diff --git a/ISSUE_GENERATION_SUMMARY.md b/ISSUE_GENERATION_SUMMARY.md
new file mode 100644
index 0000000..853c800
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+++ b/ISSUE_GENERATION_SUMMARY.md
@@ -0,0 +1,295 @@
+# Issue Generation from Roadmap - Summary
+
+## What Was Done
+
+This PR implements a complete solution for generating GitHub issues from the DMARQ roadmap documentation.
+
+### Created Files
+
+1. **`scripts/generate_issues.py`** (410 lines)
+   - Python script that parses ROADMAP.md
+   - Extracts tasks from three main sections:
+     - Security Remediation Sprint
+     - Milestones 4-11
+     - Continuous Improvements
+   - Generates structured issue data in multiple formats
+
+2. **`generated_issues/issues.json`** (32 KB)
+   - JSON file with 54 issues
+   - Includes title, body, labels, milestone, and assignees
+   - Ready for programmatic import via GitHub API
+
+3. **`generated_issues/issues_preview.md`** (25 KB)
+   - Human-readable markdown preview
+   - Organized by milestone
+   - Allows manual review before creating issues
+
+4. **`generated_issues/create_issues.sh`** (39 KB)
+   - Executable bash script
+   - Uses GitHub CLI to create all 54 issues
+   - Includes error handling and rate limiting
+
+5. **`generated_issues/README.md`** (6.5 KB)
+   - Comprehensive documentation
+   - Usage instructions for all three import methods
+   - Label and milestone reference guide
+
+## Issue Breakdown
+
+### Total: 54 Issues
+
+#### Security Remediation Sprint (7 issues - HIGHEST PRIORITY)
+1. **[Security Sprint] Authentication & Authorization** (CRITICAL)
+2. **[Security Sprint] Secret Management** (CRITICAL)
+3. **[Security Sprint] XML Parsing Security** (HIGH)
+4. **[Security Sprint] Input Validation** (HIGH)
+5. **[Security Sprint] Security Headers** (MEDIUM)
+6. **[Security Sprint] CORS Configuration** (MEDIUM)
+7. **[Security Sprint] Error Handling** (MEDIUM)
+
+#### Milestone 4: Enhanced Dashboard & Visualization (6 issues)
+- Historical trend charts
+- Compliance rate visualizations
+- Volume and sender analytics
+- Time-series data displays
+- Domain comparison views
+- Security enhancements (XSS prevention, CSP)
+
+#### Milestone 5: User Authentication & Multi-User Support (6 issues)
+- FastAPI Users integration
+- User registration and management
+- JWT-based authentication
+- Role-based access control (RBAC)
+- Password reset functionality
+- Security features (MFA, session management, etc.)
+
+#### Milestone 6: Alerting & Notifications (5 issues)
+- Apprise integration
+- Customizable alert rules
+- Multi-channel notifications
+- Alert history and management
+- Security features
+
+#### Milestone 7: Advanced Rule Engine (5 issues)
+- Custom alert conditions
+- Threshold-based triggers
+- New sender detection
+- Anomaly detection
+- Security features
+
+#### Milestone 8: DNS Health & Cloudflare Integration (5 issues)
+- DNS record health checks
+- SPF/DKIM/DMARC validation
+- Cloudflare API integration
+- Configuration recommendations
+- Security features
+
+#### Milestone 9: Forensic Reports (RUF) Support (5 issues)
+- Forensic report parsing
+- Failure sample analysis
+- PII redaction options
+- Detailed authentication failure views
+- Security features
+
+#### Milestone 10: Advanced Analytics & Reporting (5 issues)
+- Historical trend analysis
+- Comparative reporting
+- Export capabilities
+- Scheduled reports
+- Security features
+
+#### Milestone 11: Enterprise Features (6 issues)
+- Multi-tenant architecture
+- API rate limiting
+- Advanced RBAC
+- SSO integration
+- Compliance reporting
+- Security features
+
+#### Continuous Improvements (4 issues)
+- **Code Quality**: Test coverage, dependency updates, code review, performance, tech debt
+- **Security**: Monthly audits, vulnerability scanning, penetration testing, training
+- **Documentation**: Keep current, API docs, security guides, playbooks, troubleshooting
+- **Community**: Issue triage, PR review, engagement, feature evaluation, bug fixes
+
+## Labels Used
+
+### Priority
+- `priority: critical` (7 issues)
+- `priority: high` (19 issues)
+- `priority: medium` (21 issues)
+- `priority: low` (7 issues)
+
+### Type
+- `security` (18 issues)
+- `security: critical` (2 issues)
+- `security: high` (2 issues)
+- `enhancement` (43 issues)
+- `maintenance` (4 issues)
+- `continuous-improvement` (4 issues)
+- `documentation` (1 issue)
+- `code-quality` (1 issue)
+
+### Milestones
+- `milestone-4` through `milestone-11`
+
+## How to Create the Issues
+
+### Option 1: Using GitHub CLI (Recommended)
+
+```bash
+# Install GitHub CLI if not already installed
+# See: https://cli.github.com/
+
+# Authenticate
+gh auth login
+
+# Navigate to the generated issues directory
+cd generated_issues
+
+# Run the script
+./create_issues.sh
+```
+
+This will create all 54 issues automatically. The script includes:
+- ✅ Verification that GitHub CLI is installed
+- ✅ Authentication check
+- ✅ Rate limiting (1 second between issues)
+- ✅ Error handling
+- ✅ Progress reporting
+
+### Option 2: Manual Creation
+
+Review `generated_issues/issues_preview.md` and create issues manually through the GitHub web interface.
