dollspace-gay

Verification-Driven Development (VDD)

Methodology: Iterative Adversarial Refinement

Overview

Verification-Driven Development (VDD) is a high-integrity software engineering framework designed to eliminate "code slop" and logic gaps through a generative adversarial loop. Unlike traditional development cycles that rely on passive code reviews, VDD utilizes a specialized multi-model orchestration where a Builder AI and an Adversarial AI are placed in a high-friction feedback loop, mediated by a human developer and a granular tracking system.

I. The VDD Toolchain

tkellogg

Preface

This book started with this post from Ethan Mollick.

If you're not already aware, OpenAI researchers are known for pumping up the hype with vague implication-rich tweets about the AI that they're working on. I figured, Claude's good at this, why not use Claude to pretend for a little while. What if they weren't just hyping? What if they actually uncovered the mysteries of the cosmos?

joeddav

import openai

class ChatGPT:
    """ A very simple wrapper around OpenAI's ChatGPT API. Makes it easy to create custom messages & chat. """
    
    def __init__(self, model="gpt-3.5-turbo", completion_hparams=None):
        self.model = model
        self.completion_hparams = completion_hparams or {}
        self.history = []
        self._messages = []

JoeyBurzynski

58 bytes of CSS to look great nearly everywhere

When making this website, i wanted a simple, reasonable way to make it look good on most displays. Not counting any minimization techniques, the following 58 bytes worked well for me:

main {
  max-width: 38rem;
  padding: 2rem;
  margin: auto;
}

stefanmaric

Copy-to-clipboard Bookmarklet

Create Bookmarklet (browser bookmark that executes Javsacript) to copy a given text to Clipboard.

This is the base javascript:

(function (text) {
  var node = document.createElement('textarea')
  var selection = document.getSelection()

Integralist

(function (window, document) {

    'use strict';

    var $, Imager;

    window.requestAnimationFrame = 
    window.requestAnimationFrame || 
    window.mozRequestAnimationFrame || 
    window.webkitRequestAnimationFrame || 

pamelafox

// Includes functions for exporting active sheet or all sheets as JSON object (also Python object syntax compatible).
// Tweak the makePrettyJSON_ function to customize what kind of JSON to export.

var FORMAT_ONELINE   = 'One-line';
var FORMAT_MULTILINE = 'Multi-line';
var FORMAT_PRETTY    = 'Pretty';

var LANGUAGE_JS      = 'JavaScript';
var LANGUAGE_PYTHON  = 'Python';