<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <!-- Main Pages -->
  <url>
    <loc>https://pickbits.ai/</loc>
    <changefreq>weekly</changefreq>
    <priority>1.0</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/about</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/arcade</loc>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/consulting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/coaching</loc>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/dashboard</loc>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/experimenters</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/level-up</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university</loc>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>

  <!-- University Module 00: Prompt Engineering Fundamentals -->
  <url>
    <loc>https://pickbits.ai/university/module-00/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-00/anatomy-of-a-good-prompt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-00/common-prompting-anti-patterns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 01: From Vibe to Production -->
  <url>
    <loc>https://pickbits.ai/university/module-01/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-01/prototype-vs-production</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-01/vibe-to-production-pipeline</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-01/when-vibes-break</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 02: Clean Code for AI -->
  <url>
    <loc>https://pickbits.ai/university/module-02/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-02/naming-conventions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-02/refactoring-for-ai</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 03: AI-First TDD -->
  <url>
    <loc>https://pickbits.ai/university/module-03/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-03/ai-first-tdd</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-03/test-prompts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-03/validating-ai-tests</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 04: Architecture -->
  <url>
    <loc>https://pickbits.ai/university/module-04/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-04/architecture-decision-tree</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-04/prompting-by-project-type</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-04/when-to-go-vanilla</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 05: Configuration -->
  <url>
    <loc>https://pickbits.ai/university/module-05/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-05/claude-md-template</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-05/hierarchical-config</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-05/hooks-vs-rules</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 06: Context Management -->
  <url>
    <loc>https://pickbits.ai/university/module-06/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-06/at-mention-strategy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-06/context-budgeting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-06/when-ai-forgets</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 07: Code Review -->
  <url>
    <loc>https://pickbits.ai/university/module-07/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-07/code-review-checklist</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-07/incremental-vs-bigbang</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-07/plan-act-review</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 08: Security -->
  <url>
    <loc>https://pickbits.ai/university/module-08/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-08/common-ai-vulnerabilities</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-08/security-review-checklist</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-08/shift-left-security</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 10: Context Window -->
  <url>
    <loc>https://pickbits.ai/university/module-10/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-10/clear-vs-continue</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-10/feeding-context</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 11: Agent Patterns -->
  <url>
    <loc>https://pickbits.ai/university/module-11/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-11/agent-computer-interface</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-11/reflection-pattern</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-11/simple-prompts-vs-agents</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 12: Knowledge & RAG -->
  <url>
    <loc>https://pickbits.ai/university/module-12/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-12/chunking-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-12/codebase-knowledge-base</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-12/rag-vs-finetuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 13: Compression -->
  <url>
    <loc>https://pickbits.ai/university/module-13/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-13/compression-antipatterns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-13/llmlingua-integration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-13/relevance-filtering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 14: Debugging -->
  <url>
    <loc>https://pickbits.ai/university/module-14/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-14/hybrid-loops</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-14/ooda-for-debugging</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-14/repl-style-exploration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 15: Fractal Architecture -->
  <url>
    <loc>https://pickbits.ai/university/module-15/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-15/fractal-test</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-15/scaling-patterns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-15/why-ai-loves-fractals</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 16: MCP -->
  <url>
    <loc>https://pickbits.ai/university/module-16/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-16/building-mcp-servers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-16/database-integration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-16/mcp-security</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <!-- University Module 17: Multi-Agent -->
  <url>
    <loc>https://pickbits.ai/university/module-17/</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-17/critic-agent</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-17/multi-agent-antipatterns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/university/module-17/parallel-agent-supervision</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>



  <!-- Trending Articles -->
  <url>
    <loc>https://pickbits.ai/trending/exploiting-the-most-prominent-ai-agent-b</loc>
    <lastmod>2026-04-13</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/trending/palantir</loc>
    <lastmod>2026-04-13</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/trending/show-hn-claudraband-claude-code-for-the</loc>
    <lastmod>2026-04-13</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  <!-- /Trending Articles -->
  <url>
    <loc>https://pickbits.ai/cyberhawk/</loc>
    <lastmod>2026-04-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://pickbits.ai/cyberhawk/2026-04-15</loc>
    <lastmod>2026-04-15</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
</urlset>