+
+### Option 3: Custom Import
+
+Use `generated_issues/issues.json` with your own tooling or GitHub API:
+
+```python
+import json
+import requests
+
+with open('issues.json') as f:
+    issues = json.load(f)
+
+for issue in issues:
+    response = requests.post(
+        'https://api.github.com/repos/christianlouis/dmarq/issues',
+        headers={'Authorization': f'token {YOUR_TOKEN}'},
+        json={
+            'title': issue['title'],
+            'body': issue['body'],
+            'labels': issue['labels']
+        }
+    )
+```
+
+## Milestones Setup
+
+Before creating issues, you may want to create milestones:
+
+```bash
+gh milestone create "Security Remediation Sprint" --repo christianlouis/dmarq
+gh milestone create "Milestone 4: Enhanced Dashboard & Visualization" --repo christianlouis/dmarq
+gh milestone create "Milestone 5: User Authentication & Multi-User Support" --repo christianlouis/dmarq
+gh milestone create "Milestone 6: Alerting & Notifications" --repo christianlouis/dmarq
+gh milestone create "Milestone 7: Advanced Rule Engine" --repo christianlouis/dmarq
+gh milestone create "Milestone 8: DNS Health & Cloudflare Integration" --repo christianlouis/dmarq
+gh milestone create "Milestone 9: Forensic Reports (RUF) Support" --repo christianlouis/dmarq
+gh milestone create "Milestone 10: Advanced Analytics & Reporting" --repo christianlouis/dmarq
+gh milestone create "Milestone 11: Enterprise Features" --repo christianlouis/dmarq
+gh milestone create "Continuous Improvements" --repo christianlouis/dmarq
+```
+
+## Recommended Workflow
+
+1. **Review**: Read through `generated_issues/issues_preview.md`
+2. **Create Milestones**: Set up milestones in GitHub (optional)
+3. **Create Labels**: Ensure all required labels exist (optional - will be auto-created)
+4. **Start with Security**: Consider creating Security Sprint issues first
+5. **Create All Issues**: Run `./create_issues.sh`
+6. **Organize**: Assign to milestones and team members
+7. **Prioritize**: Start with Security Sprint!
+
+## Regenerating Issues
+
+If the roadmap is updated, regenerate issues:
+
+```bash
+python3 scripts/generate_issues.py
+```
+
+This will overwrite files in `generated_issues/`.
+
+## Script Features
+
+### Parsing Capabilities
+- ✅ Extracts security sprint tasks with priorities
+- ✅ Parses milestone features (skips completed milestones)
+- ✅ Identifies security enhancements per milestone
+- ✅ Captures continuous improvement tasks
+- ✅ Preserves file references and documentation links
+
+### Issue Generation
+- ✅ Creates descriptive titles with prefixes ([Security Sprint], [M4], etc.)
+- ✅ Generates detailed issue bodies with:
+  - Description and context
+  - Task checklists
+  - Files to update (for security issues)
+  - Related documentation links
+  - Auto-generated footer
+- ✅ Applies appropriate labels based on:
+  - Priority level (critical/high/medium/low)
+  - Issue type (security/enhancement/maintenance)
+  - Milestone number
+  - Category (documentation/code-quality)
+- ✅ Assigns to appropriate milestones
+
+### Output Formats
+- ✅ JSON for programmatic import
+- ✅ Markdown for human review
+- ✅ Shell script for GitHub CLI
+
+## Next Steps
+
+1. **Review the generated issues** in `generated_issues/issues_preview.md`
+2. **Create labels and milestones** if desired (optional)
+3. **Run the import script** to create issues in GitHub
+4. **Prioritize the Security Sprint** - start working on critical security issues
+5. **Organize the remaining issues** by assigning to team members
+6. **Update the roadmap** as work progresses
+
+## Important Notes
+
+### Security First! 🔒
+The Security Remediation Sprint contains **7 critical and high-priority security issues** that should be addressed before implementing new features. These address:
+- Authentication and authorization
+- Secret management
+- XML parsing security
+- Input validation
+- Security headers
+- CORS configuration
+- Error handling
+
+### Issue Quantities
+Some milestones have more issues than others based on the roadmap structure. This is intentional and reflects the complexity and scope of each milestone.
+
+### Dependencies
+Some milestones depend on others:
+- Milestone 5 (Authentication) is foundational for later features
+- Security Sprint should complete before Milestone 4
+- See ROADMAP.md for detailed dependency information
+
+## Support
+
+- **Script Location**: `scripts/generate_issues.py`
+- **Documentation**: `generated_issues/README.md`
+- **Source**: `ROADMAP.md`
+- **Questions**: Open an issue in the DMARQ repository
+
+---
+
+**Generated**: 2026-02-06  
+**Total Issues**: 54  
+**Ready to Import**: ✅
diff --git a/generated_issues/README.md b/generated_issues/README.md
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index 0000000..536fdfb
--- /dev/null
+++ b/generated_issues/README.md
@@ -0,0 +1,213 @@
+# DMARQ Roadmap Issues
+
+This directory contains auto-generated GitHub issues parsed from the DMARQ roadmap documents.
+
+## 📊 Summary
+
+**Total Issues Generated**: 54
+
+### Breakdown by Category
+
+- **Security Remediation Sprint**: 7 issues (CRITICAL/HIGH priority)
+- **Milestone Features**: 43 issues (distributed across milestones 4-11)
+- **Continuous Improvements**: 4 issues (ongoing maintenance)
+
+## 📁 Files
+
+### 1. `issues.json`
+JSON-formatted issue data suitable for programmatic import or custom processing.
+
+**Structure**:
+```json
+[
+  {
+    "title": "Issue title",
+    "body": "Issue description in markdown",
+    "labels": ["label1", "label2"],
+    "milestone": "Milestone name",
+    "assignees": []
+  }
+]
+```
+
+### 2. `issues_preview.md`
+Human-readable preview of all issues, organized by milestone. Review this file to see what issues will be created.
+
+### 3. `create_issues.sh`
+Executable bash script that uses GitHub CLI to create all issues automatically.
+
+## 🚀 How to Create Issues
+
+### Option 1: Using GitHub CLI (Recommended)
+
+**Prerequisites**:
+- Install [GitHub CLI](https://cli.github.com/)
+- Authenticate: `gh auth login`
+
+**Steps**:
+```bash
+cd generated_issues
+./create_issues.sh
+```
+
+The script will:
+- Check if GitHub CLI is installed and authenticated
+- Create all 54 issues in the `christianlouis/dmarq` repository
+- Apply appropriate labels to each issue
+- Add rate limiting (1 second between issues) to avoid API throttling
+
+**Note**: The script does NOT create milestones automatically. See section below.
+
+### Option 2: Manual Creation
+
+Review `issues_preview.md` and manually create issues through the GitHub web interface.
+
+### Option 3: Custom Import
+
+Use `issues.json` with your own tooling or GitHub API integration.
