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Show HN: Env-shelf – Open-source desktop app to manage .env files

https://env-shelf.vercel.app/
1•ivanglpz•27s ago•0 comments

Show HN: Almostnode – Run Node.js, Next.js, and Express in the Browser

https://almostnode.dev/
1•PetrBrzyBrzek•35s ago•0 comments

Dell support (and hardware) is so bad, I almost sued them

https://blog.joshattic.us/posts/2026-02-07-dell-support-lawsuit
1•radeeyate•1m ago•0 comments

Project Pterodactyl: Incremental Architecture

https://www.jonmsterling.com/01K7/
1•matt_d•1m ago•0 comments

Styling: Search-Text and Other Highlight-Y Pseudo-Elements

https://css-tricks.com/how-to-style-the-new-search-text-and-other-highlight-pseudo-elements/
1•blenderob•3m ago•0 comments

Crypto firm accidentally sends $40B in Bitcoin to users

https://finance.yahoo.com/news/crypto-firm-accidentally-sends-40-055054321.html
1•CommonGuy•4m ago•0 comments

Magnetic fields can change carbon diffusion in steel

https://www.sciencedaily.com/releases/2026/01/260125083427.htm
1•fanf2•4m ago•0 comments

Fantasy football that celebrates great games

https://www.silvestar.codes/articles/ultigamemate/
1•blenderob•4m ago•0 comments

Show HN: Animalese

https://animalese.barcoloudly.com/
1•noreplica•5m ago•0 comments

StrongDM's AI team build serious software without even looking at the code

https://simonwillison.net/2026/Feb/7/software-factory/
1•simonw•5m ago•0 comments

John Haugeland on the failure of micro-worlds

https://blog.plover.com/tech/gpt/micro-worlds.html
1•blenderob•6m ago•0 comments

Show HN: Velocity - Free/Cheaper Linear Clone but with MCP for agents

https://velocity.quest
2•kevinelliott•6m ago•1 comments

Corning Invented a New Fiber-Optic Cable for AI and Landed a $6B Meta Deal [video]

https://www.youtube.com/watch?v=Y3KLbc5DlRs
1•ksec•8m ago•0 comments

Show HN: XAPIs.dev – Twitter API Alternative at 90% Lower Cost

https://xapis.dev
1•nmfccodes•8m ago•0 comments

Near-Instantly Aborting the Worst Pain Imaginable with Psychedelics

https://psychotechnology.substack.com/p/near-instantly-aborting-the-worst
1•eatitraw•14m ago•0 comments

Show HN: Nginx-defender – realtime abuse blocking for Nginx

https://github.com/Anipaleja/nginx-defender
2•anipaleja•15m ago•0 comments

The Super Sharp Blade

https://netzhansa.com/the-super-sharp-blade/
1•robin_reala•16m ago•0 comments

Smart Homes Are Terrible

https://www.theatlantic.com/ideas/2026/02/smart-homes-technology/685867/
1•tusslewake•17m ago•0 comments

What I haven't figured out

https://macwright.com/2026/01/29/what-i-havent-figured-out
1•stevekrouse•18m ago•0 comments

KPMG pressed its auditor to pass on AI cost savings

https://www.irishtimes.com/business/2026/02/06/kpmg-pressed-its-auditor-to-pass-on-ai-cost-savings/
1•cainxinth•18m ago•0 comments

Open-source Claude skill that optimizes Hinge profiles. Pretty well.

https://twitter.com/b1rdmania/status/2020155122181869666
3•birdmania•18m ago•1 comments

First Proof

https://arxiv.org/abs/2602.05192
4•samasblack•21m ago•1 comments

I squeezed a BERT sentiment analyzer into 1GB RAM on a $5 VPS

https://mohammedeabdelaziz.github.io/articles/trendscope-market-scanner
1•mohammede•22m ago•0 comments

Kagi Translate

https://translate.kagi.com
2•microflash•23m ago•0 comments

Building Interactive C/C++ workflows in Jupyter through Clang-REPL [video]

https://fosdem.org/2026/schedule/event/QX3RPH-building_interactive_cc_workflows_in_jupyter_throug...
1•stabbles•24m ago•0 comments

Tactical tornado is the new default

https://olano.dev/blog/tactical-tornado/
2•facundo_olano•25m ago•0 comments

Full-Circle Test-Driven Firmware Development with OpenClaw

https://blog.adafruit.com/2026/02/07/full-circle-test-driven-firmware-development-with-openclaw/
1•ptorrone•26m ago•0 comments

Automating Myself Out of My Job – Part 2

https://blog.dsa.club/automation-series/automating-myself-out-of-my-job-part-2/
1•funnyfoobar•26m ago•1 comments

Dependency Resolution Methods

https://nesbitt.io/2026/02/06/dependency-resolution-methods.html
1•zdw•27m ago•0 comments

Crypto firm apologises for sending Bitcoin users $40B by mistake

https://www.msn.com/en-ie/money/other/crypto-firm-apologises-for-sending-bitcoin-users-40-billion...
1•Someone•27m ago•0 comments
Open in hackernews

Show HN: A Python Language Server, Mypy-compatible

https://zubanls.com/
42•davidhalter•7mo ago
Having created Jedi in 2012, I started ZubanLS in 2020 to advance Python tooling. It understands Mypy config files and passes >95% of the relevant Mypy tests. AMA.

