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I used Claude to vibe-code my overcomplicated smart home

https://www.theverge.com/report/869318/claude-vibe-coding-home-assistant-smart-home
1•balloob•2m ago•0 comments

Attention Is Not What You Need

https://arxiv.org/abs/2512.19428
1•hnmouse•5m ago•0 comments

Kprotect: Kernel-Level Security Engine

https://github.com/khoinp1012/kprotect
2•sunshine-o•6m ago•0 comments

Show HN: Supercheck.io – Open-Source AI-Powered Test Automation and Monitoring

https://supercheck.io/
1•krish_kant•7m ago•0 comments

Show HN: Ziva – Cursor for Godot Game Engine

https://ziva.sh
1•OsrsNeedsf2P•9m ago•0 comments

Inverse Rendering for High-Genus 3D Surface Meshes from Multi-View Images

https://arxiv.org/abs/2601.12155
1•PaulHoule•10m ago•0 comments

Show HN: President or Asshole?

https://president.alephz.com/
2•ishener•10m ago•0 comments

Meta Reports Q4 and Full Year 2025 Results

https://investor.atmeta.com/investor-news/press-release-details/2026/Meta-Reports-Fourth-Quarter-...
2•mfiguiere•11m ago•0 comments

VP of Eng thinks Vibe Coding is "Cute" [video]

https://www.youtube.com/watch?v=puVtC9SNA2A
1•yummyelephant8•11m ago•1 comments

Alpine: The modern AI-native productivity suite

https://www.alpine.inc/
2•calebmer•12m ago•1 comments

State of Mozilla 2025

https://stateof.mozilla.org/
1•Levitz•13m ago•0 comments

EduFSDP: I wrote a minimal PyTorch FSDP to understand how it works (~240 LOC)

https://github.com/0xNaN/edufsdp
1•xnan•15m ago•0 comments

The privacy risks of Google's Personal Intelligence

https://www.washingtonpost.com/technology/2026/01/27/google-personal-intelligence-privacy/
1•bookofjoe•17m ago•1 comments

UPS to cut additional 30k jobs in Amazon unwind, turnaround plan

https://www.cnbc.com/2026/01/27/ups-job-cuts-amazon-unwind-turnaround-plan.html
3•Noaidi•18m ago•0 comments

Apple to Soon Take Up to 30% Cut from All Patreon Creators in iOS App

https://www.macrumors.com/2026/01/28/patreon-apple-tax/
14•pier25•19m ago•2 comments

Show HN: AI agent that builds web automations through conversation

https://github.com/VectorlyApp/bluebox-sdk
2•rayruizhiliao•20m ago•0 comments

The Rise and Recent Decline of Tesla's Share of the U.S. Electric Vehicle Market

https://www.mdpi.com/2032-6653/16/2/90
2•decryption•21m ago•0 comments

Troublemaker: The fierce, unruly life of Jessica Mitford

https://www.lrb.co.uk/the-paper/v48/n02/rosemary-hill/one-of-the-worst-things
2•against•21m ago•1 comments

Lad-A2A: How AI agents find each other on local networks

https://lad-a2a.org/
1•franzvill•21m ago•2 comments

Coleman Laws

https://www.kcoleman.me/coleman-laws/
2•speckx•22m ago•0 comments

H3 – A Drinking Club with a Running Problem

https://www.hhh.org.uk
1•6LLvveMx2koXfwn•23m ago•0 comments

Unionised French Ubisoft workers call for an international strike

https://www.rockpapershotgun.com/unionised-french-ubisoft-workers-put-out-call-for-an-internation...
1•pythonic_hell•25m ago•3 comments

Apple Accidentally Built the Most Practical AI Infrastructure on Earth

https://sylvainsaurel.substack.com/p/the-silent-architect-how-apple-accidentally
1•janandonly•25m ago•0 comments

Ask HN: Has Show HN become LLM-prompt-centric?

2•piratesAndSons•27m ago•1 comments

African nations now send more money to China than they receive in new loans

https://www.reuters.com/business/finance/african-nations-now-send-more-money-china-than-they-rece...
5•geox•27m ago•0 comments

Amiga Graphics Archive: New collection of nice images from CU Amiga magazine

https://amiga.lychesis.net/updates/2026-01-25.html
1•doener•27m ago•0 comments

Advancing regulatory variant effect prediction with AlphaGenome

https://www.nature.com/articles/s41586-025-10014-0?href=
1•jonbaer•29m ago•0 comments

The JAX sharding type system

https://blog.ezyang.com/2026/01/jax-sharding-type-system/
1•matt_d•29m ago•0 comments

UK Gov: Global biodiversity loss, ecosystem collapse and national security [pdf]

https://assets.publishing.service.gov.uk/media/696e0eae719d837d69afc7de/National_security_assessm...
1•bsmth•30m ago•0 comments

RoboCop: A Glorious, Scathing Satire of America

https://reactormag.com/robocop-a-glorious-scathing-satire-of-america/
4•mindracer•32m ago•0 comments
Open in hackernews

Show HN: I built a Ruby gem that handles memoization with a ttl

https://github.com/mishalzaman/memo_ttl
48•hp_hovercraft84•9mo ago
I built a Ruby gem for memoization with TTL + LRU cache. It’s thread-safe, and has been helpful in my own apps. Would love to get some feedback: https://github.com/mishalzaman/memo_ttl

Comments

locofocos•9mo ago
Can you pitch me on why I would want to use this, instead of Rails.cache.fetch (which supports TTL) powered by redis (with the "allkeys-lru" config option)?
film42•9mo ago
Redis is great for caching a customer config that's hit 2000 times/second by your services, but even then, an in-mem cache with short TTL would make redis more tolerant to failure. This would be great for the in-mem part.
thomascountz•9mo ago
I'm not OP nor have I read through all the code, but this gem has no external dependencies and runs in a single process (as does activesupport::Cache::MemoryStore). Could be a "why you should," or a "why you should not" use this gem, depending on your use case.
hp_hovercraft84•9mo ago
Good question. I built this gem because I needed a few things that Rails.cache (and Redis) didn’t quite fit:

- Local and zero-dependency. It caches per object in memory, so no Redis setup, no serialization, no network latency. -Isolated and self-managed. Caches aren’t global. Each object/method manages its own LRU + TTL lifecycle and can be cleared with instance helpers. - Easy to use — You just declare the method, set the TTL and max size, and you're done. No key names, no block wrapping, no external config.

