╔═══════════════════════════════════════╗
║  EXPERIMENT #2: ANALYTICS DASHBOARD   ║
║  ────────────────────────────────────     ║
║  PRIVACY-FIRST DATA VISUALIZATION     ║
║  Next.js + Airtable + Claude Code     ║
║                                       ║
║  TIME: 6hrs | SAVINGS: 65%           ║
║  COST: $30.00 | COMMITS: 6           ║
╚═══════════════════════════════════════╝
analytics

Experiment #2: Building a Privacy-First Analytics Dashboard with Claude Code

Webflow template creators needed marketplace insights to make informed decisions. This experiment tested whether Claude Code could build a complex data analytics dashboard with privacy-sensitive data handling faster than traditional development. Built in 6 hours vs 15-20 hours estimated manual (60-70% time savings). Includes data pipeline integration (Snowflake → Census → Airtable → Next.js), privacy-first architecture, animated visualizations, and auto-generated insights.

November 16, 2025
15 min min read
intermediate
Tags:
data-visualizationprivacyanalytics

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