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Trying to make an Automated Ecologist: A first pass through the Biotime dataset

https://chillphysicsenjoyer.substack.com/p/trying-to-make-an-automated-ecologist
1•crescit_eundo•4m ago•0 comments

Watch Ukraine's Minigun-Firing, Drone-Hunting Turboprop in Action

https://www.twz.com/air/watch-ukraines-minigun-firing-drone-hunting-turboprop-in-action
1•breve•5m ago•0 comments

Free Trial: AI Interviewer

https://ai-interviewer.nuvoice.ai/
1•sijain2•5m ago•0 comments

FDA Intends to Take Action Against Non-FDA-Approved GLP-1 Drugs

https://www.fda.gov/news-events/press-announcements/fda-intends-take-action-against-non-fda-appro...
2•randycupertino•6m ago•0 comments

Supernote e-ink devices for writing like paper

https://supernote.eu/choose-your-product/
1•janandonly•8m ago•0 comments

We are QA Engineers now

https://serce.me/posts/2026-02-05-we-are-qa-engineers-now
1•SerCe•9m ago•0 comments

Show HN: Measuring how AI agent teams improve issue resolution on SWE-Verified

https://arxiv.org/abs/2602.01465
2•NBenkovich•9m ago•0 comments

Adversarial Reasoning: Multiagent World Models for Closing the Simulation Gap

https://www.latent.space/p/adversarial-reasoning
1•swyx•9m ago•0 comments

Show HN: Poddley.com – Follow people, not podcasts

https://poddley.com/guests/ana-kasparian/episodes
1•onesandofgrain•18m ago•0 comments

Layoffs Surge 118% in January – The Highest Since 2009

https://www.cnbc.com/2026/02/05/layoff-and-hiring-announcements-hit-their-worst-january-levels-si...
7•karakoram•18m ago•0 comments

Papyrus 114: Homer's Iliad

https://p114.homemade.systems/
1•mwenge•18m ago•1 comments

DicePit – Real-time multiplayer Knucklebones in the browser

https://dicepit.pages.dev/
1•r1z4•18m ago•1 comments

Turn-Based Structural Triggers: Prompt-Free Backdoors in Multi-Turn LLMs

https://arxiv.org/abs/2601.14340
2•PaulHoule•19m ago•0 comments

Show HN: AI Agent Tool That Keeps You in the Loop

https://github.com/dshearer/misatay
2•dshearer•21m ago•0 comments

Why Every R Package Wrapping External Tools Needs a Sitrep() Function

https://drmowinckels.io/blog/2026/sitrep-functions/
1•todsacerdoti•21m ago•0 comments

Achieving Ultra-Fast AI Chat Widgets

https://www.cjroth.com/blog/2026-02-06-chat-widgets
1•thoughtfulchris•23m ago•0 comments

Show HN: Runtime Fence – Kill switch for AI agents

https://github.com/RunTimeAdmin/ai-agent-killswitch
1•ccie14019•26m ago•1 comments

Researchers surprised by the brain benefits of cannabis usage in adults over 40

https://nypost.com/2026/02/07/health/cannabis-may-benefit-aging-brains-study-finds/
1•SirLJ•27m ago•0 comments

Peter Thiel warns the Antichrist, apocalypse linked to the 'end of modernity'

https://fortune.com/2026/02/04/peter-thiel-antichrist-greta-thunberg-end-of-modernity-billionaires/
3•randycupertino•28m ago•2 comments

USS Preble Used Helios Laser to Zap Four Drones in Expanding Testing

https://www.twz.com/sea/uss-preble-used-helios-laser-to-zap-four-drones-in-expanding-testing
3•breve•33m ago•0 comments

Show HN: Animated beach scene, made with CSS

https://ahmed-machine.github.io/beach-scene/
1•ahmedoo•34m ago•0 comments

An update on unredacting select Epstein files – DBC12.pdf liberated

https://neosmart.net/blog/efta00400459-has-been-cracked-dbc12-pdf-liberated/
3•ks2048•34m ago•0 comments

Was going to share my work

1•hiddenarchitect•37m ago•0 comments

Pitchfork: A devilishly good process manager for developers

https://pitchfork.jdx.dev/
1•ahamez•38m ago•0 comments

You Are Here

https://brooker.co.za/blog/2026/02/07/you-are-here.html
3•mltvc•42m ago•1 comments

