diff --git a/src/app/App.tsx b/src/app/App.tsx
index 17fbf10..fe21f2c 100644
--- a/src/app/App.tsx
+++ b/src/app/App.tsx
@@ -11,6 +11,7 @@ import SidebarNav from '../components/SidebarNav';
 import Header from '../components/Header';
 import MobileDrawer from '../components/MobileDrawer';
 import SearchPanel from '../features/search/SearchPanel';
+import JobMetrics from '../components/JobMetrics';
 import ErrorBoundary from '../components/ErrorBoundary';
 import Editor from '../features/editor/Editor';
 import { useMediaQuery } from '../hooks/useMediaQuery';
@@ -165,6 +166,8 @@ const AppContent: React.FC = () => {
           />
         </div>
       )}
+
+      <JobMetrics />
     </div>
   );
 };
diff --git a/src/components/JobMetrics.tsx b/src/components/JobMetrics.tsx
index d9d9014..8ecced0 100644
--- a/src/components/JobMetrics.tsx
+++ b/src/components/JobMetrics.tsx
@@ -12,30 +12,38 @@ const JobMetrics: React.FC = () => {
     return () => clearInterval(interval);
   }, []);
 
+  // Only show in development
+  if (!import.meta.env.DEV) {
+    return null;
+  }
+
   return (
-    <div className="job-metrics-panel" style={{
-      position: 'fixed',
-      bottom: '10px',
-      right: '10px',
-      background: 'rgba(0, 0, 0, 0.8)',
-      color: '#fff',
-      padding: '10px',
-      borderRadius: '5px',
-      fontSize: '12px',
-      zIndex: 9999,
-      pointerEvents: 'none',
-      fontFamily: 'monospace'
-    }}>
-      <h4 style={{ margin: '0 0 5px 0', borderBottom: '1px solid #444' }}>Job Queue Metrics</h4>
-      <div style={{ display: 'grid', gridTemplateColumns: '1fr 1fr', gap: '5px' }}>
-        <span>Queued:</span> <span>{metrics.queued}</span>
-        <span>Running:</span> <span>{metrics.running}</span>
-        <span>Completed:</span> <span>{metrics.completed}</span>
-        <span>Failed:</span> <span>{metrics.failed}</span>
-        <span>Cancelled:</span> <span>{metrics.cancelled}</span>
-        <span>Coalesced:</span> <span>{metrics.coalesced}</span>
-        <span>Avg Wait:</span> <span>{metrics.avgWaitTime.toFixed(0)}ms</span>
-        <span>Avg Exec:</span> <span>{metrics.avgExecutionTime.toFixed(0)}ms</span>
+    <div className="job-metrics-panel">
+      <h4>Job Queue Metrics</h4>
+      <div className="metrics-grid">
+        <span className="metric-label">Queued:</span>
+        <span className="metric-value">{metrics.queued}</span>
+
+        <span className="metric-label">Running:</span>
+        <span className="metric-value">{metrics.running}</span>
+
+        <span className="metric-label">Completed:</span>
+        <span className="metric-value">{metrics.completed}</span>
+
+        <span className="metric-label">Failed:</span>
+        <span className="metric-value">{metrics.failed}</span>
+
+        <span className="metric-label">Cancelled:</span>
+        <span className="metric-value">{metrics.cancelled}</span>
+
+        <span className="metric-label">Coalesced:</span>
+        <span className="metric-value">{metrics.coalesced}</span>
+
+        <span className="metric-label">Avg Wait:</span>
+        <span className="metric-value">{metrics.avgWaitTime.toFixed(0)}ms</span>
+
+        <span className="metric-label">Avg Exec:</span>
+        <span className="metric-value">{metrics.avgExecutionTime.toFixed(0)}ms</span>
       </div>
     </div>
   );
diff --git a/src/features/ai/AIHarness.tsx b/src/features/ai/AIHarness.tsx
index 8035974..e0dde66 100644
--- a/src/features/ai/AIHarness.tsx
+++ b/src/features/ai/AIHarness.tsx
@@ -1,18 +1,105 @@
-import React from 'react';
-
-const AIHarness: React.FC = () => (
-  <div className="chat-view">
-    <h2>AI Harness</h2>
-    <div className="messages-list">
-      <div className="message assistant">
-        AI agent ready to assist with TRIZ analysis and knowledge synthesis.
