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Lego Farming Blocks: Letting AIs Grow Our Food

https://adlrocha.substack.com/p/adlrocha-lego-farming-blocks-letting
1•adlrocha•1m ago•0 comments

Question for Discussion

https://www.google.com/
1•flyzonic•1m ago•0 comments

Show HN: A policy enforcement layer for LLM outputs (why prompts weren't enough)

1•kundan_s__r•1m ago•0 comments

Ask HN: Senior software engineers, how do you use Claude Code?

1•allie1•3m ago•0 comments

Milano Cortina Winter Olympics threatened by Cloudflare funding withdrawal

https://www.aljazeera.com/sports/2026/1/10/milano-cortina-winter-olympics-threatened-by-cloudfare...
1•DyslexicAtheist•6m ago•0 comments

Ramon Ontiveros and the Vigilante Lie

https://substack.com/home/post/p-184188950
1•htwatchdogs•7m ago•1 comments

Show HN: Verdic Guard – Policy Enforcement and Output Validation for LLMs

1•kundan_s__r•8m ago•0 comments

Show HN: Show HN submissions have tripled since 2023

https://imgur.com/a/K0A1yc1
2•anythingworks•11m ago•0 comments

Prompting 101: Show, don't tell

https://www.haskellforall.com/2026/01/prompting-101-show-dont-tell.html
1•birdculture•12m ago•0 comments

What's New in Pandas 3.0: Expressions, Copy-on-Write, and Faster Strings

https://codecut.ai/pandas-3-whats-new/
2•Ben5555•13m ago•0 comments

Show HN: I created an interactive tool to visualize various ML algorithms

https://github.com/YashArote/descent-visualisers
1•yasharote28•23m ago•0 comments

Location Aware AI Landscaping

https://hadaa.pro/
1•Fh_•26m ago•1 comments

Quake Setup Guide (2023)

https://sarge945.xyz/guides/quake-guide/
1•Lammy•30m ago•0 comments

Notion used Product Hunt to grow, not just launch

https://www.firstmillion.club/p/notion
2•elananandhan•31m ago•0 comments

The 3k-Person Team Working in Secret to Create Disney Magic (WSJ)

https://www.wsj.com/business/media/disney-cruise-rides-characters-imagineers-adventure-b5c03c1d
1•aenean•34m ago•1 comments

Show HN: I auto-generate alt text using Gemini 3 Flash

https://sarthakmishra.com/blog/automating-image-alt-text
2•sarthak_drool•42m ago•0 comments

More than one hundred years of Film Sizes

https://wichm.home.xs4all.nl/filmsize.html
7•exvi•48m ago•0 comments

BTS of OpenTelemetry Instrumentation

https://newsletter.signoz.io/p/bts-of-opentelemetry-auto-instrumentation
2•elza_1111•50m ago•0 comments

Claude Codes

https://thezvi.substack.com/p/claude-codes
1•nsoonhui•54m ago•0 comments

Sir Nicholas Winton – BBC Programme "That's Life" Aired in 1988 [video]

https://www.youtube.com/watch?v=6_nFuJAF5F0
1•handfuloflight•55m ago•0 comments

Spectral Geodesic Routing: Traffic Engineering via Laplacian Potentials

https://zenodo.org/records/18193686
3•andrespi•56m ago•0 comments

Native iOS and Android Nullschool App

https://twitter.com/cambecc/status/2010254018598392022
1•pppone•56m ago•0 comments

Uruguay's Renewable Charge: A Small Nation, a Big Lesson for the World

https://www.forbes.com/sites/kensilverstein/2025/10/19/uruguays-renewable-charge-a-small-nation-a...
2•ciconia•57m ago•0 comments

A Practical Guide to Build Secure MCP Servers

https://go.mcptotal.io/blog/a-practical-guide-to-build-secure-mcp-servers
2•agentictime•59m ago•0 comments

Whenwords: A relative time formatting library, with no code

https://github.com/dbreunig/whenwords
1•todsacerdoti•1h ago•0 comments

Mossad urges Iran protests, says agents present

https://www.jpost.com/middle-east/iran-news/article-881733
2•ParentiSoundSys•1h ago•0 comments

21 years of IDE evolution in one chart (2004 – 2025)

https://twitter.com/willwangcc/status/2010259528391307510
2•will_wang•1h ago•1 comments

Annote: A Turing complete language using only Java annotations as its syntax

https://github.com/kusoroadeolu/annote
1•kushv•1h ago•1 comments

Things I've quit doing at my desk

https://justinjackson.ca/i-quit-my-desk
3•Tomte•1h ago•0 comments

A Unique Performance Optimization for a 3D Geometry Language

https://cprimozic.net/notes/posts/persistent-expr-memo-optimization-for-geoscript/
3•Ameo•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 ?