Revised Topics & Modern Tech Domains

Output

📋 Topics & Domains: Complete Proposal📋 12 Lifecycle Topics (WHAT phase)Current implementation - development lifecycle phases:


  Topic
  Purpose
📋 RequirementsGathering what needs to be built
📋 PlanningPrioritization, backlog, deciding what's next
🏗️ DesignArchitecture decisions, how things connect
📐 SchemaData models, types, database structure
🧪 PrototypeSpikes, POCs, trying things out
✨ FeatureBuilding real functionality
🐛 BugfixFixing broken things, debugging
🧪 TestingWriting tests, verification, QA
👁️ ReviewCode reviews, PR reviews, audits
📏 StandardsCoding standards, linting, conventions
📖 DocsDocumentation, guides, README
🗺️ RoadmapLong-term vision, future direction
🏢 Modern Tech Company Domains (WHERE)Domain teams you'd find at Stripe, Datadog, AWS, etc:


  Domain
  Owns
  Keywords

  🖥️ Frontend
  UI, components, client apps
  ui, view, component, page, button, form, css, react, vue, svelte, client

  ⚡ Backend
  APIs, services, business logic
  api, service, endpoint, route, handler, controller, server, graphql, rest

  🗄️ Database
  Data storage, queries, migrations
  database, db, sql, postgres, mysql, mongo, query, migration, index, table

  🔐 Security
  Vulnerabilities, encryption, compliance
  security, vulnerability, encrypt, ssl, tls, audit, compliance, cve, secret

  👤 Identity
  Auth, users, sessions, permissions
  auth, login, user, session, oauth, jwt, token, permission, role, access

  🌐 Network
  HTTP, WebSocket, DNS, CDN
  http, websocket, ws, dns, cdn, cors, proxy, load, balancer, ssl, tls, cert

  📊 Monitoring
  Observability, metrics, alerts
  monitor, metric, log, trace, alert, dashboard, grafana, datadog, apm, error

  🔗 Integration
  Third-party APIs, webhooks, SDKs
  webhook, sdk, external, third, party, stripe, aws, slack, email, sms

  🚀 Platform
  Deploy, CI/CD, infrastructure
  deploy, ci, cd, docker, k8s, terraform, aws, gcp, azure, infra, pipeline

  📄 Docs
  Documentation, guides, specs
  doc, readme, guide, spec, api, swagger, openapi, markdown, wiki

  🛟 Support
  Customer issues, tickets, escalations
  support, ticket, customer, issue, help, escalate, incident, oncall, pager

  🧰 Tooling
  Dev tools, CLI, build systems
  tool, cli, script, build, lint, format, dev, local, makefile, deno, npm

🔄 Example Classifications


  Work Item
  Topic (WHAT)
  Domain (WHERE)
"Add OAuth2 login flow"FeatureIdentity
"Fix XSS vulnerability in comments"BugfixSecurity
"Design database schema for orders"SchemaDatabase
"Add metrics dashboard for API latency"FeatureMonitoring
"Set up Kubernetes deployment"DesignPlatform
"Integrate Stripe webhooks"FeatureIntegration
"Write unit tests for auth service"TestingIdentity
"Add dark mode toggle"FeatureFrontend


📐 Summary: 12 Topics × 12 Domains
TOPICS (development lifecycle - WHAT phase):
  📋 Requirements → 📋 Planning → 🏗️ Design → 📐 Schema → 🧪 Prototype →
  ✨ Feature → 🐛 Bugfix → 🧪 Testing → 👁️ Review → 📏 Standards → 📖 Docs → 🗺️ Roadmap

DOMAINS (team ownership - WHERE in system):
  🖥️ Frontend    ⚡ Backend     🗄️ Database    🔐 Security
  👤 Identity    🌐 Network     📊 Monitoring  🔗 Integration
  🚀 Platform    📄 Docs        🛟 Support     🧰 Tooling

