Code-Heavy Developer Tutorials, Benchmarks & Reviews

// .vscode/settings.json — DevHubTools High-Velocity Setup
{
  "editor.formatOnSave": true,
  "editor.inlineSuggest.enabled": true,
  "editor.bracketPairColorization.enabled": true,
  "editor.guides.bracketPairs": "active",
  "github.copilot.enable": {
    "*": true,
    "markdown": true,
    "plaintext": false
  },
  "errorLens.enabledDiagnosticLevels": ["error", "warning"],
  "gitlens.codeLens.recentChange.enabled": false
}

# .github/workflows/deploy-aws.yml — Automated Production Pipeline
name: Deploy Node.js to AWS ECS
on:
  push:
    branches: [main]

jobs:
  deploy:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - name: Configure AWS Credentials
        uses: aws-actions/configure-aws-credentials@v4
        with:
          aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
          aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
          aws-region: us-east-1
      - name: Build, Tag, and Push Image to Amazon ECR
        run: |
          docker build -t devhub-node-api:latest .
          docker tag devhub-node-api:latest ${{ secrets.ECR_REGISTRY }}/devhub-node-api:latest
          docker push ${{ secrets.ECR_REGISTRY }}/devhub-node-api:latest

// Prompt-Driven Development Pattern: Write the JSDoc contract first!
/**
 * Calculates tiered affiliate commission with recurring bonus multiplier.
 * - Base tier (< 10 referrals): 18% recurring
 * - Growth tier (10-49 referrals): 25% recurring + $100 milestone bonus
 * - Scale tier (50+ referrals): 40% recurring + $500 milestone bonus
 * @throws {RangeError} if monthlyRevenueCents or referralsCount is negative
 */
export function calculatePartnerPayout(monthlyRevenueCents: number, referralsCount: number) {
  if (monthlyRevenueCents < 0 || referralsCount < 0) {
    throw new RangeError("Revenue and referrals must be non-negative");
  }
  const rate = referralsCount >= 50 ? 0.4 : referralsCount >= 10 ? 0.25 : 0.18;
  const bonusCents = referralsCount >= 50 ? 50000 : referralsCount >= 10 ? 10000 : 0;
  return Math.round(monthlyRevenueCents * rate) + bonusCents;
}

import asyncio
import httpx
from dataclasses import dataclass

@dataclass
class ToolStatus:
    name: str
    url: str
    status_code: int
    latency_ms: float

async def check_endpoint(client: httpx.AsyncClient, name: str, url: str) -> ToolStatus:
    loop = asyncio.get_running_loop()
    start = loop.time()
    resp = await client.get(url, follow_redirects=True, timeout=8.0)
    elapsed = round((loop.time() - start) * 1000, 1)
    return ToolStatus(name=name, url=url, status_code=resp.status_code, latency_ms=elapsed)

# 5-Step Docker & Portainer Home Lab Setup on Raspberry Pi 5 (64-bit OS)
curl -fsSL https://get.docker.com -o get-docker.sh && sudo sh get-docker.sh
sudo usermod -aG docker $USER
docker volume create portainer_data
docker run -d -p 8000:8000 -p 9443:9443 --name portainer --restart=always \
  -v /var/run/docker.sock:/var/run/docker.sock \
  -v portainer_data:/data portainer/portainer-ce:latest