be crashing "because of the summer heat" says Firefox dev

https://www.pcguide.com/news/firefox-dev-says-intel-13th-14th-gen-cpu-owners-might-be-crashing-because-of-the-summer-heat/
2•muizelaar•15m ago•1 comments

We're Light-Years Away from True Artificial Intelligence, Says Martha Wells

https://www.scientificamerican.com/article/were-light-years-away-from-true-artificial-intelligence-says-murderbot/
3•sohkamyung•16m ago•1 comments

China's AI Dreams Lead to Data Centers in Once-Restive West

https://www.bloomberg.com/news/newsletters/2025-07-11/china-s-ai-dreams-lead-to-data-centers-in-once-restive-west
1•perihelions•20m ago•0 comments

As China Cleans Its City Rivers, Locals Begin to Paddle Back In

https://www.sixthtone.com/news/1017339
2•sohkamyung•23m ago•0 comments

Ask HN: Any simple, Git-based workflow tools developers enjoy using in 2025?

1•kimzhang•25m ago•0 comments

Mastra is now Apache 2.0 licensed

https://mastra.ai/blog/apache-license
2•codekarate•25m ago•0 comments

Comparing PyTorch code optimization Gemini vs. Claude

http://addxorrol.blogspot.com/2025/07/understand-neural-nets-better-post-5-of.html
1•tdullien•27m ago•0 comments

Cybersecurity: The Economic Benefits of GDPR

https://www.cnil.fr/en/cybersecurity-economic-benefits-gdpr
1•amarcheschi•28m ago•1 comments

From Farm to Data: Pittsboro's Agricultural Land Faces Tech Transformation

https://farmonaut.com/usa/pittsboro-farm-land-transforms-with-data-center-boom
1•Bluestein•29m ago•0 comments

OnlineClipboard – Your Cloud Clipboard for Effortless Copy and Paste

https://onlineclipboard.my
1•ychnlt•30m ago•0 comments

Clustered PostgreSQL

https://arch.dog/bark/clustered-postgresql
1•todsacerdoti•33m ago•0 comments

Show HN: Yoslm -- You Only Need a Smoll Language Model for Object Detection

https://jigsawstack.com/blog/object-detection
2•khurdula•36m ago•0 comments

TikTok prepares US app with its own algorithm and user data

https://www.reuters.com/world/china/tiktok-prepares-us-app-with-its-own-algorithm-user-data-2025-07-09/
1•simpleintheory•40m ago•0 comments

Thoughts on Motivation and My 40-Year Career

https://charity.wtf/2025/07/09/thoughts-on-motivation-and-my-40-year-career/
3•mooreds•42m ago•2 comments

The European Cloud/Computing Situation

https://berthub.eu/articles/posts/the-european-situation/
3•doener•45m ago•0 comments

Open Letter: my 2 year shuffle-versary and How It Ends Here

https://world.hey.com/tratt/open-letter-please-help-or-my-2-year-shuffle-versary-how-it-ends-here-b0d6971a
1•andytratt•47m ago•0 comments

Tencent Attempts to Silence FreeWeChat in Trademark Smokescreen Attack

https://en.greatfire.org/blog/2025/jul/tencent-attempts-silence-freewechat-trademark-smokescreen-attack
1•rntn•48m ago•0 comments

Is Subversion a Day Early? (2011)

https://svnbook.red-bean.com/en/1.7/svn.tour.revs.specifiers.html#svn.tour.revs.dates
1•TheSilva•48m ago•0 comments

It's Time to Let Go of 'African American'

https://archive.li/jkk4S
13•leephillips•50m ago•10 comments