+import React, { useState } from 'react';
+
+const AIHarness: React.FC = () => {
+  const [activePanel, setActivePanel] = useState<'prompt' | 'context' | 'log' | 'artifacts'>('prompt');
+
+  return (
+    <div className="ai-harness-view">
+      <div className="ai-harness-header">
+        <div className="header-main">
+          <h2>AI Harness</h2>
+          <span className="experimental-badge">Experimental Lab</span>
+        </div>
+        <div className="model-status-banner">
+          <span className="status-dot warning"></span>
+          <span className="status-text">Local model unavailable. Configure provider in settings.</span>
+        </div>
+      </div>
+
+      <div className="harness-layout">
+        <nav className="harness-tabs">
+          <button
+            className={activePanel === 'prompt' ? 'active' : ''}
+            onClick={() => setActivePanel('prompt')}
+          >
+            Prompt
+          </button>
+          <button
+            className={activePanel === 'context' ? 'active' : ''}
+            onClick={() => setActivePanel('context')}
+          >
+            Context
+          </button>
+          <button
+            className={activePanel === 'log' ? 'active' : ''}
+            onClick={() => setActivePanel('log')}
+          >
+            Run Log
+          </button>
+          <button
+            className={activePanel === 'artifacts' ? 'active' : ''}
+            onClick={() => setActivePanel('artifacts')}
+          >
+            Artifacts
+          </button>
+        </nav>
+
+        <div className="harness-content">
+          {activePanel === 'prompt' && (
+            <div className="panel prompt-panel">
+              <div className="panel-header">
+                <h3>System & User Prompt</h3>
+              </div>
+              <textarea
+                className="prompt-editor"
+                placeholder="Enter prompt templates..."
+                disabled
+              />
+              <div className="panel-footer">
+                <button className="primary" disabled>
+                  Execute Chain (Behavior Pending)
+                </button>
+              </div>
+            </div>
+          )}
+
+          {activePanel === 'context' && (
+            <div className="panel context-panel">
+              <div className="panel-header">
+                <h3>Retrieved Context</h3>
+              </div>
+              <div className="empty-panel-state">
+                No context retrieved. Run a chain to see RAG results.
+              </div>
+            </div>
+          )}
+
+          {activePanel === 'log' && (
+            <div className="panel log-panel">
+              <div className="panel-header">
+                <h3>Execution Trace</h3>
+              </div>
+              <div className="log-entries">
+                <div className="log-entry info">Lab environment initialized.</div>
+                <div className="log-entry warning">Waiting for model configuration...</div>
+              </div>
+            </div>
+          )}
+
+          {activePanel === 'artifacts' && (
+            <div className="panel artifacts-panel">
+              <div className="panel-header">
+                <h3>Generated Artifacts</h3>
+              </div>
+              <div className="empty-panel-state">
+                No artifacts generated in this session.
+              </div>
+            </div>
+          )}
+        </div>
       </div>
     </div>
-    <div className="chat-controls">
-      <input type="text" placeholder="Ask the AI agent..." />
-      <button className="primary">Send</button>
-    </div>
-  </div>
-);
+  );
+};
 
 export default AIHarness;
diff --git a/src/features/export/ExportPanel.tsx b/src/features/export/ExportPanel.tsx
index abd907b..a0f4230 100644
--- a/src/features/export/ExportPanel.tsx
+++ b/src/features/export/ExportPanel.tsx
@@ -1,9 +1,44 @@
-import React, { useEffect } from 'react';
+import React, { useEffect, useState } from 'react';
 import { jobCoordinator } from '../../lib/jobs';
 import { logger } from '../../lib/logger';
+import { repository } from '../../db/repository';
+
+type ExportFormat = 'markdown' | 'json' | 'sqlite' | 'graph' | 'site';
+type ExportScope = 'all' | 'selected' | 'neighborhood' | 'search';
+
+interface Stats {
+  entities: number;
+  claims: number;
+  links: number;
+}
 
 const ExportPanel: React.FC = () => {
+  const [selectedFormat, setSelectedFormat] = useState<ExportFormat>('markdown');
+  const [selectedScope, setSelectedScope] = useState<ExportScope>('all');
+  const [stats, setStats] = useState<Stats>({ entities: 0, claims: 0, links: 0 });
+  const [exportStatus, setExportStatus] = useState<'idle' | 'running' | 'completed' | 'failed'>('idle');
+  const [error, setError] = useState<string | null>(null);
+
   useEffect(() => {
+    const fetchStats = async () => {
+      try {
+        const [entities, claims, links] = await Promise.all([
+          repository.getAllEntities(),
+          repository.getAllClaims(),
