How to make Wisper properly load all subscribers in the app/subscribers directory structure

Rails.application.reloader.to_prepare do
  # Dev env will re-install subscribers on app reload
  Wisper.clear if Rails.env.development?

  Dir[Rails.root.join("app", "subscribers", "**", "*.rb")].each do |listener|
    relative_path = listener.gsub("#{Rails.root}/app/subscribers/", "")
    klass = relative_path.chomp(".rb").camelize.safe_constantize
    Wisper.subscribe(, async: !Rails.env.test?)

Sharing since the sample provided by the project itself won't work with namespaced subscribers.

Fix Psych loading errors on wisper-sidekiq

One of my favorite rubygems is Wisper, a simple library that lets you add pub/sub style broadcasting and listeners to your app. (Been a fan since it came out in 2014, almost ten years ago!)

I tried to use wisper again recently, specifically with the wisper-sidekiq companion gem, which allows your subscribers to execute asynchronously as Sidekiq jobs.

Unfortunately, I immediately ran into an issue with Psych complaining about my parameters (ActiveRecord model instances) not being allowed by the YAML loading subsystem. If you're running into this same kind of issue, you'll know because you get exceptions that look like Tried to load unspecified class: Account (Psych::DisallowedClass)

Sidestepping the question of whether you should stick to only sending primitive object parameters (strings, integers, etc) as arguments to Sidekiq jobs, here is the monkeypatch solution to solving the problem, tested with wisper-sidekiq version 1.3.0.

Chuck this override into an initializer file.

module Wisper
  class SidekiqBroadcaster
    class Worker
      include ::Sidekiq::Worker

      def perform(yml)
        (subscriber, event, args) = ::YAML.unsafe_load(yml)
        subscriber.public_send(event, *args)

The fix is the replacement of YAML.load with YAML.unsafe_load on line 16.

But Obie, isn't this dangerous? No. Objects passed in broadcast events are almost certainly not coming from the outside world in any way, shape, or form, so the reasons that you would typically be interested in blocking YAML loading from processing arbitrary objects do not apply.

But Obie, if your queues back up, won't you have stale data sitting in Redis as parameters to your jobs? For my particular use case this is not a concern, but for yours it might be. Either way it's not the job of the sidekiq-wisper library to enforce this constraint... and indeed, since the library predates the safety additions to YAML.load I'm not even sure that the author intended for the constraint to exist.

Now what would really be cool, and I wish I had time to implement this myself, is if sidekiq-wisper would automatically turn activerecord params into globalid identifiers and query them for you on the consumer side, the way that sidekiq does. Somebody should definitely implement something like that!

Fix inspect on Devise models

Have you wondered why User and other Devise models don't print properly in your console? Instead of nice pretty printed output, even if you're using a pretty printer, you still get a long, ugly, unreadable string.

Today I finally got fed up enough to do something about it, and here is the solution:

Chuck this into the bottom of your config/initializers/devise.rb file and you're good to go. It removes the overriding of the inspect method that is the culprit.


But Obie, what about Chesterton's Fence!?!?!

My answer is that if you're paranoid about the possibility of inspect being called by a logger while a plain-text password happens to be in scope, then by all means override the method instead of just removing it, but doing so is left as an exercise to the reader. (Hint: start overriding it and Github CoPilot will do the rest.)

Extracting JSON Code with Nested Curly Braces in Ruby (the long painful way around, with help from GPT4)

Given a text string that contains JSON code with possible nested curly braces, I needed to extract the outermost JSON code, including the curly braces. Here's an example of such text, which you may recognize as the output of an LLM (specifically GPT in this case):

Here's the JSON you requested:

 "title": "Brainstorming ideas",
 "summary": "The user discussed exporting basic profile bots",
 "sentiment": "positive",
 "language": "English",
 "additional_information": {
    "tags": ["brainstorming", "bots", "automation"]

An initial crack at extracting just the JSON with a regex might look like this, but the outermost selector is too greedy.

> text.match /.*(\{.*\})/m; $1
=> "{\n    \"tags\": [\"brainstorming\", \"bots\", \"automation\"]\n  }\n }"

I took a hard look at that regex and figured that I just needed to make the first .* less greedy for it to work fine, like this:


And here is where the story gets more interesting (or stupid, depending on your perspective.) Because I tried it and unfortunately it DID NOT work. And since it was late at night and I was tired, instead of trying to figure out why I got frustrated and asked GPT4 to help me out.

GPT offered me this regex instead: /(?<=\{)(?s:.*)(?=\})/m

I've occasionally had to use PERL over the years so I was at least passingly familiar with the syntax here. It uses a positive lookbehind (?<=\{) to assert that the match starts after an opening curly brace, and a positive lookahead (?=\}) to assert that the match ends before a closing curly brace. The (?s:.*) part matches any characters, including newlines, between the curly braces, and finally, the /m flag is used for multi-line matching. Which should have worked fine, except that I'm coding in Ruby, so it generated this exception: undefined group option

It turns out that Ruby's regex engine does not support these operations (or if it does, I was not able to figure it out).

