Glenn Y. Rolland glenux

Verified Spec-Driven Development (VSDD)

The Fusion: VDD × TDD × SDD for AI-Native Engineering

Overview

Verified Spec-Driven Development (VSDD) is a unified software engineering methodology that fuses three proven paradigms into a single AI-orchestrated pipeline:

Spec-Driven Development (SDD): Define the contract before writing a single line of implementation. Specs are the source of truth.
Test-Driven Development (TDD): Tests are written before code. Red → Green → Refactor. No code exists without a failing test that demanded it.

How To Make Youtube Less Boring

Tutorial: https://www.youtube.com/watch?v=hIqMrPTeGTc
Paste the below code in your browser console (F12 > Console):

/**
 * YouTube "Not Interested" Automation Script
 *
 * This script marks all videos in the YouTube feed as "Not interested".
 *
 * Usage:

Choose either option A or option B.

Option A: Fast way

~~Facebook App Id: 435522656639081~~

Update: Facebook has closed the app above, and you must setup your own Facebook app. Follow the instructions in option B below.

Option B: Setup your own Facebook app

Use this options, if you want to run the service from any other domain than localhost

How to get the xs value from Facebook cookie with Google Chrome:

Open www.messenger.com
Open Developer Tools
Click "Application" tab
Click, "Cookies" in the left panel
Click "www.messenger.com"
Copy the value of "xs"

Word of warning

Synchronization for Merkle graphs

abstract

intro

Problem we’re solving: Efficient p2p Merkle DAG replication
Proposed solution in a nutshell: Simplistic and symmetric protocol with reference implementation in Node.js

Each of these commands will run an ad hoc http static server in your current (or specified) directory, available at http://localhost:8000. Use this power wisely.

Discussion on reddit.

Python 2.x

$ python -m SimpleHTTPServer 8000

	#!/usr/bin/env -S bash -c "docker run -p 8080:8080 -it --rm \$(docker build --progress plain -f \$0 . 2>&1 \| tee /dev/stderr \| grep -oP 'sha256:[0-9a-f]*')"

	# syntax = docker/dockerfile:1.4.0

	FROM node:20

	WORKDIR /root

	RUN npm install sqlite3

	/* So how does this work?
	I'm using ANSI escape sequences to control the behavior of the terminal while
	cat is outputting the text. I deliberately place these control sequences inside
	comments so the C++ compiler doesn't try to treat them as code.*/
	//[2K[2D[A[2K[A[2K[A[2K[A[2K[A
	/*The commands in the fake code comment move the cursor to the left edge and
	clear out the line, allowing the fake code to take the place of the real code.
	And this explanation uses similar commands to wipe itself out too. */
	//[2K[2D[A[2K[A[2K[A[2K[A
	#include <cstdio>

	RUN apt update
	RUN apt upgrade -y
	RUN apt install -y apt-utils
	RUN a2enmod rewrite
	RUN apt install -y libmcrypt-dev
	RUN docker-php-ext-install mcrypt
	RUN apt install -y libicu-dev
	RUN docker-php-ext-install -j$(nproc) intl
	RUN apt-get install -y libfreetype6-dev libjpeg62-turbo-dev libpng12-dev
	RUN docker-php-ext-configure gd --with-freetype-dir=/usr/include/ --with-jpeg-dir=/usr/include/

	require 'open3'
	require 'fileutils'

	if ARGV[0].nil?
	puts "This script requires a directory to operate on"
	exit 1
	end

	def file_names(path)
	Dir.glob("#{path}/*/").map do \|file\|