JamesSwift•9mo ago
For what its worth, ActiveSupport::CacheStore is a really flexible api that gives minimal contractual obligations (read_entry, write_entry, delete_entry is the entire set of required methods), but still allows you to layer specific functionality (eg TTL) on top with an optional 'options' param. You could get the best of both worlds by adhering to that contract and then people can swap in eg redis cache store if they wanted a network-shared store.

EDIT: see https://github.com/rails/rails/blob/main/activesupport/lib/a...

hp_hovercraft84•9mo ago
That's actually a really good idea! I'll definitely consider this in a future update. Thanks!
qrush•9mo ago
Congrats on shipping your first gem!!

I found this pretty easy to read through. I'd suggest setting a description on the repo too so it's easy to find.

https://github.com/mishalzaman/memo_ttl/blob/main/lib/memo_t...

hp_hovercraft84•9mo ago
As in identify where the source code is in the README?
zerocrates•9mo ago
I think they mean just set a description for the repo in github (set using the gear icon next to "About"), saying what the project is. That description text can come up in github searches and google searches.
film42•9mo ago
Nice! In rails I end up using Rails.cache most of the time because it's always "right there" but I like how you break out the cache to be a per-method to minimize contention. Depending on your workload it might make sense to use a ReadWrite lock instead of a Monitor.

Only suggestion is to not wrap the error of the caller in your memo wrapper.

> raise MemoTTL::Error, "Failed to execute memoized method '#{method_name}': #{e.message}"

It doesn't look like you need to catch this for any operational or state tracking reason so IMO you should not catch and wrap. When errors are wrapped with a string like this (and caught/ re-raised) you lose the original stacktrace which make debugging challenging. Especially when your error is like, "pg condition failed for select" and you can't see where it failed in the driver.

hp_hovercraft84•9mo ago
Thanks for the feedback! That's a very good point, I'll update the gem and let it bubble up.
JamesSwift•9mo ago
I thought ruby would auto-wrap the original exception as long as you are raising from a rescue block (i.e. as long as $! is non-nil). So in that case you can just

  raise "Failed to execute memoized method '#{method_name}'"
And ruby will set `cause` for you

https://pablofernandez.tech/2014/02/05/wrapped-exceptions-in...

film42•9mo ago
TIL! That's pretty cool. I still think if you have no reason to catch an error (i.e. state tracking, etc.) then you should not.
gurgeous•9mo ago
This is neat, thanks for posting. I am using memo_wise in my current project (TableTennis) in part because it allows memoization of module functions. This is a requirement for my library.

Anyway, I ended up with a hack like this, which works fine but didn't feel great.

   def some_method(arg)
     @_memo_wise[__method__].tap { _1.clear if _1.length > 100 }
     ...
   end
   memo_wise :some_method
JamesSwift•9mo ago
Looks good. Id suggest making your `get` wait to acquire the lock until needed. eg instead of

  @lock.synchronize do
    entry = @store[key]
    return nil unless entry

    ...
you can do

  entry = @store[key]
  return nil unless entry

  @lock.synchronize do
    entry = @store[key]
And similarly for other codepaths
chowells•9mo ago
Does the memory model guarantee that double-check locking will be correct? I don't actually know for ruby.
JamesSwift•9mo ago
I think it wouldnt even be a consideration on this since we arent initializing the store here only accessing the key. And theres already the check-then-set race condition in that scenario so I think it is doubly fine.
hp_hovercraft84•9mo ago
Good call, but I think I would like to ensure it remains thread-safe as @store is a hash. Although I will consider something like this in a future update. Thanks!
wood-porch•9mo ago
Will this correctly retrieve 0 values? AFAIK 0 is falsey in Ruby

``` return nil unless entry ```

chowells•9mo ago
No, Ruby is more strict than that. Only nil and false are falsely.
wood-porch•9mo ago
Doesn't that shift the problem to caching false then :D
RangerScience•9mo ago
you can probably always just do something like:

  def no_items?
    !items.present?
  end
  
  def items
    # something lone
  end

  memoize :items, ttl: 60, max_size: 10`
just makes sure the expensive operation results in a truthy value, then add some sugar for the falsey value, done.
madsohm•9mo ago
Since using `def` to create a method returns a symbol with the method name, you can do something like this too:

  memoize def expensive_calculation(arg)
    @calculation_count += 1
    arg * 2
  end, ttl: 10, max_size: 2

  memoize def nil_returning_method
    @calculation_count += 1
    nil
  end
hp_hovercraft84•9mo ago
This is why I love working with Ruby!
deedubaya•9mo ago
See https://github.com/huntresslabs/ttl_memoizeable for an alternative implementation.

For those who don’t understand why you might want something like this: if you’re doing high enough throughput where eventual consistency is effectively the same as atomic consistency and IO hurts (i.e. redis calls) you may want to cache in memory with something like this.

My implementation above was born out of the need to adjust global state on-the-fly in a system processing hundreds of thousands of requests per second.

kartik_malik•9mo ago
In React ?