Why social apps need to become proactive, not reactive

https://www.heyflare.app/blog/from-reactive-to-proactive-how-ai-agents-will-reshape-social-apps
1•JoanMDuarte•42m ago•1 comments

How patient are AI scrapers, anyway? – Random Thoughts

https://lars.ingebrigtsen.no/2026/02/07/how-patient-are-ai-scrapers-anyway/
1•samtrack2019•43m ago•0 comments

Vouch: A contributor trust management system

https://github.com/mitchellh/vouch
3•SchwKatze•43m ago•0 comments

I built a terminal monitoring app and custom firmware for a clock with Claude

https://duggan.ie/posts/i-built-a-terminal-monitoring-app-and-custom-firmware-for-a-desktop-clock...
1•duggan•44m ago•0 comments

Tiny C Compiler

https://bellard.org/tcc/
8•guerrilla•45m ago•2 comments
Open in hackernews

Database Linting and Analysis for PostgreSQL

https://pglinter.readthedocs.io/en/latest/
117•fljdin•4mo ago

Comments

fljdin•4mo ago
pglinter is a PostgreSQL extension that analyzes your database for potential issues, performance problems, and best practice violations. Written in Rust using pgrx, it provides deep integration with PostgreSQL for efficient database analysis.
clintonb•3mo ago
Seems nice. It would be better if it could be run as a script or agent, instead of a plugin, so it could work against hosted installations on AWS or Google Cloud (both of which limit extensions).
bigiain•3mo ago
While that'd be nice, I ended up deciding I probably didn't want something like this installed on my prod RDS Postgres, but instead I can easily run it on local dev/staging Postgres instances, and ensure I'm testing the prod config without having to run pg extensions on the prod instances. It looks like running this on a database dump from prod will be able to run all the tests except the Cluster Rules - which feels like a good tradeoff for me.
ddxv•3mo ago
Will this support Postgres18 soon? I see the docs say it currently supports Postgres18 beta 2, so possibly just the docs need to be bumped?
gurjeet•3mo ago
Why does it have to be an extension? At a cursory glance I did not see any checks that cannot be performed by a client/application that connects to the database. Being an extension gives it privileges that wouldn't be available to a client application.
gazpacho•3mo ago
Came here to say just this. I want this so bad! But I can’t run it on a cloud hosted Postgres…
traceroute66•3mo ago
> Why does it have to be an extension?

Same sentiment here.

Its 2025, the necessity of the principle of least privilege is greater than ever.

I'm not installing random third-party postgres extensions. Even in dev environments. Sorry.

oefrha•3mo ago
I run plpgsql_check extension (packaged by Debian) in a test-only container, which only live for the duration of automated tests. It’s alright.
plateboxbag•3mo ago
Fair point, but can't it just be run in a container that has the schema applied? Can just run locally/in ci?
neves•3mo ago
Looks nice. Do you know any similar tools that work for other databases?
evanelias•3mo ago
Schema management tools often include built-in linters. I added a linter engine to my MySQL/MariaDB schema management tool Skeema back in 2019 and it proved to be a popular feature [1]. A couple more recent entrants in this space include ByteBase [2] and Atlas [3].

When selecting a linter, I'd just recommend ensuring the author(s) are deeply experienced in your particular DBMS. Otherwise they tend to cargo-cult bad advice that is either out-of-date, or only makes sense for some other DBMS. And nowadays, AI hallucinations are another source of nonsensical linters.

[1] https://www.skeema.io/docs/features/safety/

[2] https://docs.bytebase.com/sql-review/review-rules

[3] https://atlasgo.io/versioned/lint

rotemtam•3mo ago
Thanks for the mention evan!
tianzhou•3mo ago
Appreciate the Bytebase shoutout! Skeema has definitely been an inspiration.
SteveLauC•3mo ago
Interesting project. Has anyone tried adopting something like this in their database cluster? I would like to know how it performs in practice. Is it useful?
thewisenerd•3mo ago
mirroring all the comments about this _needing_ to be an extension..

in theory, one should be able to extract the "rule" definitions [1] and have it run with a conn str; instead of this _needing_ to be an extension.

in practice though, query plan analysis and missing indexes is a bigger use-case; since it's bad queries that take down the db.. and i see no rules here to help with that.

