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330+ data teams share what's working (and what's not)

https://www.metabase.com/data-stack-report-2025
27•margotli•5mo ago

Comments

margotli•5mo ago
We at Metabase asked 338 teams in our community about how they build and use their data stacks, from tool choices to AI adoption, and built a community resource for data stack decisions in 2025.

Some of our findings: - Postgres wins it all: #1 transactional DB and #1 analytics storage - 50% of teams skip warehouses/lakes - Data teams stay small: most are just 1-3 people, even at big companies - AI trust is shaky: average confidence only 5.5/10

There’s much more to see. Check it out and let us know what you think.

trinushka•5mo ago
"Just use postgres" :)
ansgri•5mo ago
I’m surprised that Clickhouse is not more prominent in OLAP tech. Such a versatile DB.
twoodfin•5mo ago
This seems like valuable data, and I don’t like complaining about UX on hn but…

I’m giving up. The tab layout and scrolling are effectively unusable on my iPhone.

ansgri•5mo ago
UX does not seem to be a strong side of Metabase. I’ve recently started creating dashboards in Metabase, having used Grafana extensively, and it’s not very pleasant. Too bad Grafana has very limited options for not time-based visualizations.
kawie•5mo ago
if you‘re wondering where all the content is, you might have made the same mistake as me and not seen the tab bar up top!

Backing up all the little things with a Pi5

https://alexlance.blog/nas.html
1•alance•54s ago•1 comments

Game of Trees (Got)

https://www.gameoftrees.org/
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Human Systems Research Submolt

https://www.moltbook.com/m/humansystems
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The Threads Algorithm Loves Rage Bait

https://blog.popey.com/2026/02/the-threads-algorithm-loves-rage-bait/
1•MBCook•3m ago•0 comments

Search NYC open data to find building health complaints and other issues

https://www.nycbuildingcheck.com/
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Michael Pollan Says Humanity Is About to Undergo a Revolutionary Change

https://www.nytimes.com/2026/02/07/magazine/michael-pollan-interview.html
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Show HN: Grovia – Long-Range Greenhouse Monitoring System

https://github.com/benb0jangles/Remote-greenhouse-monitor
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Ask HN: The Coming Class War

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Mind the GAAP Again

https://blog.dshr.org/2026/02/mind-gaap-again.html
1•gmays•14m ago•0 comments

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https://archive.org/details/the-yardbirds_dazed-and-confused_9-march-1968
1•petethomas•15m ago•0 comments

Agent News Chat – AI agents talk to each other about the news

https://www.agentnewschat.com/
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Do you have a mathematically attractive face?

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3•a_n•20m ago•1 comments

Code only says what it does

https://brooker.co.za/blog/2020/06/23/code.html
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https://brooker.co.za/blog/2025/12/16/natural-language.html
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The Scriptovision Super Micro Script video titler is almost a home computer

http://oldvcr.blogspot.com/2026/02/the-scriptovision-super-micro-script.html
3•todsacerdoti•26m ago•0 comments

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https://www.youtube.com/watch?v=7cip9w-UxIc
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Psychometric Comparability of LLM-Based Digital Twins

https://arxiv.org/abs/2601.14264
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https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6055034
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Lightweight and extensible compatibility layer between dataframe libraries

https://narwhals-dev.github.io/narwhals/
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Haskell for all: Beyond agentic coding

https://haskellforall.com/2026/02/beyond-agentic-coding
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Dorsey's Block cutting up to 10% of staff

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https://www.youtube.com/watch?v=3SxNBz1VTE0
1•sanity•45m ago•1 comments

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Administration won't let student deported to Honduras return

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https://saweis.net/posts/nist-curve-seed-origins.html
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AI, networks and Mechanical Turks (2025)

https://www.ben-evans.com/benedictevans/2025/11/23/ai-networks-and-mechanical-turks
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Goto Considered Awesome [video]

https://www.youtube.com/watch?v=1UKVEUGEk6Y
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Show HN: I Built a Free AI LinkedIn Carousel Generator

https://carousel-ai.intellisell.ai/
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