{
  "owner": "Knowledge Hub",
  "hub": "Agentic Swarms Knowledge Hub",
  "last_updated": "2026-04-06",
  "publishing_target_per_week": 4,
  "seed_map": [
    {
      "slug": "/kb/concepts/heartbeat/",
      "type": "concept",
      "title": "Heartbeat in Agentic Systems",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/concepts/soul/",
      "type": "concept",
      "title": "Soul: Identity and Continuity Layer",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/concepts/agents/",
      "type": "concept",
      "title": "Agent Roles and Collaboration",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/concepts/tools/",
      "type": "concept",
      "title": "Tool Boundaries and Execution",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/concepts/user/",
      "type": "concept",
      "title": "User Intent, Constraints, and Approval",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/concepts/mcp/",
      "type": "concept",
      "title": "MCP in Agentic Architectures",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/concepts/ai-platforms-and-tools/",
      "type": "concept",
      "title": "AI Platforms and Tools",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/categories/",
      "type": "hub",
      "title": "KB Categories",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/concepts/llms-in-agentic-systems/",
      "type": "concept",
      "title": "LLMs in Agentic Systems",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/concepts/llm-modes-and-modalities/",
      "type": "concept",
      "title": "LLM Modes and Modalities",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/concepts/voice-agents/",
      "type": "concept",
      "title": "Voice Agents",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/concepts/local-and-open-weight-models/",
      "type": "concept",
      "title": "Local and Open-Weight Models",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/concepts/workflow-automation-and-agent-swarms/",
      "type": "concept",
      "title": "Workflow Automation and Agent Swarms",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/guides/design-your-first-swarm/",
      "type": "guide",
      "title": "Design Your First Agentic Swarm",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/guides/scope-agent-permissions/",
      "type": "guide",
      "title": "Scope Agent Permissions Safely",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/guides/run-evaluation-loops/",
      "type": "guide",
      "title": "Run Evaluation Loops That Catch Regressions",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/guides/human-in-the-loop-gates/",
      "type": "guide",
      "title": "Human-in-the-Loop Approval Gates",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/guides/production-observability-for-swarms/",
      "type": "guide",
      "title": "Production Observability for Swarms",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/guides/model-agnostic-strategy/",
      "type": "guide",
      "title": "LLM-Agnostic Strategy for Reliability",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/comparisons/swarm-vs-single-agent/",
      "type": "comparison",
      "title": "Swarm vs Single-Agent Systems",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/comparisons/planner-driven-vs-event-driven/",
      "type": "comparison",
      "title": "Planner-Driven vs Event-Driven Orchestration",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/comparisons/mcp-vs-direct-api-integration/",
      "type": "comparison",
      "title": "MCP vs Direct API Integration",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/comparisons/choosing-llm-tiers-and-families/",
      "type": "comparison",
      "title": "Choosing LLM Tiers and Families",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/comparisons/centralized-vs-federated-memory/",
      "type": "comparison",
      "title": "Centralized vs Federated Agent Memory",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/case-studies/engineering-code-review-swarm/",
      "type": "case-study",
      "title": "Engineering: Code Review Swarm",
      "status": "planned",
      "priority": 1
    },
    {
      "slug": "/kb/case-studies/support-triage-swarm/",
      "type": "case-study",
      "title": "Support: Triage and Escalation Swarm",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/case-studies/research-synthesis-swarm/",
      "type": "case-study",
      "title": "Research: Multi-Source Synthesis Swarm",
      "status": "planned",
      "priority": 2
    },
    {
      "slug": "/kb/case-studies/ops-incident-response-swarm/",
      "type": "case-study",
      "title": "Ops: Incident Response Swarm",
      "status": "planned",
      "priority": 1
    }
  ]
}