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Statistics Is Hard

https://misfra.me/2026/statistics-is-hard/
1•preetamjinka•3m ago•0 comments

Quick-and-dirty print debugging in Go

https://alexwlchan.net/2026/q-but-for-go/
1•ingve•3m ago•0 comments

Tea Checker

https://teachecker.net
1•thefirstname•4m ago•1 comments

Xpipe: Access your server infrastructure from your local desktop

https://github.com/xpipe-io/xpipe
1•thunderbong•8m ago•0 comments

Show HN: I am making an incremental game about DNA evolution

https://store.steampowered.com/app/4275310/Mytosis/
1•egretfx•8m ago•1 comments

AI starts autonomously writing prescription refills in Utah

https://arstechnica.com/health/2026/01/utah-allows-ai-to-autonomously-prescribe-medication-refills/
1•ndsipa_pomu•9m ago•1 comments

Investigating the First Solid State Battery [video]

https://www.youtube.com/watch?v=Qsi-TS8PX7U
1•Epskampie•9m ago•0 comments

The first story tale about digital sovereignty available also in Dutch

https://fsfe.org/news/2026/news-20260108-01.html
1•kirschner•10m ago•0 comments

Bristol MP claims Elon Musk's 'AI porn' site X is 'flagrantly illegal'

https://www.bristolpost.co.uk/news/bristol-news/bristol-mp-claims-elon-musks-10742785
1•ndsipa_pomu•11m ago•0 comments

Muon Colliders: The Next Generation of Particle Accelerators [video]

https://www.youtube.com/watch?v=U0mkeqfXbls
1•JumpCrisscross•11m ago•0 comments

Compiler Engineering In Practice – Part 2: Why is a compiler?

https://chisophugis.github.io/2026/01/04/compiler-engineering-in-practice-part-2-why-is-a-compile...
1•sebg•14m ago•0 comments

Clawdbot – Personal AI Assistant with a lobster soul

https://github.com/clawdbot/clawdbot
1•tin7in•24m ago•0 comments

Show HN: PDF Hubs for Airbnb hosts with international guests

https://anylangpdf.com/pdf-hub-sharing
1•brobles•26m ago•1 comments

Sci-fi and Economics With Eli K. P. William [video]

https://www.youtube.com/watch?v=68hL-gQeGfw
2•cody_ellingham•31m ago•1 comments

I analyzed 159 viral HN posts – negative sentiment outperforms positive 2:1

1•JoseOSAF•31m ago•1 comments

I build a TUI collection website [Trending Terminal] for hackers and developers

https://itrending.top/terminal/
1•lzjqsdd•32m ago•0 comments

When Your Child Is a Psychopath

https://www.theatlantic.com/magazine/archive/2017/06/when-your-child-is-a-psychopath/524502/
5•JumpCrisscross•37m ago•0 comments

Andy Singer's FP flow chart

https://politicalcartoons.com/cartoon/25286/handy-us-foreign-policy-flow-chart
1•SanjayMehta•37m ago•0 comments

Debugging WinDbg with WinDbg: Fixing a Ctrl-C UI Freeze

https://www.island.io/blog/debugging-windbg-with-windbg-fixing-a-ctrl-c-ui-freeze
1•nikital•38m ago•0 comments

PHP 8.5: What's New and Changed

https://php.watch/versions/8.5
1•lemper•43m ago•0 comments

Richard Feynman Explains Time Like You've Never Seen Before [video]

https://www.youtube.com/watch?v=zUHtlXA1f-w
1•pknerd•47m ago•0 comments

A Confidence Calibration Exercise

http://confidence.success-equation.com/
1•tylerchr•48m ago•0 comments

PutHouse – AI Options Trader

https://puthouse.com/
1•jansonlau•51m ago•0 comments

Ask HN: How would you decouple from the US?

4•yawa_me_worht•51m ago•3 comments

Sales Observability Tool?

1•librarian1•52m ago•0 comments

Bose open-sources its SoundTouch home theater smart speakers ahead of EOL

https://arstechnica.com/gadgets/2026/01/bose-open-sources-its-soundtouch-home-theater-smart-speak...
2•gpi•55m ago•1 comments

ASCII-Driven Development

https://medium.com/@calufa/ascii-driven-development-850f66661351
3•_hfqa•56m ago•0 comments

Pakistan, Saudi in talks on JF-17 jets-for-loans deal, sources say

https://www.reuters.com/world/asia-pacific/pakistan-saudi-talks-jf-17-jets-for-loans-deal-sources...
2•JumpCrisscross•57m ago•2 comments

Built the behavior analytics tool I've always wanted as a product engineer

https://getallinsights.com/
3•psyentist•57m ago•1 comments

Early screentime linked to slower decision-making, higher anxiety in children

https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(25)00543-2/fulltext
1•hongsy•1h 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo ago
That's actually a really good idea! I'll definitely consider this in a future update. Thanks!
qrush•8mo 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•8mo ago
As in identify where the source code is in the README?
zerocrates•8mo 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•8mo 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•8mo ago
Thanks for the feedback! That's a very good point, I'll update the gem and let it bubble up.
JamesSwift•8mo 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•8mo 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•8mo 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•8mo 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•8mo ago
Does the memory model guarantee that double-check locking will be correct? I don't actually know for ruby.
JamesSwift•8mo 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•8mo 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•8mo ago
Will this correctly retrieve 0 values? AFAIK 0 is falsey in Ruby

``` return nil unless entry ```

chowells•8mo ago
No, Ruby is more strict than that. Only nil and false are falsely.
wood-porch•8mo ago
Doesn't that shift the problem to caching false then :D
RangerScience•8mo 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•8mo 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•8mo ago
This is why I love working with Ruby!
deedubaya•8mo 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•8mo ago
In React ?