tractatus/scripts/apply-production-fixes.js

/**
 * Apply all content fixes to production database
 * 1. Remove fictional content from Inflection Point document
 * 2. Resequence cards pedagogically in all documents
 */
const { MongoClient } = require('mongodb');
require('dotenv').config({ path: '/var/www/tractatus/.env' });

const MONGODB_URI = process.env.MONGODB_URI || 'mongodb://localhost:27017';
const DB_NAME = process.env.MONGODB_DB || 'tractatus_prod';

// Pedagogical ordering strategies
const ORDERING_STRATEGIES = {
  'getting-started': ['conceptual', 'critical', 'practical', 'technical', 'reference'],
  'research-theory': ['critical', 'conceptual', 'technical', 'practical', 'reference'],
  'technical-reference': ['conceptual', 'technical', 'practical', 'critical', 'reference'],
  'advanced-topics': ['critical', 'conceptual', 'technical', 'practical', 'reference'],
  'business-leadership': ['conceptual', 'critical', 'practical', 'technical', 'reference']
};

function resequenceSections(sections, strategy) {
  if (!sections || sections.length === 0) return sections;

  const order = ORDERING_STRATEGIES[strategy] || ORDERING_STRATEGIES['getting-started'];

  const priorityMap = {};
  order.forEach((category, idx) => {
    priorityMap[category] = idx;
  });

  const resequenced = [...sections].sort((a, b) => {
    const priorityA = priorityMap[a.category] ?? 999;
    const priorityB = priorityMap[b.category] ?? 999;

    if (priorityA !== priorityB) {
      return priorityA - priorityB;
    }

    return a.number - b.number;
  });

  resequenced.forEach((section, idx) => {
    section.number = idx + 1;
  });

  return resequenced;
}

async function run() {
  const client = new MongoClient(MONGODB_URI);
  await client.connect();

  const db = client.db(DB_NAME);
  const collection = db.collection('documents');

  console.log('═══════════════════════════════════════════════════════════');
  console.log('  APPLYING PRODUCTION FIXES');
  console.log('═══════════════════════════════════════════════════════════\n');

  console.log(`Database: ${DB_NAME}`);
  console.log(`URI: ${MONGODB_URI}\n`);

  // Fix 1: Remove fictional content from Inflection Point document
  console.log('\n📝 FIX 1: Inflection Point - Remove Fictional Content\n');

  const inflectionDoc = await collection.findOne({ slug: 'executive-summary-tractatus-inflection-point' });

  if (inflectionDoc && inflectionDoc.sections) {
    const sectionsToRemove = [];

    // Fix section 1: Remove "six months of production deployment"
    const section1 = inflectionDoc.sections.find(s => s.title === 'The Key Finding');
    if (section1) {
      section1.excerpt = section1.excerpt
        .replace(/After six months of production deployment,?\s*/i, '')
        .replace(/we've reached/i, 'We\'ve identified')
        .replace(/We've reached/i, 'We\'ve identified');

      section1.content_html = section1.content_html
        .replace(/After six months of production deployment,?\s*/i, '')
        .replace(/we've reached/i, 'we\'ve identified')
        .replace(/We've reached/i, 'We\'ve identified');

      console.log('  ✓ Fixed: "The Key Finding" - removed fictional deployment claim');
    }

    // Remove section 2: "The Numbers That Matter"
    const section2Idx = inflectionDoc.sections.findIndex(s => s.title === 'The Numbers That Matter');
    if (section2Idx >= 0) {
      sectionsToRemove.push(section2Idx);
      console.log('  ✓ Removed: "The Numbers That Matter" - fabricated statistics table');
    }

    // Remove section 7: "Evidence That Matters: The Test That Changed Everything"
    const section7Idx = inflectionDoc.sections.findIndex(s => s.title === 'Evidence That Matters: The Test That Changed Everything');
    if (section7Idx >= 0) {
      sectionsToRemove.push(section7Idx);
      console.log('  ✓ Removed: "Evidence That Matters" - fabricated test results');
    }

    // Remove sections in reverse order
    sectionsToRemove.sort((a, b) => b - a).forEach(idx => {
      inflectionDoc.sections.splice(idx, 1);
    });

    // Renumber
    inflectionDoc.sections.forEach((section, idx) => {
      section.number = idx + 1;
    });

    await collection.updateOne(
      { slug: 'executive-summary-tractatus-inflection-point' },
      {
        $set: {
          sections: inflectionDoc.sections,
          updated_at: new Date()
        }
      }
    );

    console.log(`\n  ✅ Inflection Point fixed: ${inflectionDoc.sections.length} sections remaining\n`);
  } else {
    console.log('  ⚠️  Inflection Point document not found\n');
  }

  // Fix 2: Resequence all documents pedagogically
  console.log('\n📝 FIX 2: Resequence Cards Pedagogically\n');

  const PUBLIC_SLUGS = [
    'introduction', 'core-concepts', 'executive-summary-tractatus-inflection-point',
    'implementation-guide-v1.1', 'implementation-guide', 'implementation-guide-python-examples',
    'tractatus-framework-research', 'pluralistic-values-research-foundations',
    'the-27027-incident-a-case-study-in-pattern-recognition-bias',
    'real-world-ai-governance-a-case-study-in-framework-failure-and-recovery',
    'llm-integration-feasibility-research-scope',
    'research-topic-concurrent-session-architecture',
    'research-topic-rule-proliferation-transactional-overhead',
    'technical-architecture', 'api-reference-complete', 'api-javascript-examples',
    'api-python-examples', 'openapi-specification',
    'value-pluralism-faq', 'tractatus-ai-safety-framework-core-values-and-principles',
    'organizational-theory-foundations', 'business-case-tractatus-framework'
  ];

  let resequencedCount = 0;

  for (const slug of PUBLIC_SLUGS) {
    const doc = await collection.findOne({ slug });

    if (!doc || !doc.sections || doc.sections.length === 0) {
      continue;
    }

    const strategy = doc.category || 'getting-started';
    const resequencedSections = resequenceSections([...doc.sections], strategy);

    await collection.updateOne(
      { slug },
      {
        $set: {
          sections: resequencedSections,
          updated_at: new Date()
        }
      }
    );

    resequencedCount++;
    console.log(`  ✓ Resequenced: ${doc.title}`);
  }

  console.log(`\n  ✅ Resequenced ${resequencedCount} documents\n`);

  console.log('═══════════════════════════════════════════════════════════');
  console.log('  PRODUCTION FIXES COMPLETE');
  console.log('═══════════════════════════════════════════════════════════\n');

  console.log('Summary:');
  console.log('  • Removed fictional content from Inflection Point');
  console.log(`  • Resequenced ${resequencedCount} documents pedagogically`);
  console.log('');

  await client.close();
}

run().catch(console.error);