+
+## 🏷️ Milestones
+
+The following milestones are referenced in the issues. You may want to create these in GitHub before running the import script:
+
+1. **Security Remediation Sprint** (7 issues) - 🔴 PRIORITY
+2. **Milestone 4: Enhanced Dashboard & Visualization** (6 issues)
+3. **Milestone 5: User Authentication & Multi-User Support** (6 issues)
+4. **Milestone 6: Alerting & Notifications** (5 issues)
+5. **Milestone 7: Advanced Rule Engine** (5 issues)
+6. **Milestone 8: DNS Health & Cloudflare Integration** (5 issues)
+7. **Milestone 9: Forensic Reports (RUF) Support** (5 issues)
+8. **Milestone 10: Advanced Analytics & Reporting** (5 issues)
+9. **Milestone 11: Enterprise Features** (6 issues)
+10. **Continuous Improvements** (4 issues)
+
+**To create milestones using GitHub CLI**:
+```bash
+gh milestone create "Security Remediation Sprint" --repo christianlouis/dmarq
+gh milestone create "Milestone 4: Enhanced Dashboard & Visualization" --repo christianlouis/dmarq
+# ... etc
+```
+
+Or create them through the GitHub web interface: https://github.com/christianlouis/dmarq/milestones
+
+## 🏷️ Labels
+
+The issues use the following labels (you may need to create some):
+
+### Priority Labels
+- `priority: critical` - Must be addressed immediately
+- `priority: high` - Important, should be addressed soon
+- `priority: medium` - Normal priority
+- `priority: low` - Can be deferred
+
+### Type Labels
+- `security` - Security-related issues
+- `security: critical` - Critical security vulnerabilities
+- `security: high` - High-severity security issues
+- `enhancement` - New features or improvements
+- `maintenance` - Ongoing maintenance tasks
+- `continuous-improvement` - Part of continuous improvement process
+- `documentation` - Documentation updates
+- `code-quality` - Code quality improvements
+
+### Milestone Labels
+- `milestone-4` through `milestone-11` - Associate with specific milestones
+
+## 📋 Issue Organization
+
+### Security Sprint (Start Here!)
+The Security Remediation Sprint contains 7 critical security issues that should be addressed **first**:
+
+1. Authentication & Authorization (CRITICAL)
+2. Secret Management (CRITICAL)
+3. XML Parsing Security (HIGH)
+4. Input Validation (HIGH)
+5. Security Headers (MEDIUM)
+6. CORS Configuration (MEDIUM)
+7. Error Handling (MEDIUM)
+
+### Milestone Features
+Features are organized by milestone (4-11), with Milestone 4 being the next to implement after security fixes.
+
+### Continuous Improvements
+Four ongoing improvement categories:
+- Code Quality
+- Security
+- Documentation
+- Community
+
+## 🔄 Regenerating Issues
+
+If you need to regenerate issues after modifying the roadmap:
+
+```bash
+cd /home/runner/work/dmarq/dmarq
+python3 scripts/generate_issues.py
+```
+
+This will overwrite the files in this directory.
+
+## ⚙️ Customization
+
+### Modifying the Generator
+
+Edit `/home/runner/work/dmarq/dmarq/scripts/generate_issues.py` to customize:
+- Issue title formats
+- Body templates
+- Label assignments
+- Milestone mappings
+
+### Filtering Issues
+
+To create only specific issues:
+
+**Security issues only**:
+```bash
+jq '.[] | select(.labels[] | contains("security"))' issues.json
+```
+
+**Specific milestone**:
+```bash
+jq '.[] | select(.milestone == "Milestone 4: Enhanced Dashboard & Visualization")' issues.json
+```
+
+**High priority only**:
+```bash
+jq '.[] | select(.labels[] | contains("priority: high"))' issues.json
+```
+
+## 🎯 Recommended Workflow
+
+1. **Review**: Read through `issues_preview.md` to understand all issues
+2. **Create Milestones**: Set up milestones in GitHub
+3. **Create Labels**: Ensure all required labels exist
+4. **Import Security Issues First**: Consider importing just the Security Sprint issues first
+5. **Import Remaining Issues**: Create the rest of the issues
+6. **Organize**: Assign issues to milestones and team members
+7. **Prioritize**: Adjust priorities based on your team's capacity
+
+## 📞 Support
+
+- **Source**: Generated from [ROADMAP.md](../ROADMAP.md)
+- **Script**: [scripts/generate_issues.py](../scripts/generate_issues.py)
+- **Questions**: Open an issue in the DMARQ repository
+
+## 🔒 Important Notes
+
+### Security Priority
+The Security Remediation Sprint issues are marked as CRITICAL and HIGH priority. These should be addressed **before** implementing new features to ensure the application is secure.
+
+### Milestone Dependencies
+Some milestones depend on others:
+- Milestone 5 (Authentication) is required before several later features
+- Security Sprint should be completed before Milestone 4
+- See the roadmap for detailed dependency information
+
+### Rate Limiting
+The import script includes rate limiting (1 second between API calls) to avoid GitHub API throttling. Creating all 54 issues will take approximately 1-2 minutes.
+
+---
+
+**Generated**: 2026-02-06  
+**Script Version**: 1.0  
+**Issues Count**: 54
diff --git a/generated_issues/create_issues.sh b/generated_issues/create_issues.sh
new file mode 100755
index 0000000..1d89cdc
--- /dev/null
+++ b/generated_issues/create_issues.sh
@@ -0,0 +1,1446 @@
+#!/bin/bash
+#
+# Script to create GitHub issues from DMARQ roadmap
+# Requires: GitHub CLI (gh) - https://cli.github.com/
+#
+# Usage: ./create_issues.sh
+#
+
+set -e
+
+REPO="christianlouis/dmarq"
+
+echo "Creating GitHub issues for DMARQ roadmap..."
+echo "Repository: $REPO"
+echo ""
+
+# Check if gh is installed
+if ! command -v gh &> /dev/null; then
+    echo "Error: GitHub CLI (gh) is not installed."
+    echo "Please install it from: https://cli.github.com/"
+    exit 1
+fi
+
+# Check if authenticated
+if ! gh auth status &> /dev/null; then
+    echo "Error: Not authenticated with GitHub CLI."
+    echo "Please run: gh auth login"
+    exit 1
+fi
+
+ISSUE_COUNT=0
+
+# Issue 1: [Security Sprint] Authentication & Authorization...
