DevTool Scrutiny - Compare Developer Tools

Make data-driven tool adoption decisions with comprehensive analysis of GitHub metrics, community sentiment, and development activity.

What It Does

Analyzes and compares developer tools by aggregating:

• ⭐ GitHub Metrics - Stars, commits, issues, contributors
• 📈 Activity Patterns - Release frequency, bus factor, code churn
• 💬 Community Sentiment - Reddit & Hacker News discussions
• 🏆 Comparative Scoring - Normalized rankings with weighted metrics

Quick Start

1. Enter tool names (e.g., Docker, Kubernetes, Podman)
2. Configure analysis depth (1-10 repos per tool)
3. Enable/disable sentiment analysis
4. Run and get results in JSON + CSV

Output

• Executive Summary - LLM-generated insights
• Ranking Table - Scored comparison (0-100)
• Detailed Metrics - Per-tool breakdown
• CSV Export - Ready for spreadsheets

Pricing

Pay Per Event - Simple, transparent pricing. No platform usage charges.

• $0.10 per tool analyzed
• $0.25 per comparison report

Examples:

• 2 tools: $0.45
• 5 tools: $0.75
• 10 tools: $1.25

Use Cases

✅ Evaluate tools before adoption
✅ Compare migration alternatives
✅ Assess tool health & sustainability
✅ Research market trends
✅ Share objective data with teams

Example

Input:

{
  "tools": ["Docker", "Podman"],
  "maxReposPerTool": 3,
  "sentimentFetch": true
}

Output:

{
  "ranking": [
    {"rank": 1, "tool": "Docker", "score": 85.4},
    {"rank": 2, "tool": "Podman", "score": 78.2}
  ],
  "summary": "Docker leads with strong community..."
}

Features

• 🚀 Fast analysis (10-35 seconds)
• 💾 Smart caching (24-hour TTL)
• 🔄 Rate limit handling
• 📊 Multiple output formats
• 🎯 Customizable depth
• 🔒 Optional GitHub token support

Support

Use the Issues tab for questions, bugs, or feature requests.

Join our Discord community for help!