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Dependency Resolution Methods

https://nesbitt.io/2026/02/06/dependency-resolution-methods.html
1•zdw•34s 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•55s ago•0 comments

Show HN: iPlotCSV: CSV Data, Visualized Beautifully for Free

https://www.iplotcsv.com/demo
1•maxmoq•1m ago•0 comments

There's no such thing as "tech" (Ten years later)

https://www.anildash.com/2026/02/06/no-such-thing-as-tech/
1•headalgorithm•2m ago•0 comments

List of unproven and disproven cancer treatments

https://en.wikipedia.org/wiki/List_of_unproven_and_disproven_cancer_treatments
1•brightbeige•2m ago•0 comments

Me/CFS: The blind spot in proactive medicine (Open Letter)

https://github.com/debugmeplease/debug-ME
1•debugmeplease•3m ago•1 comments

Ask HN: What are the word games do you play everyday?

1•gogo61•6m ago•1 comments

Show HN: Paper Arena – A social trading feed where only AI agents can post

https://paperinvest.io/arena
1•andrenorman•7m ago•0 comments

TOSTracker – The AI Training Asymmetry

https://tostracker.app/analysis/ai-training
1•tldrthelaw•11m ago•0 comments

The Devil Inside GitHub

https://blog.melashri.net/micro/github-devil/
2•elashri•11m ago•0 comments

Show HN: Distill – Migrate LLM agents from expensive to cheap models

https://github.com/ricardomoratomateos/distill
1•ricardomorato•11m ago•0 comments

Show HN: Sigma Runtime – Maintaining 100% Fact Integrity over 120 LLM Cycles

https://github.com/sigmastratum/documentation/tree/main/sigma-runtime/SR-053
1•teugent•12m ago•0 comments

Make a local open-source AI chatbot with access to Fedora documentation

https://fedoramagazine.org/how-to-make-a-local-open-source-ai-chatbot-who-has-access-to-fedora-do...
1•jadedtuna•13m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•14m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•14m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•14m ago•0 comments

Bang bang he murdered math {the musical } (2024)

https://taylor.town/bang-bang
1•surprisetalk•14m ago•0 comments

A Night Without the Nerds – Claude Opus 4.6, Field-Tested

https://konfuzio.com/en/a-night-without-the-nerds-claude-opus-4-6-in-the-field-test/
1•konfuzio•16m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
2•geox•18m ago•1 comments

SpaceX's next astronaut launch for NASA is officially on for Feb. 11 as FAA clea

https://www.space.com/space-exploration/launches-spacecraft/spacexs-next-astronaut-launch-for-nas...
1•bookmtn•19m ago•0 comments

Show HN: One-click AI employee with its own cloud desktop

https://cloudbot-ai.com
2•fainir•22m ago•0 comments

Show HN: Poddley – Search podcasts by who's speaking

https://poddley.com
1•onesandofgrain•22m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•25m ago•0 comments

The Rise of Spec Driven Development

https://www.dbreunig.com/2026/02/06/the-rise-of-spec-driven-development.html
2•Brajeshwar•29m ago•0 comments

The first good Raspberry Pi Laptop

https://www.jeffgeerling.com/blog/2026/the-first-good-raspberry-pi-laptop/
3•Brajeshwar•29m ago•0 comments

Seas to Rise Around the World – But Not in Greenland

https://e360.yale.edu/digest/greenland-sea-levels-fall
2•Brajeshwar•29m ago•0 comments

Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•32m ago•1 comments

State Department will delete Xitter posts from before Trump returned to office

https://www.npr.org/2026/02/07/nx-s1-5704785/state-department-trump-posts-x
2•righthand•35m ago•1 comments

Show HN: Verifiable server roundtrip demo for a decision interruption system

https://github.com/veeduzyl-hue/decision-assistant-roundtrip-demo
1•veeduzyl•36m ago•0 comments

Impl Rust – Avro IDL Tool in Rust via Antlr

https://www.youtube.com/watch?v=vmKvw73V394
1•todsacerdoti•37m ago•0 comments
Open in hackernews

PEP 638 – Syntactic Macros

https://peps.python.org/pep-0638/
19•skeledrew•2mo ago

Comments

pansa2•2mo ago
> Python is now sufficiently powerful and complex, that many proposed additions are a net loss for the language due to the additional complexity. […] Python was once described as “Python Fits Your Brain”, but that becomes less and less true as more and more features are added.