Total combinations: 12 × 12 = 144 possible classifications
But in practice, ~40-50 combinations will be commonly used


✅ Why These Domains Work
Frontend/Backend - Clear separation every company has
Database - Specific, not "Data" which is vague
Security - Distinct from Identity (vulns vs auth)
Identity - Auth/users, not generic "Auth"
Network - HTTP/WebSocket/CDN concerns
Monitoring - Observability is its own domain now
Integration - Third-party APIs, external systems
Platform - DevOps/SRE ownership (deploy, infra)
Support - Customer-facing issue handling
Tooling - Internal dev experience

Topic	Purpose
📋 Requirements	Gathering what needs to be built
📋 Planning	Prioritization, backlog, deciding what's next
🏗️ Design	Architecture decisions, how things connect
📐 Schema	Data models, types, database structure
🧪 Prototype	Spikes, POCs, trying things out
✨ Feature	Building real functionality
🐛 Bugfix	Fixing broken things, debugging
🧪 Testing	Writing tests, verification, QA
👁️ Review	Code reviews, PR reviews, audits
📏 Standards	Coding standards, linting, conventions
📖 Docs	Documentation, guides, README
🗺️ Roadmap	Long-term vision, future direction

Domain	Owns	Keywords
🖥️ Frontend	UI, components, client apps	ui, view, component, page, button, form, css, react, vue, svelte, client
⚡ Backend	APIs, services, business logic	api, service, endpoint, route, handler, controller, server, graphql, rest
🗄️ Database	Data storage, queries, migrations	database, db, sql, postgres, mysql, mongo, query, migration, index, table
🔐 Security	Vulnerabilities, encryption, compliance	security, vulnerability, encrypt, ssl, tls, audit, compliance, cve, secret
👤 Identity	Auth, users, sessions, permissions	auth, login, user, session, oauth, jwt, token, permission, role, access
🌐 Network	HTTP, WebSocket, DNS, CDN	http, websocket, ws, dns, cdn, cors, proxy, load, balancer, ssl, tls, cert
📊 Monitoring	Observability, metrics, alerts	monitor, metric, log, trace, alert, dashboard, grafana, datadog, apm, error
🔗 Integration	Third-party APIs, webhooks, SDKs	webhook, sdk, external, third, party, stripe, aws, slack, email, sms
🚀 Platform	Deploy, CI/CD, infrastructure	deploy, ci, cd, docker, k8s, terraform, aws, gcp, azure, infra, pipeline
📄 Docs	Documentation, guides, specs	doc, readme, guide, spec, api, swagger, openapi, markdown, wiki
🛟 Support	Customer issues, tickets, escalations	support, ticket, customer, issue, help, escalate, incident, oncall, pager
🧰 Tooling	Dev tools, CLI, build systems	tool, cli, script, build, lint, format, dev, local, makefile, deno, npm

Work Item	Topic (WHAT)	Domain (WHERE)
"Add OAuth2 login flow"	Feature	Identity
"Fix XSS vulnerability in comments"	Bugfix	Security
"Design database schema for orders"	Schema	Database
"Add metrics dashboard for API latency"	Feature	Monitoring
"Set up Kubernetes deployment"	Design	Platform
"Integrate Stripe webhooks"	Feature	Integration
"Write unit tests for auth service"	Testing	Identity
"Add dark mode toggle"	Feature	Frontend

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Details

Type General

Status Completed

Scope vibetools

Tags schemadomainstopicsarchitecture

Created 10 Jan 2026, 8:29 pm

Updated 10 Jan 2026, 8:30 pm

Timing

⏱️ 88.0s

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● TTFE 0% ● Thinking 100% ● Tools 0%

