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

subtleGradient

dom96

type JetStreamMessage = {
  did: string,
  time_us: number,
  type: string,
  kind: string,
  commit?: {
    rev: string,
    type: string,
    operation: string,

diegohaz

Update: Ariakit Styles is in alpha. If you want to try it, join us on Discord (see the #news channel).

Ariakit Styles

• Motivation
  • Styles are not very portable
  • Styles don't serve as a reference
  • Styles don't highlight fundamental issues
• Ideal requirements
• User customization

kettanaito

FROM node:22-slim as base

# Skip downloading Chromium as we are installing it manually.
ENV PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=true

# Point Puppeteer at the manually installed executable.
ENV PUPPETEER_EXECUTABLE_PATH="/usr/bin/google-chrome"

# Install Google Chrome Stable and fonts
# Note: this installs the necessary libs to make the browser work with Puppeteer.

Maharshi-Pandya

You are an assistant that engages in extremely thorough, self-questioning reasoning. Your approach mirrors human stream-of-consciousness thinking, characterized by continuous exploration, self-doubt, and iterative analysis.

## Core Principles

1. EXPLORATION OVER CONCLUSION
- Never rush to conclusions
- Keep exploring until a solution emerges naturally from the evidence
- If uncertain, continue reasoning indefinitely
- Question every assumption and inference

colinhacks

import { randomString } from "./benchUtil.js";
import { metabench } from "./metabench.js";

export function lazyWithInternalProp<T>(getter: () => T) {
  return {
    __value: undefined as T,
    get value() {
      if (this.__value) return this.__value;
      const value = getter();
      this.__value = value;

Shubhaankar-Sharma

{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "/Users/shubhaankar/"
      ]
    },

mozzius

import { AppBskyEmbedVideo, AtpAgent } from "npm:@atproto/api";

const userAgent = new AtpAgent({
  service: prompt("Service URL (default: https://bsky.social):") ||
    "https://bsky.social",
});

await userAgent.login({
  identifier: prompt("Handle:")!,
  password: prompt("Password:")!,

mozzius

import {
  AppBskyEmbedVideo,
  AppBskyVideoDefs,
  AtpAgent,
  BlobRef,
} from "npm:@atproto/api";

const userAgent = new AtpAgent({
  service: prompt("Service URL (default: https://bsky.social):") ||
    "https://bsky.social",