Jason Hee jasonheecs

## 03-building-the-ml-pipeline.md

      
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                ttarler
                / 03-building-the-ml-pipeline.md
            
            
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                Medium Post 3: Managing LLM Context So Your AI Coworker Doesn't Forget
              
          
    Building the ML Pipeline: From LSTM Experiments to Production RL


The ML System That Actually Trades

Go read any ML trading tutorial online. It's always the same: download some OHLCV data, train a model, show a backtest chart that goes up and to the right, collect Medium claps.
Nobody talks about what happens when you try to run that model every single day. When you need to retrain monthly without breaking the thing that's already trading. When the feature your model was trained on doesn't exist at inference time. When your processing job takes 8 hours and your data is stale by the time training starts.

  
## tutorial.md

      
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                swalkinshaw
                / tutorial.md
            
            
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              January 5, 2026 14:33
            
              
                Designing a GraphQL API
              
          
    Moved to Shopify/graphql-design-tutorial


## Dockerfile
# Build the $MODULE target (which produces a $MODULE binary)
FROM debian:latest as builder

ARG MODULE
COPY src/ .
RUN make ${MODULE}


# Build a minimal image containing the $MODULE binary
FROM alpine:latest as product

## vim-heroku.sh
mkdir ~/vim
cd ~/vim

# Staically linked vim version compiled from https://github.com/ericpruitt/static-vim
# Compiled on Jul 20 2017
curl 'https://s3.amazonaws.com/bengoa/vim-static.tar.gz' | tar -xz

export VIMRUNTIME="$HOME/vim/runtime"
export PATH="$HOME/vim:$PATH"
cd -

## index.html
<!DOCTYPE html>
<html prefix="og: http://ogp.me/ns#">

<head>
  <!-- content-type, which overrides http equivalent header. Because of charset, this meta should be set at first. -->
  <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
  <!--  Overrides http equivalent header. This tells IE to use the most updated engine.  -->
  <meta http-equiv="X-UA-Compatible" content="IE=Edge">
  <!--  Tells crawlers how to crawl this page, and the role of this page. https://developer.mozilla.org/en-US/docs/Web/HTML/Element/meta -->
  <meta name="robots" content="index, follow">

## docker-pry-rails.md

      
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                briankung
                / docker-pry-rails.md
            
            
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                Using pry-rails with Docker
              
          
    First, add pry-rails to your Gemfile:

https://github.com/rweng/pry-rails
gem 'pry-rails', group: :development
Then you'll want to rebuild your Docker container to install the gems


## disable_troublesom_scaling_processes.py
"""
Suspend an auto scaling group's scaling processes that can interfere with CodeDeploy deploys.
It assumes a single ASG per deployment group.

To use this:
* create a lambda function with this code, then hook up it up to an SNS topic that receives all deployment events (but not host events).
* attach that topic as a trigger in your deployment groups.

Unlike AWS's in-appspec approach, this supports arbitrary deploy concurrency.

## read_vcrpy_binary_body.py
import json
import gzip
import base64
import StringIO

from vcr.serialize import deserialize
from vcr.serializers import yamlserializer

path = '../cassettes/api-InstagramAPITestCase-test_media.yml'

## ImageChooser.php
<?php
namespace Vendor\Module\Block\Adminhtml\Widget;

class ImageChooser extends \Magento\Backend\Block\Template
{
    /**
     * @var \Magento\Framework\Data\Form\Element\Factory
     */
    protected $_elementFactory;

## strip-unwanted-gravity-forms-jquey-and-inline-scripts.php
/**
 * Force GFORM Scripts inline next to Form Output
 *
 * force the script tags inline next to the form. This allows
 * us to regex them out each time the form is rendered.
 *
 * see strip_inline_gform_scripts() function below
 * which implements the required regex
 */
function force_gform_inline_scripts() {
	# Build the $MODULE target (which produces a $MODULE binary)
	FROM debian:latest as builder

	ARG MODULE
	COPY src/ .
	RUN make ${MODULE}


	# Build a minimal image containing the $MODULE binary
	FROM alpine:latest as product
	mkdir ~/vim
	cd ~/vim

	# Staically linked vim version compiled from https://github.com/ericpruitt/static-vim
	# Compiled on Jul 20 2017
	curl 'https://s3.amazonaws.com/bengoa/vim-static.tar.gz' \| tar -xz

	export VIMRUNTIME="$HOME/vim/runtime"
	export PATH="$HOME/vim:$PATH"
	cd -
	<!DOCTYPE html>
	<html prefix="og: http://ogp.me/ns#">

	<head>
	<!-- content-type, which overrides http equivalent header. Because of charset, this meta should be set at first. -->
	<meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
	<!-- Overrides http equivalent header. This tells IE to use the most updated engine. -->
	<meta http-equiv="X-UA-Compatible" content="IE=Edge">
	<!-- Tells crawlers how to crawl this page, and the role of this page. https://developer.mozilla.org/en-US/docs/Web/HTML/Element/meta -->
	<meta name="robots" content="index, follow">
	"""
	Suspend an auto scaling group's scaling processes that can interfere with CodeDeploy deploys.
	It assumes a single ASG per deployment group.

	To use this:
	* create a lambda function with this code, then hook up it up to an SNS topic that receives all deployment events (but not host events).
	* attach that topic as a trigger in your deployment groups.

	Unlike AWS's in-appspec approach, this supports arbitrary deploy concurrency.
	import json
	import gzip
	import base64
	import StringIO

	from vcr.serialize import deserialize
	from vcr.serializers import yamlserializer

	path = '../cassettes/api-InstagramAPITestCase-test_media.yml'
	<?php
	namespace Vendor\Module\Block\Adminhtml\Widget;

	class ImageChooser extends \Magento\Backend\Block\Template
	{
	/**
	* @var \Magento\Framework\Data\Form\Element\Factory
	*/
	protected $_elementFactory;
	/**
	* Force GFORM Scripts inline next to Form Output
	*
	* force the script tags inline next to the form. This allows
	* us to regex them out each time the form is rendered.
	*
	* see strip_inline_gform_scripts() function below
	* which implements the required regex
	*/
	function force_gform_inline_scripts() {