Created By claude

📋 Claude's Context

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{
  "id": "41f6b36c-a1e7-43ba-a645-b01c54a5102b",
  "type": "general",
  "status": "completed",
  "title": "Revised Topics & Modern Tech Domains",
  "description": "12 lifecycle topics + tech company domains like network, security, database",
  "context": {
    "output": "<div style=\"background:#1e1e1e;color:#e0e0e0;padding:20px;border-radius:8px;font-family:'Consolas','Monaco',monospace;\">\n<h2 style=\"font-family:sans-serif;color:#fff;margin:0 0 16px 0;\">📋 Topics & Domains: Complete Proposal</h2>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#e5c07b;margin:0 0 12px 0;\">📋 12 Lifecycle Topics (WHAT phase)</h3>\n<p style=\"margin:0 0 12px 0;color:#7f848e;\">Current implementation - development lifecycle phases:</p>\n<table style=\"width:100%;border-collapse:collapse;font-size:12px;\">\n<tr style=\"border-bottom:1px solid #444;\">\n  <th style=\"text-align:left;padding:6px;color:#98c379;width:25%;\">Topic</th>\n  <th style=\"text-align:left;padding:6px;color:#98c379;\">Purpose</th>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#f43f5e;color:#fff;padding:1px 6px;border-radius:3px;\">📋 Requirements</span></td><td style=\"padding:4px;color:#abb2bf;\">Gathering what needs to be built</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#14b8a6;color:#fff;padding:1px 6px;border-radius:3px;\">📋 Planning</span></td><td style=\"padding:4px;color:#abb2bf;\">Prioritization, backlog, deciding what's next</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 6px;border-radius:3px;\">🏗️ Design</span></td><td style=\"padding:4px;color:#abb2bf;\">Architecture decisions, how things connect</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 6px;border-radius:3px;\">📐 Schema</span></td><td style=\"padding:4px;color:#abb2bf;\">Data models, types, database structure</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#f97316;color:#fff;padding:1px 6px;border-radius:3px;\">🧪 Prototype</span></td><td style=\"padding:4px;color:#abb2bf;\">Spikes, POCs, trying things out</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 6px;border-radius:3px;\">✨ Feature</span></td><td style=\"padding:4px;color:#abb2bf;\">Building real functionality</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#ef4444;color:#fff;padding:1px 6px;border-radius:3px;\">🐛 Bugfix</span></td><td style=\"padding:4px;color:#abb2bf;\">Fixing broken things, debugging</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#8b5cf6;color:#fff;padding:1px 6px;border-radius:3px;\">🧪 Testing</span></td><td style=\"padding:4px;color:#abb2bf;\">Writing tests, verification, QA</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#ec4899;color:#fff;padding:1px 6px;border-radius:3px;\">👁️ Review</span></td><td style=\"padding:4px;color:#abb2bf;\">Code reviews, PR reviews, audits</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#eab308;color:#fff;padding:1px 6px;border-radius:3px;\">📏 Standards</span></td><td style=\"padding:4px;color:#abb2bf;\">Coding standards, linting, conventions</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#06b6d4;color:#fff;padding:1px 6px;border-radius:3px;\">📖 Docs</span></td><td style=\"padding:4px;color:#abb2bf;\">Documentation, guides, README</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\"><span style=\"background:#6366f1;color:#fff;padding:1px 6px;border-radius:3px;\">🗺️ Roadmap</span></td><td style=\"padding:4px;color:#abb2bf;\">Long-term vision, future direction</td></tr>\n</table>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#61afef;margin:0 0 12px 0;\">🏢 Modern Tech Company Domains (WHERE)</h3>\n<p style=\"margin:0 0 12px 0;color:#7f848e;\">Domain teams you'd find at Stripe, Datadog, AWS, etc:</p>\n<table style=\"width:100%;border-collapse:collapse;font-size:12px;\">\n<tr style=\"border-bottom:1px solid #444;\">\n  <th style=\"text-align:left;padding:8px;color:#98c379;width:22%;\">Domain</th>\n  <th style=\"text-align:left;padding:8px;color:#98c379;width:28%;\">Owns</th>\n  <th style=\"text-align:left;padding:8px;color:#98c379;\">Keywords</th>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">🖥️ Frontend</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">UI, components, client apps</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">ui, view, component, page, button, form, css, react, vue, svelte, client</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#8b5cf6;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">⚡ Backend</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">APIs, services, business logic</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">api, service, endpoint, route, handler, controller, server, graphql, rest</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#f59e0b;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">🗄️ Database</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">Data storage, queries, migrations</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">database, db, sql, postgres, mysql, mongo, query, migration, index, table</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#ef4444;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">🔐 Security</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">Vulnerabilities, encryption, compliance</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">security, vulnerability, encrypt, ssl, tls, audit, compliance, cve, secret</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#22c55e;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">👤 Identity</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">Auth, users, sessions, permissions</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">auth, login, user, session, oauth, jwt, token, permission, role, access</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#06b6d4;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">🌐 Network</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">HTTP, WebSocket, DNS, CDN</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">http, websocket, ws, dns, cdn, cors, proxy, load, balancer, ssl, tls, cert</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#ec4899;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">📊 Monitoring</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">Observability, metrics, alerts</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">monitor, metric, log, trace, alert, dashboard, grafana, datadog, apm, error</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#14b8a6;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">🔗 Integration</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">Third-party APIs, webhooks, SDKs</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">webhook, sdk, external, third, party, stripe, aws, slack, email, sms</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#f97316;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">🚀 Platform</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">Deploy, CI/CD, infrastructure</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">deploy, ci, cd, docker, k8s, terraform, aws, gcp, azure, infra, pipeline</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#64748b;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">📄 Docs</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">Documentation, guides, specs</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">doc, readme, guide, spec, api, swagger, openapi, markdown, wiki</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#84cc16;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">🛟 Support</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">Customer issues, tickets, escalations</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">support, ticket, customer, issue, help, escalate, incident, oncall, pager</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3a3a3a;\">\n  <td style=\"padding:6px;\"><span style=\"background:#a855f7;color:#fff;padding:2px 8px;border-radius:4px;font-weight:bold;\">🧰 Tooling</span></td>\n  <td style=\"padding:6px;color:#abb2bf;\">Dev tools, CLI, build systems</td>\n  <td style=\"padding:6px;font-size:10px;color:#7f848e;\">tool, cli, script, build, lint, format, dev, local, makefile, deno, npm</td>\n</tr>\n</table>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#c678dd;margin:0 0 12px 0;\">🔄 Example Classifications</h3>\n<table style=\"width:100%;border-collapse:collapse;font-size:11px;\">\n<tr style=\"border-bottom:1px solid #444;\">\n  <th style=\"text-align:left;padding:6px;color:#7f848e;\">Work Item</th>\n  <th style=\"text-align:left;padding:6px;color:#e5c07b;\">Topic (WHAT)</th>\n  <th style=\"text-align:left;padding:6px;color:#61afef;\">Domain (WHERE)</th>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">\"Add OAuth2 login flow\"</td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Feature</span></td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Identity</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">\"Fix XSS vulnerability in comments\"</td><td style=\"padding:4px;\"><span style=\"background:#ef4444;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Bugfix</span></td><td style=\"padding:4px;\"><span style=\"background:#ef4444;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Security</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">\"Design database schema for orders\"</td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Schema</span></td><td