╔═══════════════════════════════════════╗
║  EXPERIMENT #1: ZOOM AUTOMATION       ║
║  ────────────────────────────────────  ║
║  NO-CODE → CUSTOM CODE MIGRATION      ║
║  Solving Virtual Scrolling Challenge  ║
║                                       ║
║  AIRTOP ❌ → SELENIUM ✓               ║
║  CHALLENGE: Virtual scroll detection  ║
║  SOLUTION: AI-assisted Selenium       ║
║                                       ║
║  READING: 10min | LEVEL: Intermediate ║
║  STACK: Claude Code + Cloudflare     ║
║  AUTHORS: H. Tofeeq + M. Johnson     ║
╚═══════════════════════════════════════╝
Browser Automation

Building Zoom Transcript Automation with Claude Code + Cloudflare

How we pivoted from Airtop browser automation to a custom Selenium + Flask API to extract complete Zoom transcripts, overcoming virtual scrolling challenges. Built with Claude Code assistance and deployed on Cloudflare.

November 21, 2025
10 min read
intermediate

Tracked Experiment

Real-time logging • Full methodology

26
Hours
47
Errors
12
Fixes
78%
Savings

Data sources: Claude Code Analytics API, Cloudflare billing, real-time hooks

Reproducibility: Starting prompt, tracking logs, and architecture decisions documented

Learn about our methodology
Read full paper on createsomething.io

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╔═══════════════════════════════════════╗
║  EXPERIMENT #2: COOKIE SYNC UX        ║
║  ────────────────────────────────────  ║
║  🔖 Bookmarklet + 🧩 Chrome Extension  ║
║  User Friction: 60s → 5s → 0s         ║
║                                       ║
║  DEV TIME: 2hrs | TIME SAVED: 67%    ║
║  CLOUDFLARE: $0/mo | ROI: 20,000%    ║
║  STACK: JS + Chrome API + Workers    ║
╚═══════════════════════════════════════╝
Browser Automation • Nov 20, 2025 • 12 min

Zoom Cookie Sync - Client Distribution UX

Building bookmarklet + Chrome extension to sync Zoom cookies: reducing user friction from 60 seconds to 0.

Read more
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