[1] https://github.com/pmpetit/pglinter/blob/9a0c427fac14840a7d6...

mannyv•3mo ago
I expect that the thing that makes it an extension is "T005: Tables with potential missing indexes (high sequential scan usage)." Can you get that data on the outside?
wiredfool•3mo ago
The pg_stat_io tables have a bunch of data that will tell you about index and table usage.
phartenfeller•3mo ago
We are also working on a database linter. Currently focusing on Oracle but we will support Postgres soon too.

Rules can either run queries against the DB (e. g. foreign key without index) or use our parser to check code SQL, PL/SQL, and pgSQL soon (naming standards, security and performance issues, etc.). We currently have over 280 rules [1]. The tool runs as a lange server during development or as a CLI so you can use it in your automations. Its more enterprise focused, an admin can create configurations that get applied to all developmers.

[1]: https://dblinter-rules.united-codes.com/all-rules/

davedx•3mo ago
It’s a good idea, but this kind of thing is my problem with linters: “B006: Tables with uppercase names/columns”

They usually end up expanding in scope into places they shouldn’t be. Consider also react linters, full of rules that shouldn’t always be blanket applied or create tons of pointless busywork.

My ORM will decide the naming of my database tables, thank you very much. It’s much more qualified than a linter, which should stay in its lane.

miniwark•3mo ago
It look like easy to disable a rule : `SELECT pglinter.disable_rule('B006');`.

That said, i agree with you than some of the default rules may be bad. For example : B001 & T001 recommend primary keys, but it will effectively kill a TimescaleDB hypertable (primary keys are not recommended).

evanelias•3mo ago
Generally speaking, table name capitalization linters are actually very useful for portability reasons.

The exact rules for identifier case sensitivity vary across different DBMS, for example in Postgres it depends on whether quotes are used: https://www.postgresql.org/docs/current/sql-syntax-lexical.h...

Meanwhile for MySQL/MariaDB it depends on whether the underlying OS/filesystem is case-sensitive or not: https://www.skeema.io/blog/2022/06/07/lower-case-table-names...

And plenty of similarly weird behavior on other DBMS.

ORMs tend to be generic / multi-DBMS, and you shouldn't always assume your ORM's behavior is more qualified than a DBMS-specific linter.

davedx•3mo ago
I don't understand -- useful how exactly?

For most of my recent projects I use Prisma with Postgres; Prisma tables by default are named like TableName, and yes - for actual Postgres SQL that means you need to wrap everything in double quotes if you do anything manually `SELECT * FROM "TableName"` because otherwise it won't work.

But that's never actually been an issue for me in some way? Compared to the immense benefits of having a well designed ORM (like Prisma), this linter doesn't seem useful to me at all. But maybe I'm missing something.

evanelias•3mo ago
Sure, it depends on the circumstances of the project and company. If your company has software written in multiple languages interacting with the same database, then you're not all going through the same ORM and things like this can be problematic. That means it's useful to have a policy of "all identifiers should be lowercase", and the linter helps enforce that.

Or if you ever need to port software to multiple DBMS instead of just Postgres, then having mixed-case names is especially a minefield, since each DBMS handles this differently and very few handle things per the SQL standard in this particular area.

It's admittedly a slightly niche linter rule, and in my own schema management software (which includes a linter) I have this rule default to being disabled.

As a side note though, it's honestly a red flag when an ORM uses mixed-case names by default. Normally one benefit of ORMs is that they help with multi-DBMS portability, but this design choice absolutely does the opposite.

mannyv•3mo ago
The reason you don’t this in psql is that for some versions of Postgres case is significant and you need to use quotation marks. I ran into this at one point and it drove me bonkers.

Older versions of pg let you create cases identifiers without quotes. I don’t care enough to look which ones.

https://sqlpey.com/sql/postgresql-identifier-case-sensitivit...

lervag•3mo ago
Related tools:

- https://github.com/kaaveland/eugene/

- https://github.com/supabase-community/postgres-language-serv...

landsman•3mo ago
Checks for DB migrations in GitHub Pull Request would be really nice!