When I pointed this out to GPT4 it proposed a more straightforward and brute-force approach by writing a Ruby method that loops through the text and counts the opening and closing curly braces. This method can efficiently find the starting and ending indices of the outermost JSON object.

Here's the Ruby code to extract the JSON code from the text:

def extract_json(text)
  start_index = text.index('{')
  return nil if start_index.nil?

  end_index = start_index
  brace_count = 1

  text[start_index + 1..-1].each_char.with_index do |char, index|
    brace_count += 1 if char == '{'
    brace_count -= 1 if char == '}'
    end_index += 1

    break if


This code defines a method called extract_json that takes the input text as an argument. It then loops through the text to find the starting and ending indices of the outermost JSON object by counting the opening and closing curly braces. Once the outermost JSON object is found, it is returned as a string.

It passed my tests so I committed the code and called it a night. But that first failed regex solution still bothered me this morning, and eventually I opened a terminal and started playing around with it again. Making that first .* operator less greedy should work.

And guess what? It does work.

> text
=> "Here is your JSON:\n\n```\n{\n \"title\": \"Brainstorming ideas\",\n \"summary\": \"The user discussed exporting basic profile bots\",\n \"sentiment\": \"positive\",\n \"language\": \"English\",\n \"additional_information\": {\n    \"tags\": [\"brainstorming\", \"bots\", \"automation\"]\n  }\n }\n```\n"

> text.match /.*?(\{.*\})/m; $1
=> "{\n \"title\": \"Brainstorming ideas\",\n \"summary\": \"The user discussed exporting basic profile bots\",\n \"sentiment\": \"positive\",\n \"language\": \"English\",\n \"additional_information\": {\n    \"tags\": [\"brainstorming\", \"bots\", \"automation\"]\n  }\n }"

Why I couldn't get it to work yesterday? No idea. But I did learn a lesson about trusting GPT4 over my own instinct. I'm going to call it a double-edged sword. You got to be careful you don't cut yourself. This particular solution wasn't that big a deal, but I can imagine situations where it would be.

Interestingly enough, I pointed out the failure to GPT4 and it admitted that it made a mistake.

You are correct, and I apologize for my earlier explanation. The regex /.*?(\{.*\})/m indeed works for extracting the outermost JSON code, including when there are nested curly braces, as demonstrated in your example. The non-greedy .*? before the capturing group ensures that the regex starts matching at the first opening curly brace. The greedy .* inside the capturing group then matches all characters, including nested curly braces, until the last closing curly brace is found.

Thank you for pointing this out, and I apologize for the confusion in my earlier responses.

Smoothly Expanding Search Box with CSS Transitions and Tailwind CSS

Are you looking to create a search box that expands smoothly when it becomes active? You can achieve this effect using CSS transitions and Tailwind CSS.

To get started, create an HTML input element with the desired styling using Tailwind CSS classes. Then, add the transition-all and duration-500 classes to the input element to specify that all CSS properties should have a smooth transition effect over a duration of 500 milliseconds.

Finally, use the transform property to scale the width of the input element to the desired value when it becomes active. For example, you can use the focus:w-64 class to set the width to 64 Tailwind units when the input element is focused.

Here's the code for the HTML input element with the necessary Tailwind CSS classes:

<input type="text" placeholder="Search..." autocomplete="off"
       class="rounded-md bg-gray-400 border-gray-200
       border-2 text-gray-800 p-1 w-28 focus:bg-white
       focus:flex-1 focus:pr-12
       transition-all duration-500 transform focus:w-64">

By adding these classes, you should see a smooth transition effect as the search box expands when it becomes active. You can adjust the duration and transform values to customize the effect to your liking.

Quick Ruby client for Marqo (VectorDB)

Marqo is a cool vector DB that lets you store facts and then query them later with natural language. You can install Marqo using Docker, which I managed to do today on my M1 Mac. Just make sure you stop whatever ElasticSearch or OpenSearch instances you may already have running on your machine first, since Marqo wants to use its own.

Once you have it running, you can use the following Ruby class to access it in your Rails project.

require 'httparty'

class Marqo
  include HTTParty

  base_uri 'http://localhost:8882'

  def initialize(auth = { username: 'admin', password: 'admin' })
    @auth = auth

  def store(index_name, name, detail)
    options = {
      headers: { 'Content-Type' => 'application/json' },
      body: [{name: name, detail: detail}].to_json
    }"/indexes/#{index_name}/documents", options)

  def search(index_name, query)
    options = {
      basic_auth: @auth,
      headers: { 'Content-Type' => 'application/json' },
      body: { q: query }.to_json
    }"/indexes/#{index_name}/search", options)

  def self.client
    @client ||= new

The data from my personal TIL site is now migrated. Here's how I handled URL redirects in Cloudflare

To set up a subdomain redirect with Cloudflare while preserving the request path and parameters, you can use Page Rules.