+          repository.getAllLinks(),
+        ]);
+        setStats({
+          entities: entities.length,
+          claims: claims.length,
+          links: links.length,
+        });
+      } catch (err) {
+        logger.error('Failed to fetch stats for export', err);
+      }
+    };
+
+    fetchStats();
+
     jobCoordinator.registerHandler('prepare-export', async (payload) => {
       const { format } = payload as { format: string };
       logger.info(`Preparing export for format: ${format}`);
@@ -11,20 +46,115 @@ const ExportPanel: React.FC = () => {
       await new Promise(resolve => setTimeout(resolve, 2000));
       logger.info(`Export prepared: ${format}`);
     });
+
+    return () => {
+      jobCoordinator.unregisterHandler('prepare-export');
+    };
   }, []);
 
-  const handleExport = (format: string) => {
-    jobCoordinator.enqueue('prepare-export', format, { format });
+  const handleExport = async () => {
+    setExportStatus('running');
+    setError(null);
+    try {
+      jobCoordinator.enqueue('prepare-export', selectedFormat, {
+        format: selectedFormat,
+        scope: selectedScope,
+      });
+      // In a real app, we would listen for the specific job completion
+      // For this demo, we'll simulate the wait
+      await new Promise(resolve => setTimeout(resolve, 2500));
+      setExportStatus('completed');
+    } catch (err) {
+      setExportStatus('failed');
+      setError(err instanceof Error ? err.message : 'Export failed');
+    }
   };
 
+  const formats: { id: ExportFormat; label: string; description: string }[] = [
+    { id: 'markdown', label: 'Markdown', description: 'Interconnected .md files with wikilinks' },
+    { id: 'json', label: 'JSON', description: 'Machine-readable knowledge graph' },
+    { id: 'sqlite', label: 'SQLite Snapshot', description: 'Full offline storage backup' },
+    { id: 'graph', label: 'Graph Data', description: 'D3/Sigma compatible JSON' },
+    { id: 'site', label: 'Static Site', description: 'Self-hosted web exploration' },
+  ];
+
   return (
-    <div className="editor-container">
-      <h2>Export</h2>
-      <p>Export your knowledge base to various formats.</p>
-      <div className="toolbar">
-        <button className="primary" onClick={() => handleExport('markdown')}>Export as Markdown</button>
-        <button onClick={() => handleExport('json')}>Export as JSON</button>
-        <button onClick={() => handleExport('site')}>Export as Static Site</button>
+    <div className="export-view">
+      <div className="export-header">
+        <h2>Export & Sync</h2>
+        <p className="export-intro">
+          Your local SQLite/OPFS storage is the canonical source of truth.
+          Use exports to share knowledge or create portable artifacts.
+        </p>
+      </div>
+
+      <section className="export-section">
+        <h3>1. Select Format</h3>
+        <div className="format-grid">
+          {formats.map((f) => (
+            <button
+              key={f.id}
+              className={`format-card ${selectedFormat === f.id ? 'selected' : ''}`}
+              onClick={() => setSelectedFormat(f.id)}
+            >
+              <span className="format-label">{f.label}</span>
+              <span className="format-desc">{f.description}</span>
+            </button>
+          ))}
+        </div>
+      </section>
+
+      <section className="export-section">
+        <h3>2. Define Scope</h3>
+        <div className="scope-selector">
+          {(['all', 'selected', 'neighborhood', 'search'] as ExportScope[]).map((s) => (
+            <button
+              key={s}
+              className={`filter-chip ${selectedScope === s ? 'active' : ''}`}
+              onClick={() => setSelectedScope(s)}
+            >
+              {s.charAt(0).toUpperCase() + s.slice(1)}
+            </button>
+          ))}
+        </div>
+      </section>
+
+      <div className="export-footer">
+        <div className="export-stats">
+          <div className="stat-item">
+            <span className="stat-value">{stats.entities}</span>
+            <span className="stat-label">Entities</span>
+          </div>
+          <div className="stat-item">
+            <span className="stat-value">{stats.claims}</span>
+            <span className="stat-label">Claims</span>
+          </div>
+          <div className="stat-item">
+            <span className="stat-value">{stats.links}</span>
+            <span className="stat-label">Links</span>
+          </div>
+        </div>
+
+        <div className="export-actions">
+          <button
+            className={`primary export-button ${exportStatus === 'running' ? 'loading' : ''}`}
+            onClick={handleExport}
+            disabled={exportStatus === 'running'}
+          >
+            {exportStatus === 'running' ? 'Preparing Artifacts...' : 'Generate Export'}
+          </button>
+
+          {exportStatus === 'completed' && (
+            <div className="status-message success">
+              Export complete! Artifacts available in Lab/Downloads.