+echo "Creating issue 1/54: [Security Sprint] Authentication & Authorization..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Security Sprint] Authentication & Authorization" \
+  --body "## Description
+
+Part of the **Security Remediation Sprint** - Priority: **CRITICAL**
+
+### Tasks
+
+- [ ] Add authentication middleware to all admin endpoints
+- [ ] Implement proper user authentication system
+- [ ] Add authorization checks on sensitive operations
+- [ ] Add rate limiting to prevent abuse
+
+### Files to Update
+
+- \`backend/app/main.py\`
+- \`backend/app/api/api_v1/endpoints/imap.py\`
+- \`backend/app/api/api_v1/endpoints/domains.py\`
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "security,priority: critical,security: critical" || echo "  Failed to create issue 1"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 2: [Security Sprint] Secret Management...
+echo "Creating issue 2/54: [Security Sprint] Secret Management..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Security Sprint] Secret Management" \
+  --body "## Description
+
+Part of the **Security Remediation Sprint** - Priority: **CRITICAL**
+
+### Tasks
+
+- [ ] Remove default SECRET_KEY value
+- [ ] Add SECRET_KEY validation on startup
+- [ ] Document secret generation in deployment guide
+- [ ] Add warning if default secret is detected
+
+### Files to Update
+
+- \`backend/app/core/config.py\`
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "security,priority: critical,security: critical" || echo "  Failed to create issue 2"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 3: [Security Sprint] XML Parsing Security...
+echo "Creating issue 3/54: [Security Sprint] XML Parsing Security..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Security Sprint] XML Parsing Security" \
+  --body "## Description
+
+Part of the **Security Remediation Sprint** - Priority: **HIGH**
+
+### Tasks
+
+- [ ] Replace ElementTree with defusedxml
+- [ ] Add file size limits for uploads
+- [ ] Implement zip bomb protection
+- [ ] Add malware scanning hooks (optional)
+
+### Files to Update
+
+- \`backend/app/services/dmarc_parser.py\`
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "security,priority: high,security: high" || echo "  Failed to create issue 3"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 4: [Security Sprint] Input Validation...
+echo "Creating issue 4/54: [Security Sprint] Input Validation..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Security Sprint] Input Validation" \
+  --body "## Description
+
+Part of the **Security Remediation Sprint** - Priority: **HIGH**
+
+### Tasks
+
+- [ ] Add domain name validation regex
+- [ ] Implement file type validation (MIME + extension)
+- [ ] Add parameter validation on all endpoints
+- [ ] Sanitize error messages
+
+### Files to Update
+
+- \`backend/app/api/api_v1/endpoints/domains.py\`
+- \`backend/app/api/api_v1/endpoints/reports.py\`
+- \`backend/app/utils/domain_validator.py\`
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "security,priority: high,security: high" || echo "  Failed to create issue 4"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 5: [Security Sprint] Security Headers...
+echo "Creating issue 5/54: [Security Sprint] Security Headers..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Security Sprint] Security Headers" \
+  --body "## Description
+
+Part of the **Security Remediation Sprint** - Priority: **MEDIUM**
+
+### Tasks
+
+- [ ] Add security headers middleware
+- [ ] Implement CSP (Content Security Policy)
+- [ ] Add X-Frame-Options, X-Content-Type-Options
+- [ ] Configure HSTS for production
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "security,priority: medium" || echo "  Failed to create issue 5"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 6: [Security Sprint] CORS Configuration...
+echo "Creating issue 6/54: [Security Sprint] CORS Configuration..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Security Sprint] CORS Configuration" \
+  --body "## Description
+
+Part of the **Security Remediation Sprint** - Priority: **MEDIUM**
+
+### Tasks
+
+- [ ] Restrict CORS methods and headers
+- [ ] Remove wildcard configurations
+- [ ] Document CORS setup for deployments
+
+### Files to Update
+
+- \`backend/app/main.py\`
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "security,priority: medium" || echo "  Failed to create issue 6"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 7: [Security Sprint] Error Handling...
+echo "Creating issue 7/54: [Security Sprint] Error Handling..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Security Sprint] Error Handling" \
+  --body "## Description
+
+Part of the **Security Remediation Sprint** - Priority: **MEDIUM**
+
+### Tasks
+
+- [ ] Implement centralized error handling
+- [ ] Remove sensitive data from error responses
+- [ ] Add error logging with request context
+- [ ] Create user-friendly error messages
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "security,priority: medium" || echo "  Failed to create issue 7"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 8: [M4] Historical trend charts (Chart.js integration...
+echo "Creating issue 8/54: [M4] Historical trend charts (Chart.js integration..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M4] Historical trend charts (Chart.js integration)" \
+  --body "## Description
+
+Feature for **Milestone 4: Enhanced Dashboard & Visualization**
+
+**Timeline**: Next - 4-6 weeks
+
+### Feature
+Historical trend charts (Chart.js integration)
+
+### Related Documentation
+
+- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-4,priority: high" || echo "  Failed to create issue 8"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 9: [M4] Compliance rate visualizations...
+echo "Creating issue 9/54: [M4] Compliance rate visualizations..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M4] Compliance rate visualizations" \
+  --body "## Description
+
+Feature for **Milestone 4: Enhanced Dashboard & Visualization**
+
+**Timeline**: Next - 4-6 weeks
+
+### Feature
+Compliance rate visualizations
+
+### Related Documentation
+
+- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-4,priority: high" || echo "  Failed to create issue 9"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 10: [M4] Volume and sender analytics...
+echo "Creating issue 10/54: [M4] Volume and sender analytics..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M4] Volume and sender analytics" \
+  --body "## Description
+
+Feature for **Milestone 4: Enhanced Dashboard & Visualization**
+
+**Timeline**: Next - 4-6 weeks
+
+### Feature
+Volume and sender analytics
+
+### Related Documentation
+
+- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-4,priority: high" || echo "  Failed to create issue 10"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 11: [M4] Time-series data displays...
+echo "Creating issue 11/54: [M4] Time-series data displays..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M4] Time-series data displays" \
+  --body "## Description
+
+Feature for **Milestone 4: Enhanced Dashboard & Visualization**
+
+**Timeline**: Next - 4-6 weeks
+
+### Feature
+Time-series data displays
+
+### Related Documentation
+
+- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-4,priority: high" || echo "  Failed to create issue 11"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 12: [M4] Domain comparison views...
