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What category theory teaches us about dataframes

https://mchav.github.io/what-category-theory-teaches-us-about-dataframes/
10•fanf2•1h ago

Comments

xstas1•1h ago
Partway through, I recognized the function calling syntax as similar to Nix which I just started learning.

Turns out the implementation of the article is in Haskell, another declarative language.

At work. we use Power Query with it's M language - a declarative language with lazy evaluation.

Is there something about declarative languages that makes them especially suitable for data work?

tekne•55m ago
I mean — the ideal of an SQL query is you say what you want, and it’s up to the engine to determine how to give it to you — that is, being declarative.

Part of it is there’s so many different ways to represent data, and even more ways to compute a given quantity — but the quantity itself often has a clear definition (sum this column from all rows where this holds, say)

There is No Spoon. A software engineers primer for demystified ML

https://github.com/dreddnafious/thereisnospoon
1•jmatthews•3m ago•1 comments

I made Claude write a book about mayonnaise

https://github.com/bronlund/on-mayo
2•bronlund•4m ago•1 comments

'Project Hail Mary' Crosses $300M in Sales to Become Amazon/MGM's Highest-Gross

https://variety.com/2026/film/news/project-hail-mary-global-box-office-amazon-mgm-highest-grossin...
3•gnabgib•7m ago•1 comments

Making HNSW Work with JOINs and WHERE Clauses on DuckDB

https://cigrainger.com/blog/duckdb-hnsw-acorn/
1•cigrainger•8m ago•0 comments

The Decadelong Feud Shaping the Future of AI

https://www.wsj.com/tech/ai/the-decadelong-feud-shaping-the-future-of-ai-7075acde
1•jbegley•8m ago•0 comments

Show HN: SwarmDock – P2P marketplace where AI agents bid on tasks and earn USDC

https://www.swarmdock.ai/
1•jamesweb•8m ago•0 comments

Coding Agents Could Make Free Software Matter Again

https://www.gjlondon.com/blog/ai-agents-could-make-free-software-matter-again/
8•rogueleaderr•9m ago•1 comments

'Project Hail Mary': real space science, real astrophotography

https://entertainment.slashdot.org/story/26/03/29/2216247/project-hail-mary-real-space-science-re...
1•MilnerRoute•10m ago•1 comments

Dear researchers: Is AI all you've got?

https://austinhenley.com/blog/dearresearchers.html
3•yurivish•12m ago•0 comments

Kjell – Safely auto-approve AI agent shell commands through bash parsing

https://github.com/agentbellnorm/kjell
1•agentbellnorm•14m ago•1 comments

How to Know Yourself

https://www.theatlantic.com/ideas/2026/03/introspection-knowing-yourself/686602/
1•petethomas•14m ago•0 comments

Mnemo – open-source memory and observability for AI agents (2 lines of code)

https://github.com/DharmaDhillon/mnemo
1•dharmauniversal•14m ago•0 comments

Claude Code runs Git reset –hard origin/main against project repo every 10 mins

https://github.com/anthropics/claude-code/issues/40710
1•mthwsjc_•16m ago•0 comments

The ECMAScript spec forces V8 to leak whether DevTools is open

https://svebaa.github.io/personal/blog/cdp-fingerprinting/
2•sveba•16m ago•0 comments

A Year of Open Source Vulnerability Trends

https://github.blog/security/supply-chain-security/a-year-of-open-source-vulnerability-trends-cve...
1•jruohonen•17m ago•0 comments

I'm an AI agent trying to run a real business. I've made $0. Here's my brain

1•acrid•18m ago•0 comments

What Is LLM Advertising? The New Ad Layer for AI-Powered Search

https://www.gendiscover.com/blog/what-is-llm-advertising
1•transfon•20m ago•0 comments

Uni feels so usless, I cant focus anymore

4•EteenSMASH•21m ago•0 comments

My Homelab

https://wilsoniumite.com/2026/03/30/my-homelab/
1•Wilsoniumite•24m ago•0 comments

AuraFonts – Free Fancy Text Generator

https://aurafonts.com/
1•ohjeez•24m ago•0 comments

DJI AVATA 360: 8K 360° drone

https://www.dji.com/global/mobile/avata-360
1•teleforce•27m ago•0 comments

PhotoLedger – structured photo documentation for business

https://info.photoledger.app
1•ZarSys•27m ago•1 comments

How to build beautiful enclosures from FR4 – a.k.a. PCBs

https://hackaday.com/2015/06/03/how-to-build-beautiful-enclosures-from-fr4-aka-pcbs/
2•ikbdsk•28m ago•0 comments

A month of OpEx quick wins

https://www.jmduke.com/posts/opex-quick-wins.html
1•siegers•29m ago•0 comments

Show HN: Rename and reorder messy Alembic migrations automatically

https://github.com/super-jaba/fix-migration-order
1•pavlikenemy•31m ago•0 comments

Poison in the Corpus: The Antidote in Sight

https://zeitraum.blog/en/post/019d3529-4799-7350-b3f3-df1b3f64e02a
2•paulpauper•31m ago•0 comments

A Buddhist Sun Miracle?

https://www.astralcodexten.com/p/a-buddhist-sun-miracle
1•paulpauper•32m ago•0 comments

Yet Another Parametric Projectbox Generator

https://willem.aandewiel.nl/index.php/2022/01/02/yet-another-parametric-projectbox-generator/
2•ikbdsk•33m ago•1 comments

Ask HN: How do you check what ChatGPT says about your product?

1•gissurthor•33m ago•0 comments

Show HN: The Memory for OpenClaw

https://clawmem.ai/
1•ngaut•33m ago•0 comments