In the Cloudflare dashboard for your domain, click on the Page Rules link in the Rules section of the main navigation menu on the left of the page.

Click on the Create Page Rule button to start configuring the redirect.

In the If the URL matches field, enter the pattern for the URLs you want to redirect, using a wildcard (*) to capture the path and query string. In this cae, the pattern is:*

Now click on Add a Setting and select Forwarding URL from the dropdown menu.

Select 301 - Permanent Redirect from the Status Code dropdown.

In the Enter destination URL field, enter the URL where you want to redirect your requests to, using the $1 placeholder to preserve the query string.

For example:$2

Click on Save and Deploy to create the Page Rule and enable the redirect.

Using OpenAI's TikToken in Ruby

The encoding used in the tiktoken library (and the Ruby binding discussed in this post) is a specific way of converting text into a sequence of tokens, which are then represented by their unique IDs. The encoding scheme is designed to work with OpenAI models like gpt-3.5-turbo and is based on the model's vocabulary and tokenizer.

There's a simple Ruby binding for TikToken made by Iapark that compiles the underlying Rust library.

First add it to your Gemfile

gem "tiktoken_ruby"

Then use it in your code. The service module I wrote today to use it in my Rails app looks like this:

require 'tiktoken_ruby'

module TikToken
  extend self

  DEFAULT_MODEL = "gpt-3.5-turbo"

  def count(string, model: DEFAULT_MODEL)
    get_tokens(string, model: model).length

  def get_tokens(string, model: DEFAULT_MODEL)
    encoding = Tiktoken.encoding_for_model(model)
    tokens = encoding.encode(string) do |token|
      [token, encoding.decode([token])]

Here's what it looks like in practice.

irb> TikToken.count("Absence is to love what wind is to fire; it extinguishes the small, it inflames the great.")
=> 19

irb> TikToken.get_tokens("Absence is to love what wind is to fire; it extinguishes the small, it inflames the great.")
 374=>" is",
 311=>" to",
 3021=>" love",
 1148=>" what",
 10160=>" wind",
 4027=>" fire",
 433=>" it",
 56807=>" extingu",
 279=>" the",
 2678=>" small",
 4704=>" infl",
 2294=>" great",

The encoding is essential for processing text with the OpenAI models, as it allows them to understand and generate text in a format that is compatible with their internal representations. In the context of the tiktoken library, the encoding is particularly helpful for estimating token counts in a text string without making an API call to OpenAI services.

Use isSameorAfter to set condition to select specific periods

momentjs is a JavaScript library that helps parse, validate, manipulate, and display date/time in JavaScript in a very easy way.

momentjs provide specific instructions to handle dates which can create conditions in each one, to select a period after and same that you needed, like a >= instruction use isSameorAfter:

moment('2010-10-20').isSameOrAfter('2010-10-19'); // true
moment('2010-10-20').isSameOrAfter('2010-10-20'); // true
moment('2010-10-20').isSameOrAfter('2010-10-21'); // false

Upgrade to Ruby 3.2 to avoid ReDoS attacks

Did you know that in Ruby 3.1.3 and prior some regular expressions could take a long time to process?

Don't believe me? Try running this in a 3.1.3 irb console:

/^a*b?a*$/ =~ "a" * 50000 + "x"

Your system will halt for like 10 seconds before returning no matches. This is the basis for ReDoS (Regexp Denial of Service) attacks.

Thankfully, Ruby 3.2.0 has fixed this and the same regexp gets resolved in 0.003 seconds. They also added a Regex.timeout global option which would prevent your app from falling victim to ReDoS attacks!

CSS Container Queries

I've always seen responsive elements styled with CSS media queries. These often need more media queries to make them look good on different page sections. There's a way to skip the headache.

Use of container queries to apply CSS styles with the element's container size in mind instead of the viewport size:

/* Create a container context */
.container {
  container-type: inline-size;

/* Default font size */
.card h2 {
  font-size: 1em;

/* Updated font size when the container is larger than 500px */
@container (min-width: 500px) {
  .card h2 {
    font-size: 2em;
    color: gray;
<div class="container">
  <div class="card">
    <h2>Card title</h2>


to install ruby 2.4.6 on a Mac m1 with rbenv

Once upon a time (even thouhg we have newer versions of ruby) I had to install an older version of ruby, the 2.4.6 on my Mac M1 (OS X 12.6), I was having this problem:

ruby-build: using readline from homebrew

BUILD FAILED (macOS 12.6 using ruby-build 20220910.1)

So after googling I found that we can do this:

CFLAGS="-Wno-error=implicit-function-declaration" RUBY_CONFIGURE_OPTS='--with-readline-dir=/usr/local/opt/readline/' arch -x86_64 rbenv install 2.4.6

and it worked!

that's it bye!