+            </div>
+          )}
+          {exportStatus === 'failed' && (
+            <div className="status-message error">
+              {error || 'Export failed. Check logs for details.'}
+            </div>
+          )}
+        </div>
       </div>
     </div>
   );
diff --git a/src/styles/components.css b/src/styles/components.css
index 7338659..3be986b 100644
--- a/src/styles/components.css
+++ b/src/styles/components.css
@@ -655,3 +655,47 @@ input:focus, select:focus {
   border-color: var(--border-focus);
   box-shadow: 0 0 0 2px rgba(37, 99, 235, 0.1);
 }
+
+/* Job Metrics Overlay */
+.job-metrics-panel {
+  position: fixed;
+  bottom: var(--space-4);
+  right: var(--space-4);
+  background: var(--bg-surface);
+  color: var(--text-primary);
+  padding: var(--space-4);
+  border-radius: var(--radius-md);
+  box-shadow: var(--shadow-md);
+  border: 1px solid var(--border-default);
+  font-size: 11px;
+  z-index: 9999;
+  pointer-events: none;
+  font-family: var(--font-mono);
+  min-width: 200px;
+}
+
+.job-metrics-panel h4 {
+  margin: 0 0 var(--space-2) 0;
+  border-bottom: 1px solid var(--border-default);
+  padding-bottom: var(--space-1);
+  font-size: 10px;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  letter-spacing: 0.05em;
+}
+
+.metrics-grid {
+  display: grid;
+  grid-template-columns: 1fr auto;
+  gap: var(--space-1) var(--space-4);
+}
+
+.metric-label {
+  color: var(--text-secondary);
+}
+
+.metric-value {
+  font-weight: 700;
+  color: var(--text-primary);
+  text-align: right;
+}
diff --git a/src/styles/features.css b/src/styles/features.css
index b94b86c..baa0a51 100644
--- a/src/styles/features.css
+++ b/src/styles/features.css
@@ -13,7 +13,7 @@
 }
 
 /* Feature specific containers */
-.editor-container, .chat-view {
+.editor-container, .chat-view, .export-view, .ai-harness-view {
   background: var(--bg-surface);
   border-radius: var(--radius-lg);
   box-shadow: var(--shadow-sm);
@@ -23,11 +23,283 @@
 }
 
 @media (min-width: 768px) {
-  .editor-container, .chat-view {
+  .editor-container, .chat-view, .export-view, .ai-harness-view {
     padding: var(--space-8);
   }
 }
 
+/* Export View Styles */
+.export-header {
+  margin-bottom: var(--space-8);
+}
+
+.export-intro {
+  color: var(--text-secondary);
+  font-size: 15px;
+  max-width: 600px;
+  margin-top: var(--space-2);
+}
+
+.export-section {
+  margin-bottom: var(--space-8);
+}
+
+.export-section h3 {
+  font-size: 14px;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  letter-spacing: 0.05em;
+  margin-bottom: var(--space-4);
+}
+
+.format-grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fill, minmax(240px, 1fr));
+  gap: var(--space-4);
+}
+
+.format-card {
+  display: flex;
+  flex-direction: column;
+  align-items: flex-start;
+  text-align: left;
+  padding: var(--space-4);
+  background: var(--bg-surface);
+  border: 2px solid var(--border-default);
+  border-radius: var(--radius-md);
+  transition: all var(--motion-fast);
+  cursor: pointer;
+  width: 100%;
+}
+
+.format-card:hover {
+  border-color: var(--text-muted);
+}
+
+.format-card.selected {
+  border-color: var(--interactive-primary);
+  background: var(--bg-active);
+}
+
+.format-label {
+  font-weight: 700;
+  font-size: 16px;
+  color: var(--text-primary);
+  margin-bottom: var(--space-1);
+}
+
+.format-desc {
+  font-size: 13px;
+  color: var(--text-secondary);
+  line-height: 1.4;
+}
+
+.scope-selector {
+  display: flex;
+  gap: var(--space-2);
+  flex-wrap: wrap;
+}
+
+.export-footer {
+  margin-top: var(--space-10);
+  padding-top: var(--space-8);
+  border-top: 1px solid var(--border-default);