Looks like this was written in 2020, but IMO Python crossed the “fits in your brain” (or at least my brain!) threshold years earlier. Nowadays, are there any popular languages that could be described that way? Maybe Go? Or Lua?

vintagedave•2mo ago
Pascal, maybe. It's straightforward, capable, easy to read. You see people popping up here on HN periodically with these super light-weight, fast apps written in Delphi or Free Pascal (or Oxygene, the one I've been using lately.)
bjoli•2mo ago
So they managed to make up a variable "hygiene" system that is even less useful than gensym from common lisp...
eigenspace•2mo ago
Yeah, that was rather puzzling. Hopefully if this proposal garners any interest, some people with actual experience with dealing with macro hygiene issues can help fix that.
eigenspace•2mo ago
IMO Python really needs this. Working in a language without syntatic macros is such a downgrade, and there's been a number of syntax features added to the language over the years that IMO should have just been macros.

> The f-string `f"..."` could be implemented as macro as `f!("...")`. Not quite as nice to read, but would still be useful for experimenting with.

In julia, we have a rule where a macro whose name ends with `_str` is usable as a "string macro" and it receives the input string in its raw form, and then any string macro is usable by just prefixing the name at the beginning of the string.

An example is that our regex string literal implementation is literally just

    macro r_str(s)
        Regex(s)
    end
which allows for easy compile-time regex generation. With that you can simply write e.g. `r"^[ \t]+|[ \t]+$"` which is the same as `@r_str("^[ \t]+|[ \t]+$")`, e.g.

    julia> match(r"^[ \t]+|[ \t]+$", " hi")
    RegexMatch(" ")
So using this rule, Python's f-strings could just be re-implemented as a string macro.

https://docs.julialang.org/en/v1/manual/metaprogramming/#met...

peterlada•2mo ago
No
eigenspace•2mo ago
Yes.
skeledrew•2mo ago
This is possible in 3.14, which includes "PEP 750 – Template Strings", a generalization of f-strings. Perhaps macros is the next step of evolution.
eigenspace•2mo ago
Having a real macro system would be a replacement for that PEP
skeledrew•2mo ago
Well they should coexist, as all string formatting syntaxes have over the years. And though I think macros would be nice to have, there's a valid concern raised in the discussion: readability. Having macros opens the door to extremely unpythonic code bases, which could be very hard for anyone outside of the primary audience to understand, let alone meaningfully modify or contribute to. And one of the things that keeps me hooked to Python is that if I install a package and it has some issue or doesn't do something I'd like, it's almost trivial for me to find the relevant section in the installed code, edit it and have the desired behavior on next invocation.
7bit•2mo ago
Can someone explain this in simpler terms? I think I'm quite proficient in Python for a sysadmin, but I don't understand a single statement in the PEP.
eigenspace•2mo ago
A macro is a function that takes in parsed code and returns transformed code.

The nice thing about macros is that they run during the parsing of the code, so they have no runtime cost associated with them.

Basically, you can think of it as a (limited) way for users or packages to add new keywords to a language without having to change the whole language implementation for everyone.

Many recent new keywords that were added to Python could have been implemented as macros, which means that they could have just lived in packages rather than needing to be upstreamed into the base language implementation from day 1.

xigoi•2mo ago
(2020)
gabrielsroka•2mo ago
Take 16

https://hn.algolia.com/?query=PEP%20638%20%E2%80%93%20Syntac...

lihaoyi•2mo ago
I actually implemented something of this sorts back in college: MacroPy https://github.com/lihaoyi/macropy
clickety_clack•2mo ago
I don’t know the pros or cons of macros as I haven’t used them in any language, but the language seems to be picking up more hacks recently.