Comments

Grikbdl•7mo ago
It's great to see so much innovation in this area. But, seeing that you will charge for this - what will you provide that won't be covered by free alternatives in e.g. Ty (Astral) or Pyre (Meta), which similarly seem to be "mypy but in rust and maybe lsp features"?
drcongo•7mo ago
Last time I tried ty and pyre they weren't particularly great with a Django codebase, I'm sure ty will get there at some point, but if this handles django-stubs without any extra faffing, that's one potential selling point.

I did have the same thought as you at first though, and only carried on reading when I spotted that it was from the author of Jedi.

Grikbdl•7mo ago
Both ty and Pyre are in development, so maybe the answer is just "this works and they don't". But they do promise to work eventually, like end of year if I recall correctly. I don't know what makes Django special in this regard though - is it the ORM models that don't work well with the typing spec or..?
drcongo•7mo ago
I don't know anywhere near enough to answer that with any confidence I'm afraid. I'd like to hear op's opinion though.
ehutch79•7mo ago
There's a lot of magic in Django, and yes that's particularly around the ORM.

The foreign key stuff and missing reverse relations in types a big issue, but there's other stuff like warning about class Meta: being incompatible because you're inheriting an abstract model.

I'm yet to find a good guide on how to handle typing a django project, even if only to get vscode to do autocomplete.

davidhalter•7mo ago
I'm still thinking about a good model for the future, because I know that in the future they will be fine type checkers. I think the biggest advantage I have is that I don't burn big sums of money while doing it, so I only need a modest income. I think my current proposal would be a very fair way to make money. But I also see that this might not work if the competition offers everything for free and open source.

The ORM models do not work with typing at all, you basically have to make a lot of magic work if you want to support it in a type checker (especially if you want to work with reverse foreign keys). Generally type checkers do not just support the Django ORM. For Mypy there's a plugin that works pretty well, but uses runtime information, which further slows down Mypy.

zem•7mo ago
it's that django does metaprogramming that cannot be expressed in terms of python's static type annotations. you need dedicated plugins that essentially replicate that metaprogramming to generate the relevant types.

it's not just django btw, pretty much any metaprogramming library needs that sort of custom support, including dataclasses - take a look at any python type checker and you will find code specifically replicating what dataclasses does in terms of code generation. for pytype we actually put dataclass and namedtuple support alongside our other third-party plugins in the codebase.

davidhalter•7mo ago
Django compatibility could definitely be a selling point, but I haven’t built a dedicated Django plugin yet. Right now, I’m prioritizing features like auto-completion and go-to-definition, which I think are more impactful in the short term.

The thing is, both Ty and PyreFly aren’t really close to the level of Mypy or Pyright — neither in terms of features nor stability. ZubanLS already covers the important features, though there are still some bugs I’m working through. So in that sense, yes: At the moment the selling point is that it just works.

davidhalter•7mo ago
If I'm perfectly honest, I don't know yet. I'm currently pretty open to any model that ensures long-term survival of the project. Some people might be interested because it can be used as a replacement for Mypy and I'm willing to solve the issues they have in their 1mLoC+ codebases. It is absolutely non-trivial at this point to replace Mypy with Pyright or vice-versa in a larger codebase.
dcreater•7mo ago
Any reason to use and pay for this instead of pyrefly and ty?

(Relative maturity wouldn't be a good enough reason as those projects will progress quickly enough and both have great, solid, well backed teams behind them)

davidhalter•7mo ago
I think you underestimate how hard it is to move from Mypy to Pyright in big codebases. Having something very very close to Mypy should be very interesting for some companies with 1mLoC+. Relative maturity can still be a reason for 1-2 years and I have no idea what to do at that point.

Relative maturity can be a reason for quite a while (people overestimate how far Pyrefly and Ty are).

zem•7mo ago
nice work! what level of type inference do you do on unannotated code?
davidhalter•7mo ago
Currently none, but I'm currently re-implementing the Jedi part (auto-completions/goto), which needs lots of type inference on unannotated code. There will therefore be soon be a non-compatible mode that infers unannotated code as good as possible. I hope it is going to be ready a month from now.