+  display: flex;
+  flex-direction: column;
+  gap: var(--space-6);
+}
+
+.export-stats {
+  display: flex;
+  gap: var(--space-8);
+}
+
+.stat-item {
+  display: flex;
+  flex-direction: column;
+}
+
+.stat-value {
+  font-size: 24px;
+  font-weight: 700;
+  color: var(--text-primary);
+  line-height: 1;
+}
+
+.stat-label {
+  font-size: 12px;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  font-weight: 600;
+  margin-top: var(--space-1);
+}
+
+.export-actions {
+  display: flex;
+  flex-direction: column;
+  gap: var(--space-4);
+  align-items: flex-start;
+}
+
+.export-button {
+  min-width: 200px;
+}
+
+.export-button.loading {
+  cursor: wait;
+  opacity: 0.8;
+}
+
+/* AI Harness View Styles */
+.ai-harness-header {
+  margin-bottom: var(--space-6);
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  flex-wrap: wrap;
+  gap: var(--space-4);
+}
+
+.header-main {
+  display: flex;
+  align-items: center;
+}
+
+.model-status-banner {
+  display: flex;
+  align-items: center;
+  gap: var(--space-2);
+  padding: var(--space-2) var(--space-4);
+  background: var(--bg-base);
+  border-radius: var(--radius-full);
+  border: 1px solid var(--border-default);
+}
+
+.status-dot {
+  width: 8px;
+  height: 8px;
+  border-radius: 50%;
+}
+
+.status-dot.warning {
+  background: var(--status-warning);
+}
+
+.status-dot.success {
+  background: var(--status-success);
+}
+
+.status-text {
+  font-size: 12px;
+  font-weight: 600;
+  color: var(--text-secondary);
+}
+
+.harness-layout {
+  display: flex;
+  flex-direction: column;
+  gap: var(--space-4);
+  height: 600px;
+}
+
+.harness-tabs {
+  display: flex;
+  gap: var(--space-1);
+  border-bottom: 1px solid var(--border-default);
+}
+
+.harness-tabs button {
+  background: transparent;
+  border: none;
+  border-bottom: 2px solid transparent;
+  border-radius: 0;
+  padding: var(--space-2) var(--space-4);
+  font-size: 14px;
+  font-weight: 600;
+  color: var(--text-muted);
+  min-height: auto;
+}
+
+.harness-tabs button:hover {
+  color: var(--text-secondary);
+}
+
+.harness-tabs button.active {
+  color: var(--interactive-primary);
+  border-bottom-color: var(--interactive-primary);
+}
+
+.harness-content {
+  flex: 1;
+  background: var(--bg-base);
+  border-radius: var(--radius-md);
+  border: 1px solid var(--border-default);
+  overflow: hidden;
+}
+
+.panel {
+  display: flex;
+  flex-direction: column;
+  height: 100%;
+}
+
+.panel-header {
+  padding: var(--space-3) var(--space-4);
+  border-bottom: 1px solid var(--border-default);
+  background: var(--bg-surface);
+}
+
+.panel-header h3 {
+  font-size: 12px;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  letter-spacing: 0.05em;
+}
+
+.prompt-editor {
+  flex: 1;
+  padding: var(--space-4);
+  font-family: var(--font-mono);
+  font-size: 14px;
+  border: none;
+  resize: none;
+  background: transparent;
+  width: 100%;
+}
+
+.panel-footer {
+  padding: var(--space-4);
+  background: var(--bg-surface);
+  border-top: 1px solid var(--border-default);
+  display: flex;
+  justify-content: flex-end;
+}
+
+.empty-panel-state {
+  flex: 1;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  color: var(--text-muted);
+  font-style: italic;
+  font-size: 14px;
+}
+
+.log-entries {
+  flex: 1;
+  padding: var(--space-4);
+  font-family: var(--font-mono);
+  font-size: 12px;
+  overflow-y: auto;
+  display: flex;
+  flex-direction: column;
+  gap: var(--space-2);
+}
+
+.log-entry.info { color: var(--text-secondary); }
+.log-entry.warning { color: var(--status-warning); }
+.log-entry.error { color: var(--status-danger); }
+
 .toolbar {
   display: flex;
   gap: var(--space-2);