Andy Potanin andypotanin

From Integration to Orchestration: Advanced GitHub Workflows

Modern engineering teams need more than just faster tests or automated builds—they need delivery pipelines that coordinate complex environments, validate infrastructure, and enforce safety at every stage. While GitHub Actions began as a CI platform focused on build and test automation, its real power emerges when used to orchestrate secure, reliable workflows across the entire software delivery lifecycle.

Why Deeper Workflow Design Matters

Modern software systems span application code, cloud infrastructure, and environment-specific configurations. Delivering such systems reliably—especially to production—requires orchestrating multiple components in a secure, consistent, and controlled way. GitHub workflows, when intentionally designed, can operate as orchestration layers—connecting logic across applications, environments, teams, and repositories.

Workflows become intelligent automation gateways—evaluating branch context, repository metadat

This table outlines well-researched open-source CLI security tools that replicate GitHub’s repository security functionalities locally within the /home/workspace/source directory. These tools cover dependency management, vulnerability scanning, secret detection, static code analysis, container security, and automated penetration testing to ensure comprehensive security and efficient operations.

Repo Name	Description	Star Count	Link
Renovate	Automatically updates dependencies like GitHub's Dependabot.	17.3k	GitHub
Dependabot Core	Automates dependency management similar to GitHub's Dependabot.	3.4k	GitHub
OWASP Dependency-Check	Scans dependencies for vulnerabilities, akin to GitHub security alerts.	2.2k	[

UDX, also known as Usability Dynamics, is a company that has been operational since 2011, focusing on delivering high-quality technology solutions. Their expertise spans across several domains including web development, user interface design, user experience optimization, DevOps practices, custom development for both web and mobile platforms, service development, business automation, and API development. They have a strong commitment to quality, craftsmanship, and utilizing operational containers to enhance development efficiency, reliability, and application performance. UDX has worked with a diverse range of clients from different industries, such as entertainment, real estate, and government, showcasing their ability to tackle complex technical challenges and deliver innovative solutions.

Their work with the Ministry of Digital Transformation in Ukraine highlights their involvement in critical issues like cyber and digital resilience, navigating systemic challenges to improve the digital landscape. This i

Market Street Wine: Extending the Aisle

Since 1979, there had been a wine shop in the basement of the 311 East Market Street apartment building in downtown Charlottesville, Virginia. When Siân Richards and Thadd McQuade purchased the store in 2018, the two were already fixtures of the iconic wine shop. McQuade started working there in 1990 and Richards in 2006. Aside from a slight name change, cleaning, and rearranging the shelves, the new owners kept Market Street Wine pretty much the same as it had been for the previous 39 years.

The next four exciting years brought a multitude of new directions: By the summer of 2022, the owners saw the tastes of wine store customers, the ways they purchased wine, the price points for both wine drinkers and producers, and supply chains shifting. For instance, natural wines had become more popular, as had rosé and sparkling wines. The COVID-19 pandemic had impacted purchasing behavior as well as supply. As Richards thought about these factors, she wondered if th

It helps to identify the type of content we will have.

Content Pages - change often, most likely will have different content based on host
Static Assets - scripts, styles and images. always same, even if host changes. See example #1
Administrative Areas - require login and special cookies to be allowed.
API and RPC - dont require cookies but should not be cached

For most dynamic pages that following headers should be allowed:

	#!/bin/bash

	#shows traffic on the specified device

	function human_readable {
	VALUE=$1
	BIGGIFIERS=( B K M G )
	CURRENT_BIGGIFIER=0
	while [ $VALUE -gt 10000 ] ;do
	VALUE=$(($VALUE/1000))

	var _thing = {};

	jQuery('.student_context_card_trigger').each(function() {
	var _name = jQuery(this).text().trim();

	_thing[ _name ] = _thing[ _name ] \|\| 0;
	_thing[ _name ]++;
	});
	//_thing.sort();
	//console.log(_thing);

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	<?php

	add_filter( 'postmeta_form_keys', function() { return array(); });
	add_filter( 'media_library_months_with_files', function() { return array(); });
	add_filter( 'media_library_show_audio_playlist', function() { return false; });
	add_filter( 'media_library_show_video_playlist', function() { return false; });