+echo "Creating issue 12/54: [M4] Domain comparison views..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M4] Domain comparison views" \
+  --body "## Description
+
+Feature for **Milestone 4: Enhanced Dashboard & Visualization**
+
+**Timeline**: Next - 4-6 weeks
+
+### Feature
+Domain comparison views
+
+### Related Documentation
+
+- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-4,priority: high" || echo "  Failed to create issue 12"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 13: [M5] FastAPI Users integration...
+echo "Creating issue 13/54: [M5] FastAPI Users integration..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M5] FastAPI Users integration" \
+  --body "## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+FastAPI Users integration
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-5,priority: high" || echo "  Failed to create issue 13"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 14: [M5] User registration and management...
+echo "Creating issue 14/54: [M5] User registration and management..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M5] User registration and management" \
+  --body "## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+User registration and management
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-5,priority: high" || echo "  Failed to create issue 14"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 15: [M5] JWT-based authentication...
+echo "Creating issue 15/54: [M5] JWT-based authentication..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M5] JWT-based authentication" \
+  --body "## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+JWT-based authentication
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-5,priority: high" || echo "  Failed to create issue 15"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 16: [M5] Role-based access control (RBAC)...
+echo "Creating issue 16/54: [M5] Role-based access control (RBAC)..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M5] Role-based access control (RBAC)" \
+  --body "## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+Role-based access control (RBAC)
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-5,priority: high" || echo "  Failed to create issue 16"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 17: [M5] Password reset functionality...
+echo "Creating issue 17/54: [M5] Password reset functionality..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M5] Password reset functionality" \
+  --body "## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+Password reset functionality
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-5,priority: high" || echo "  Failed to create issue 17"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 18: [M5] Email verification (optional)...
+echo "Creating issue 18/54: [M5] Email verification (optional)..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M5] Email verification (optional)" \
+  --body "## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+Email verification (optional)
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-5,priority: high" || echo "  Failed to create issue 18"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 19: [M6] Apprise integration...
+echo "Creating issue 19/54: [M6] Apprise integration..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M6] Apprise integration" \
+  --body "## Description
+
+Feature for **Milestone 6: Alerting & Notifications**
+
+**Timeline**: 10-12 weeks
+
+### Feature
+Apprise integration
+
+### Related Documentation
+
+- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-6,priority: medium" || echo "  Failed to create issue 19"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 20: [M6] Customizable alert rules...
+echo "Creating issue 20/54: [M6] Customizable alert rules..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M6] Customizable alert rules" \
+  --body "## Description
+
+Feature for **Milestone 6: Alerting & Notifications**
+
+**Timeline**: 10-12 weeks
+
+### Feature
+Customizable alert rules
+
+### Related Documentation
+
+- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-6,priority: medium" || echo "  Failed to create issue 20"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 21: [M6] Multi-channel notifications (Email, Slack, et...
+echo "Creating issue 21/54: [M6] Multi-channel notifications (Email, Slack, et..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M6] Multi-channel notifications (Email, Slack, etc.)" \
+  --body "## Description
+
+Feature for **Milestone 6: Alerting & Notifications**
+
+**Timeline**: 10-12 weeks
+
+### Feature
+Multi-channel notifications (Email, Slack, etc.)
+
+### Related Documentation
+
+- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-6,priority: medium" || echo "  Failed to create issue 21"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 22: [M6] Alert history and management...
+echo "Creating issue 22/54: [M6] Alert history and management..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M6] Alert history and management" \
+  --body "## Description
+
+Feature for **Milestone 6: Alerting & Notifications**
+
+**Timeline**: 10-12 weeks
+
+### Feature
+Alert history and management
+
+### Related Documentation
+
+- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-6,priority: medium" || echo "  Failed to create issue 22"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 23: [M6] Notification preferences per user...
+echo "Creating issue 23/54: [M6] Notification preferences per user..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M6] Notification preferences per user" \
+  --body "## Description
+
+Feature for **Milestone 6: Alerting & Notifications**
+
+**Timeline**: 10-12 weeks
+
+### Feature
+Notification preferences per user
+
+### Related Documentation
+
+- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-6,priority: medium" || echo "  Failed to create issue 23"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 24: [M7] Custom alert conditions...
+echo "Creating issue 24/54: [M7] Custom alert conditions..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M7] Custom alert conditions" \
+  --body "## Description
+
+Feature for **Milestone 7: Advanced Rule Engine**
+
+**Timeline**: 14-16 weeks
+
+### Feature
+Custom alert conditions
+
+### Related Documentation
+
+- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-7,priority: medium" || echo "  Failed to create issue 24"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 25: [M7] Threshold-based triggers...
+echo "Creating issue 25/54: [M7] Threshold-based triggers..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M7] Threshold-based triggers" \
+  --body "## Description
+
+Feature for **Milestone 7: Advanced Rule Engine**
+
+**Timeline**: 14-16 weeks
+
+### Feature
+Threshold-based triggers
+
+### Related Documentation
+
+- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-7,priority: medium" || echo "  Failed to create issue 25"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 26: [M7] New sender detection...
+echo "Creating issue 26/54: [M7] New sender detection..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M7] New sender detection" \
+  --body "## Description
+
+Feature for **Milestone 7: Advanced Rule Engine**
+
+**Timeline**: 14-16 weeks
+
+### Feature
+New sender detection
+
+### Related Documentation
+
+- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-7,priority: medium" || echo "  Failed to create issue 26"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 27: [M7] Anomaly detection...
+echo "Creating issue 27/54: [M7] Anomaly detection..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M7] Anomaly detection" \
+  --body "## Description
+
+Feature for **Milestone 7: Advanced Rule Engine**
+
+**Timeline**: 14-16 weeks
+
+### Feature
+Anomaly detection
+
+### Related Documentation
+
+- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-7,priority: medium" || echo "  Failed to create issue 27"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 28: [M7] Scheduled report summaries...
+echo "Creating issue 28/54: [M7] Scheduled report summaries..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M7] Scheduled report summaries" \
+  --body "## Description
+
+Feature for **Milestone 7: Advanced Rule Engine**
+
+**Timeline**: 14-16 weeks
+
+### Feature
+Scheduled report summaries
+
+### Related Documentation
+
+- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-7,priority: medium" || echo "  Failed to create issue 28"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 29: [M8] DNS record health checks...
+echo "Creating issue 29/54: [M8] DNS record health checks..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M8] DNS record health checks" \
+  --body "## Description
+
+Feature for **Milestone 8: DNS Health & Cloudflare Integration**
+
+**Timeline**: 16-18 weeks
+
+### Feature
+DNS record health checks
+
+### Related Documentation
+
+- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-8,priority: medium" || echo "  Failed to create issue 29"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 30: [M8] SPF/DKIM/DMARC validation...
