Key Insights Dashboard

Real-time metrics and analysis from the AI coding community

Community Insights & Metrics

<div class="metric-icon">📈</div>
<div class="metric-content">
  <div class="metric-value" id="growthRate">466.7%</div>
  <div class="metric-label">Community Growth</div>
  <div class="metric-detail">From Q1 2024 to Q2 2025</div>
</div>

<div class="metric-icon">⭐</div>
<div class="metric-content">
  <div class="metric-value" id="avgScore">86.7</div>
  <div class="metric-label">Average Post Score</div>
  <div class="metric-detail">Across all 47 posts</div>
</div>

<div class="metric-icon">👥</div>
<div class="metric-content">
  <div class="metric-value" id="uniqueAuthors">41</div>
  <div class="metric-label">Unique Contributors</div>
  <div class="metric-detail">Active community members</div>
</div>

<div class="metric-icon">🔥</div>
<div class="metric-content">
  <div class="metric-value" id="topScore">420</div>
  <div class="metric-label">Highest Score</div>
  <div class="metric-detail">Ultimate Vibe Coding Guide</div>
</div>

Score Distribution

Posting Frequency Heatmap

Subreddit Activity

Top Categories

Emerging Trends

<h3>🚀 Rising Topics</h3>
<ul>
  <li><strong>Agentic Workflows</strong> - Multi-agent orchestration patterns</li>
  <li><strong>Context Management</strong> - GitSHA anchoring, handover procedures</li>
  <li><strong>Production Practices</strong> - TDD, security reviews, deployment</li>
</ul>

<h3>📊 Established Practices</h3>
<ul>
  <li><strong>Vibe Coding</strong> - Structured prompting methodology</li>
  <li><strong>.cursorrules</strong> - Project-specific AI guidelines</li>
  <li><strong>Junior Dev Model</strong> - Treating AI as a trainee developer</li>
</ul>

<h3>🔄 Evolving Concepts</h3>
<ul>
  <li><strong>Memory Systems</strong> - From static to dynamic documentation</li>
  <li><strong>Model Selection</strong> - Task-specific model deployment</li>
  <li><strong>Automation</strong> - CI/CD integration with AI agents</li>
</ul>

Key Findings

<h3>Community Growth Pattern</h3>
<p>Post frequency increased from 3 posts in Q1 2024 to 12 posts in Q2 2025, showing sustained community engagement and interest in AI coding practices.</p>

<h3>Quality Over Quantity</h3>
<p>The highest-scoring posts are comprehensive guides rather than quick tips, with the top 5 posts all exceeding 300 points and providing detailed workflows.</p>

<h3>Subreddit Specialization</h3>
<p>r/cursor dominates with 53% of posts focusing on practical workflows, while r/ClaudeAI hosts theoretical discussions and r/ChatGPTCoding bridges both.</p>

<h3>Evolution of Best Practices</h3>
<p>Clear progression from basic prompting (2024) to structured workflows (early 2025) to sophisticated multi-agent systems (mid 2025).</p>