style=\"padding:4px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Database</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">\"Add metrics dashboard for API latency\"</td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Feature</span></td><td style=\"padding:4px;\"><span style=\"background:#ec4899;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Monitoring</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">\"Set up Kubernetes deployment\"</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Design</span></td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Platform</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">\"Integrate Stripe webhooks\"</td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Feature</span></td><td style=\"padding:4px;\"><span style=\"background:#14b8a6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Integration</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">\"Write unit tests for auth service\"</td><td style=\"padding:4px;\"><span style=\"background:#8b5cf6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Testing</span></td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Identity</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">\"Add dark mode toggle\"</td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Feature</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Frontend</span></td></tr>\n</table>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#f43f5e;margin:0 0 12px 0;\">📐 Summary: 12 Topics × 12 Domains</h3>\n<pre style=\"background:#252525;padding:12px;border-radius:4px;color:#e0e0e0;margin:0;overflow-x:auto;line-height:1.5;font-size:11px;\">\n<span style=\"color:#e5c07b;font-weight:bold;\">TOPICS</span> (development lifecycle - WHAT phase):\n  📋 Requirements → 📋 Planning → 🏗️ Design → 📐 Schema → 🧪 Prototype →\n  ✨ Feature → 🐛 Bugfix → 🧪 Testing → 👁️ Review → 📏 Standards → 📖 Docs → 🗺️ Roadmap\n\n<span style=\"color:#61afef;font-weight:bold;\">DOMAINS</span> (team ownership - WHERE in system):\n  🖥️ Frontend    ⚡ Backend     🗄️ Database    🔐 Security\n  👤 Identity    🌐 Network     📊 Monitoring  🔗 Integration\n  🚀 Platform    📄 Docs        🛟 Support     🧰 Tooling\n\n<span style=\"color:#7f848e;\">Total combinations: 12 × 12 = 144 possible classifications</span>\n<span style=\"color:#7f848e;\">But in practice, ~40-50 combinations will be commonly used</span>\n</pre>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\">\n<h3 style=\"color:#98c379;margin:0 0 12px 0;\">✅ Why These Domains Work</h3>\n<ul style=\"margin:0;padding-left:20px;line-height:1.8;\">\n<li><strong style=\"color:#3b82f6;\">Frontend/Backend</strong> - Clear separation every company has</li>\n<li><strong style=\"color:#f59e0b;\">Database</strong> - Specific, not \"Data\" which is vague</li>\n<li><strong style=\"color:#ef4444;\">Security</strong> - Distinct from Identity (vulns vs auth)</li>\n<li><strong style=\"color:#22c55e;\">Identity</strong> - Auth/users, not generic \"Auth\"</li>\n<li><strong style=\"color:#06b6d4;\">Network</strong> - HTTP/WebSocket/CDN concerns</li>\n<li><strong style=\"color:#ec4899;\">Monitoring</strong> - Observability is its own domain now</li>\n<li><strong style=\"color:#14b8a6;\">Integration</strong> - Third-party APIs, external systems</li>\n<li><strong style=\"color:#f97316;\">Platform</strong> - DevOps/SRE ownership (deploy, infra)</li>\n<li><strong style=\"color:#84cc16;\">Support</strong> - Customer-facing issue handling</li>\n<li><strong style=\"color:#a855f7;\">Tooling</strong> - Internal dev experience</li>\n</ul>\n</div>\n\n</div>",
    "requestedAt": "2026-01-10T10:45:00.000Z",
    "requestId": "b54fe7c8-9254-439f-ab07-a173adb0a811",
    "choices": [
      {
        "label": "This looks good",
        "value": "Proceed with 12 lifecycle topics and 12 modern tech domains. Create the gvDomain schema and implementation.",
        "primary": true
      },
      {
        "label": "Adjust domains",
        "value": "Modify the domain list - let me know which to add, remove, or rename."
      },
      {
        "label": "Test with real data",
        "value": "Re-run the 50 kontask analysis against this new list before implementing."
      }
    ],
    "turnTiming": {
      "totalMs": 88002,
      "ttfeMs": 71,
      "thinkingMs": 87931,
      "toolExecutionMs": 0,
      "toolCallCount": 0,
      "thinkingPct": 100,
      "toolsPct": 0,
      "ttfePct": 0
    }
  },
  "createdBy": "claude",
  "createdAt": "2026-01-10T10:29:03.967Z",
  "updatedAt": "2026-01-10T10:30:46.770Z",
  "requestId": "b54fe7c8-9254-439f-ab07-a173adb0a811",
  "scope": "vibetools",
  "tags": [
    "schema",
    "domains",
    "topics",
    "architecture"
  ],
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