+echo "Creating issue 30/54: [M8] SPF/DKIM/DMARC validation..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M8] SPF/DKIM/DMARC validation" \
+  --body "## Description
+
+Feature for **Milestone 8: DNS Health & Cloudflare Integration**
+
+**Timeline**: 16-18 weeks
+
+### Feature
+SPF/DKIM/DMARC validation
+
+### Related Documentation
+
+- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-8,priority: medium" || echo "  Failed to create issue 30"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 31: [M8] Cloudflare API integration...
+echo "Creating issue 31/54: [M8] Cloudflare API integration..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M8] Cloudflare API integration" \
+  --body "## Description
+
+Feature for **Milestone 8: DNS Health & Cloudflare Integration**
+
+**Timeline**: 16-18 weeks
+
+### Feature
+Cloudflare API integration
+
+### Related Documentation
+
+- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-8,priority: medium" || echo "  Failed to create issue 31"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 32: [M8] Configuration recommendations...
+echo "Creating issue 32/54: [M8] Configuration recommendations..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M8] Configuration recommendations" \
+  --body "## Description
+
+Feature for **Milestone 8: DNS Health & Cloudflare Integration**
+
+**Timeline**: 16-18 weeks
+
+### Feature
+Configuration recommendations
+
+### Related Documentation
+
+- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-8,priority: medium" || echo "  Failed to create issue 32"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 33: [M8] DNS change tracking...
+echo "Creating issue 33/54: [M8] DNS change tracking..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M8] DNS change tracking" \
+  --body "## Description
+
+Feature for **Milestone 8: DNS Health & Cloudflare Integration**
+
+**Timeline**: 16-18 weeks
+
+### Feature
+DNS change tracking
+
+### Related Documentation
+
+- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-8,priority: medium" || echo "  Failed to create issue 33"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 34: [M9] Forensic report parsing...
+echo "Creating issue 34/54: [M9] Forensic report parsing..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M9] Forensic report parsing" \
+  --body "## Description
+
+Feature for **Milestone 9: Forensic Reports**
+
+**Timeline**: RUF) Support (20-22 weeks
+
+### Feature
+Forensic report parsing
+
+### Related Documentation
+
+- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-9,priority: low" || echo "  Failed to create issue 34"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 35: [M9] Failure sample analysis...
+echo "Creating issue 35/54: [M9] Failure sample analysis..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M9] Failure sample analysis" \
+  --body "## Description
+
+Feature for **Milestone 9: Forensic Reports**
+
+**Timeline**: RUF) Support (20-22 weeks
+
+### Feature
+Failure sample analysis
+
+### Related Documentation
+
+- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-9,priority: low" || echo "  Failed to create issue 35"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 36: [M9] PII redaction options...
+echo "Creating issue 36/54: [M9] PII redaction options..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M9] PII redaction options" \
+  --body "## Description
+
+Feature for **Milestone 9: Forensic Reports**
+
+**Timeline**: RUF) Support (20-22 weeks
+
+### Feature
+PII redaction options
+
+### Related Documentation
+
+- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-9,priority: low" || echo "  Failed to create issue 36"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 37: [M9] Detailed authentication failure views...
+echo "Creating issue 37/54: [M9] Detailed authentication failure views..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M9] Detailed authentication failure views" \
+  --body "## Description
+
+Feature for **Milestone 9: Forensic Reports**
+
+**Timeline**: RUF) Support (20-22 weeks
+
+### Feature
+Detailed authentication failure views
+
+### Related Documentation
+
+- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-9,priority: low" || echo "  Failed to create issue 37"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 38: [M9] Sample download/export...
+echo "Creating issue 38/54: [M9] Sample download/export..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M9] Sample download/export" \
+  --body "## Description
+
+Feature for **Milestone 9: Forensic Reports**
+
+**Timeline**: RUF) Support (20-22 weeks
+
+### Feature
+Sample download/export
+
+### Related Documentation
+
+- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-9,priority: low" || echo "  Failed to create issue 38"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 39: [M10] Historical trend analysis...
+echo "Creating issue 39/54: [M10] Historical trend analysis..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M10] Historical trend analysis" \
+  --body "## Description
+
+Feature for **Milestone 10: Advanced Analytics & Reporting**
+
+**Timeline**: 24-26 weeks
+
+### Feature
+Historical trend analysis
+
+### Related Documentation
+
+- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-10,priority: low" || echo "  Failed to create issue 39"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 40: [M10] Comparative reporting...
+echo "Creating issue 40/54: [M10] Comparative reporting..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M10] Comparative reporting" \
+  --body "## Description
+
+Feature for **Milestone 10: Advanced Analytics & Reporting**
+
+**Timeline**: 24-26 weeks
+
+### Feature
+Comparative reporting
+
+### Related Documentation
+
+- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-10,priority: low" || echo "  Failed to create issue 40"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 41: [M10] Export capabilities (PDF, CSV)...
+echo "Creating issue 41/54: [M10] Export capabilities (PDF, CSV)..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M10] Export capabilities (PDF, CSV)" \
+  --body "## Description
+
+Feature for **Milestone 10: Advanced Analytics & Reporting**
+
+**Timeline**: 24-26 weeks
+
+### Feature
+Export capabilities (PDF, CSV)
+
+### Related Documentation
+
+- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-10,priority: low" || echo "  Failed to create issue 41"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 42: [M10] Scheduled reports...
+echo "Creating issue 42/54: [M10] Scheduled reports..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M10] Scheduled reports" \
+  --body "## Description
+
+Feature for **Milestone 10: Advanced Analytics & Reporting**
+
+**Timeline**: 24-26 weeks
+
+### Feature
+Scheduled reports
+
+### Related Documentation
+
+- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-10,priority: low" || echo "  Failed to create issue 42"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 43: [M10] Custom dashboards...
+echo "Creating issue 43/54: [M10] Custom dashboards..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M10] Custom dashboards" \
+  --body "## Description
+
+Feature for **Milestone 10: Advanced Analytics & Reporting**
+
+**Timeline**: 24-26 weeks
+
+### Feature
+Custom dashboards
+
+### Related Documentation
+
+- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-10,priority: low" || echo "  Failed to create issue 43"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 44: [M11] Multi-tenant architecture...
