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Show HN: Meto – Methodology backbone for AI agentic coding

https://github.com/iLomer/Metho_agentic
1•ilom•22s ago•0 comments

The reasons birth rates are declining worldwide

https://www.newscientist.com/article/2516629-the-real-reasons-birth-rates-are-declining-worldwide/
1•Brajeshwar•30s ago•0 comments

Astronomers discover TOI-5734B, a hot sub-Neptune twice Earth's size

https://phys.org/news/2026-03-astronomers-toi-hot-neptune-earth.html
1•Brajeshwar•38s ago•0 comments

Development Cost Is Not Pivotal for Product Success

https://pawelbrodzinski.substack.com/p/development-cost-is-not-pivotal-for
1•flail•40s ago•0 comments

What Crystals Older Than the Sun Reveal About the Start of the Solar System

https://www.quantamagazine.org/what-crystals-older-than-the-sun-reveal-about-the-start-of-the-sol...
1•Brajeshwar•44s ago•0 comments

Show HN: Programming 1v1 game where you kill cats with JavaScript

https://yare.io
1•levmiseri•50s ago•0 comments

Show HN: A retro NES-style website that resizes images for free

https://extpixel.vercel.app
1•NubPlayz•1m ago•0 comments

AI Is Confidently Wrong

https://www.bhekani.com/posts/your-ai-is-confidently-wrong/
1•bhekanik•1m ago•0 comments

There Is a Climate Emergency, and It's Called Colonialism

https://blog.castac.org/2026/02/there-is-a-climate-emergency-and-its-called-colonialism/
1•speckx•2m ago•0 comments

Show HN: Bring your own UI to telemetry data with Bronto and Lovable

https://www.bronto.io/blog/brontovibe
1•matiremi•2m ago•1 comments

Video game Highguard axed weeks after release

https://www.bbc.co.uk/news/articles/cp855yq1g03o
1•mmarian•2m ago•0 comments

Kiploks Walk-forward validator that tells if your trading bot will lose money

1•kiploks•3m ago•0 comments

Show HN: Akousa.net – 120 web tools, uptime monitor, and multiplayer games

https://akousa.net
1•akousa•3m ago•0 comments

Watch electricity hit a fork in the road at half a billion frames per second [video]

https://www.youtube.com/watch?v=2AXv49dDQJw
1•thunderbong•5m ago•0 comments

Ask HN: Do we need a standard way to signal "this site does not track you"?

1•fbilhaut•6m ago•0 comments

Dubai Influencers warned they face prison for posting about conflict with Iran

https://www.standard.co.uk/news/world/dubai-influencers-prison-warning-posting-iran-war-b1273587....
2•randycupertino•7m ago•0 comments

The effects of a second pregnancy on women's brain structure and function

https://www.nature.com/articles/s41467-026-69370-8
2•bookofjoe•8m ago•0 comments

Show HN: Claude has questions about the US administration

https://id2026.com/
1•maartn•8m ago•0 comments

Chasing the AI High: Clay, Kilns, and the Red Queen's Race

https://blog.moot.dev/chasing-the-ai-high-clay-kilns-and-the-red-queens-race/
1•mootrichard•9m ago•0 comments

I analyzed 130k fake product names people typed into my store. Cats dominate

https://anycrap.shop/stats
5•astrokaf•11m ago•2 comments

I miss the grind of writing software before AI

1•mrprincerawat•13m ago•3 comments

Montana bison kill site use and abandonment amid drought and cultural shifts

https://www.frontiersin.org/journals/conservation-science/articles/10.3389/fcosc.2025.1688950/full
1•PaulHoule•13m ago•0 comments

Show HN: GolemBot – Free your Coding Agent from the terminal

https://github.com/0xranx/golembot
1•gloria_n•13m ago•1 comments

Show HN: Directo – YAML-configured service dashboard with health checks

https://github.com/ismailperim/directo
1•ismailperim•14m ago•0 comments

Rising carbon dioxide levels now detected in human blood

https://phys.org/news/2026-02-carbon-dioxide-human-blood.html
2•wkrsz•15m ago•0 comments

You've Never Seen Ants Like This Before

https://www.nytimes.com/2026/03/05/science/ants-3d-scans.html
1•Breadmaker•17m ago•0 comments

General Agentic Memory via Deep Research

https://arxiv.org/abs/2511.18423
1•gmays•18m ago•0 comments

Fast realtime updates without WebSockets

https://blog.alcazarsec.com/tech/posts/fast-realtime-updates
1•alcazar•18m ago•0 comments

Show HN: Investment Portfolio of a VC

https://indiealpha.com/
1•indieept•18m ago•0 comments

ChatGPT Says She's a Certified Genius [video]

https://www.youtube.com/watch?v=eEbz4GOMf1g
1•jmount•18m 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•10mo 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•10mo 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•10mo 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•10mo 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•10mo 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•10mo 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•10mo ago
That's actually a really good idea! I'll definitely consider this in a future update. Thanks!
qrush•10mo 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•10mo ago
As in identify where the source code is in the README?
zerocrates•10mo 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•10mo 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•10mo ago
Thanks for the feedback! That's a very good point, I'll update the gem and let it bubble up.
JamesSwift•10mo 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•10mo 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•10mo 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•10mo 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•10mo ago
Does the memory model guarantee that double-check locking will be correct? I don't actually know for ruby.
JamesSwift•10mo 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•10mo 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•10mo ago
Will this correctly retrieve 0 values? AFAIK 0 is falsey in Ruby

``` return nil unless entry ```

chowells•10mo ago
No, Ruby is more strict than that. Only nil and false are falsely.
wood-porch•10mo ago
Doesn't that shift the problem to caching false then :D
RangerScience•10mo 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•10mo 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•10mo ago
This is why I love working with Ruby!
deedubaya•10mo 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•10mo ago
In React ?