+echo "Creating issue 44/54: [M11] Multi-tenant architecture..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M11] Multi-tenant architecture" \
+  --body "## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+Multi-tenant architecture
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-11,priority: low" || echo "  Failed to create issue 44"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 45: [M11] API rate limiting...
+echo "Creating issue 45/54: [M11] API rate limiting..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M11] API rate limiting" \
+  --body "## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+API rate limiting
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-11,priority: low" || echo "  Failed to create issue 45"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 46: [M11] Advanced RBAC...
+echo "Creating issue 46/54: [M11] Advanced RBAC..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M11] Advanced RBAC" \
+  --body "## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+Advanced RBAC
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-11,priority: low" || echo "  Failed to create issue 46"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 47: [M11] SSO integration (SAML, OAuth)...
+echo "Creating issue 47/54: [M11] SSO integration (SAML, OAuth)..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M11] SSO integration (SAML, OAuth)" \
+  --body "## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+SSO integration (SAML, OAuth)
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-11,priority: low" || echo "  Failed to create issue 47"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 48: [M11] Compliance reporting (SOC 2, GDPR)...
+echo "Creating issue 48/54: [M11] Compliance reporting (SOC 2, GDPR)..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M11] Compliance reporting (SOC 2, GDPR)" \
+  --body "## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+Compliance reporting (SOC 2, GDPR)
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-11,priority: low" || echo "  Failed to create issue 48"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 49: [M11] High availability setup...
+echo "Creating issue 49/54: [M11] High availability setup..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M11] High availability setup" \
+  --body "## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+High availability setup
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-11,priority: low" || echo "  Failed to create issue 49"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 50: [M11] Backup and disaster recovery...
+echo "Creating issue 50/54: [M11] Backup and disaster recovery..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[M11] Backup and disaster recovery" \
+  --body "## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+Backup and disaster recovery
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "enhancement,milestone-11,priority: low" || echo "  Failed to create issue 50"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 51: [Continuous] Code Quality Improvements...
+echo "Creating issue 51/54: [Continuous] Code Quality Improvements..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Continuous] Code Quality Improvements" \
+  --body "## Description
+
+Ongoing code quality tasks to maintain and improve DMARQ.
+
+### Tasks
+
+- [ ] Maintain >80% test coverage
+- [ ] Regular dependency updates
+- [ ] Code review for all changes
+- [ ] Performance optimization
+- [ ] Technical debt reduction
+
+### Related Documentation
+
+- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "maintenance,continuous-improvement,code-quality" || echo "  Failed to create issue 51"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 52: [Continuous] Security Improvements...
+echo "Creating issue 52/54: [Continuous] Security Improvements..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Continuous] Security Improvements" \
+  --body "## Description
+
+Ongoing security tasks to maintain and improve DMARQ.
+
+### Tasks
+
+- [ ] Monthly security audits
+- [ ] Automated vulnerability scanning (GitHub Actions)
+- [ ] Dependency security monitoring
+- [ ] Regular penetration testing
+- [ ] Security training for contributors
+
+### Related Documentation
+
+- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "maintenance,continuous-improvement,security" || echo "  Failed to create issue 52"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 53: [Continuous] Documentation Improvements...
+echo "Creating issue 53/54: [Continuous] Documentation Improvements..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Continuous] Documentation Improvements" \
+  --body "## Description
+
+Ongoing documentation tasks to maintain and improve DMARQ.
+
+### Tasks
+
+- [ ] Keep documentation current
+- [ ] API documentation completeness
+- [ ] Security best practices guide
+- [ ] Deployment playbooks
+- [ ] Troubleshooting guides
+
+### Related Documentation
+
+- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "maintenance,continuous-improvement,documentation" || echo "  Failed to create issue 53"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+# Issue 54: [Continuous] Community Improvements...
+echo "Creating issue 54/54: [Continuous] Community Improvements..."
+gh issue create \
+  --repo "$REPO" \
+  --title "[Continuous] Community Improvements" \
+  --body "## Description
+
+Ongoing community tasks to maintain and improve DMARQ.
+
+### Tasks
+
+- [ ] Issue triage and response
+- [ ] PR review and merging
+- [ ] Community engagement
+- [ ] Feature request evaluation
+- [ ] Bug fix prioritization
+
+### Related Documentation
+
+- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*" \
+  --label "maintenance,continuous-improvement" || echo "  Failed to create issue 54"
+
+ISSUE_COUNT=$((ISSUE_COUNT + 1))
+sleep 1  # Rate limiting
+
+echo ""
+echo "Done! Created $ISSUE_COUNT issues."
+echo ""
+echo "Next steps:"
+echo "1. Review the created issues at: https://github.com/$REPO/issues"
+echo "2. Create milestones if needed"
+echo "3. Assign issues to milestones and team members"
+echo "4. Start working on the Security Remediation Sprint first!"
\ No newline at end of file
diff --git a/generated_issues/issues.json b/generated_issues/issues.json
new file mode 100644
index 0000000..90433f4
--- /dev/null
+++ b/generated_issues/issues.json
@@ -0,0 +1,592 @@
+[
+  {
+    "title": "[Security Sprint] Authentication & Authorization",
+    "body": "## Description\n\nPart of the **Security Remediation Sprint** - Priority: **CRITICAL**\n\n### Tasks\n\n- [ ] Add authentication middleware to all admin endpoints\n- [ ] Implement proper user authentication system\n- [ ] Add authorization checks on sensitive operations\n- [ ] Add rate limiting to prevent abuse\n\n### Files to Update\n\n- `backend/app/main.py`\n- `backend/app/api/api_v1/endpoints/imap.py`\n- `backend/app/api/api_v1/endpoints/domains.py`\n\n### Related Documentation\n\n- [SECURITY.md](../SECURITY.md)\n- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "security",
+      "priority: critical",
+      "security: critical"
+    ],
+    "milestone": "Security Remediation Sprint",
+    "assignees": []
+  },
+  {
+    "title": "[Security Sprint] Secret Management",
+    "body": "## Description\n\nPart of the **Security Remediation Sprint** - Priority: **CRITICAL**\n\n### Tasks\n\n- [ ] Remove default SECRET_KEY value\n- [ ] Add SECRET_KEY validation on startup\n- [ ] Document secret generation in deployment guide\n- [ ] Add warning if default secret is detected\n\n### Files to Update\n\n- `backend/app/core/config.py`\n\n### Related Documentation\n\n- [SECURITY.md](../SECURITY.md)\n- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "security",
+      "priority: critical",
+      "security: critical"
+    ],
+    "milestone": "Security Remediation Sprint",
+    "assignees": []
+  },
+  {
+    "title": "[Security Sprint] XML Parsing Security",
+    "body": "## Description\n\nPart of the **Security Remediation Sprint** - Priority: **HIGH**\n\n### Tasks\n\n- [ ] Replace ElementTree with defusedxml\n- [ ] Add file size limits for uploads\n- [ ] Implement zip bomb protection\n- [ ] Add malware scanning hooks (optional)\n\n### Files to Update\n\n- `backend/app/services/dmarc_parser.py`\n\n### Related Documentation\n\n- [SECURITY.md](../SECURITY.md)\n- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "security",
+      "priority: high",
+      "security: high"
+    ],
+    "milestone": "Security Remediation Sprint",
+    "assignees": []
+  },
+  {
+    "title": "[Security Sprint] Input Validation",
+    "body": "## Description\n\nPart of the **Security Remediation Sprint** - Priority: **HIGH**\n\n### Tasks\n\n- [ ] Add domain name validation regex\n- [ ] Implement file type validation (MIME + extension)\n- [ ] Add parameter validation on all endpoints\n- [ ] Sanitize error messages\n\n### Files to Update\n\n- `backend/app/api/api_v1/endpoints/domains.py`\n- `backend/app/api/api_v1/endpoints/reports.py`\n- `backend/app/utils/domain_validator.py`\n\n### Related Documentation\n\n- [SECURITY.md](../SECURITY.md)\n- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "security",
+      "priority: high",
+      "security: high"
+    ],
+    "milestone": "Security Remediation Sprint",
+    "assignees": []
+  },
+  {
+    "title": "[Security Sprint] Security Headers",
+    "body": "## Description\n\nPart of the **Security Remediation Sprint** - Priority: **MEDIUM**\n\n### Tasks\n\n- [ ] Add security headers middleware\n- [ ] Implement CSP (Content Security Policy)\n- [ ] Add X-Frame-Options, X-Content-Type-Options\n- [ ] Configure HSTS for production\n\n### Related Documentation\n\n- [SECURITY.md](../SECURITY.md)\n- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "security",
+      "priority: medium"
+    ],
+    "milestone": "Security Remediation Sprint",
+    "assignees": []
+  },
+  {
+    "title": "[Security Sprint] CORS Configuration",
+    "body": "## Description\n\nPart of the **Security Remediation Sprint** - Priority: **MEDIUM**\n\n### Tasks\n\n- [ ] Restrict CORS methods and headers\n- [ ] Remove wildcard configurations\n- [ ] Document CORS setup for deployments\n\n### Files to Update\n\n- `backend/app/main.py`\n\n### Related Documentation\n\n- [SECURITY.md](../SECURITY.md)\n- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "security",
+      "priority: medium"
+    ],
+    "milestone": "Security Remediation Sprint",
+    "assignees": []
+  },
+  {
+    "title": "[Security Sprint] Error Handling",
+    "body": "## Description\n\nPart of the **Security Remediation Sprint** - Priority: **MEDIUM**\n\n### Tasks\n\n- [ ] Implement centralized error handling\n- [ ] Remove sensitive data from error responses\n- [ ] Add error logging with request context\n- [ ] Create user-friendly error messages\n\n### Related Documentation\n\n- [SECURITY.md](../SECURITY.md)\n- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "security",
+      "priority: medium"
+    ],
+    "milestone": "Security Remediation Sprint",
+    "assignees": []
+  },
+  {
+    "title": "[M4] Historical trend charts (Chart.js integration)",
+    "body": "## Description\n\nFeature for **Milestone 4: Enhanced Dashboard & Visualization**\n\n**Timeline**: Next - 4-6 weeks\n\n### Feature\nHistorical trend charts (Chart.js integration)\n\n### Related Documentation\n\n- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-4",
+      "priority: high"
+    ],
+    "milestone": "Milestone 4: Enhanced Dashboard & Visualization",
+    "assignees": []
+  },
+  {
+    "title": "[M4] Compliance rate visualizations",
+    "body": "## Description\n\nFeature for **Milestone 4: Enhanced Dashboard & Visualization**\n\n**Timeline**: Next - 4-6 weeks\n\n### Feature\nCompliance rate visualizations\n\n### Related Documentation\n\n- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-4",
+      "priority: high"
+    ],
+    "milestone": "Milestone 4: Enhanced Dashboard & Visualization",
+    "assignees": []
+  },
+  {
+    "title": "[M4] Volume and sender analytics",
+    "body": "## Description\n\nFeature for **Milestone 4: Enhanced Dashboard & Visualization**\n\n**Timeline**: Next - 4-6 weeks\n\n### Feature\nVolume and sender analytics\n\n### Related Documentation\n\n- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-4",
+      "priority: high"
+    ],
+    "milestone": "Milestone 4: Enhanced Dashboard & Visualization",
+    "assignees": []
+  },
+  {
+    "title": "[M4] Time-series data displays",
+    "body": "## Description\n\nFeature for **Milestone 4: Enhanced Dashboard & Visualization**\n\n**Timeline**: Next - 4-6 weeks\n\n### Feature\nTime-series data displays\n\n### Related Documentation\n\n- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-4",
+      "priority: high"
+    ],
+    "milestone": "Milestone 4: Enhanced Dashboard & Visualization",
+    "assignees": []
+  },
+  {
+    "title": "[M4] Domain comparison views",
+    "body": "## Description\n\nFeature for **Milestone 4: Enhanced Dashboard & Visualization**\n\n**Timeline**: Next - 4-6 weeks\n\n### Feature\nDomain comparison views\n\n### Related Documentation\n\n- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-4",
+      "priority: high"
+    ],
+    "milestone": "Milestone 4: Enhanced Dashboard & Visualization",
+    "assignees": []
+  },
+  {
+    "title": "[M5] FastAPI Users integration",
+    "body": "## Description\n\nFeature for **Milestone 5: User Authentication & Multi-User Support**\n\n**Timeline**: 8-10 weeks\n\n### Feature\nFastAPI Users integration\n\n### Related Documentation\n\n- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-5",
+      "priority: high"
+    ],
+    "milestone": "Milestone 5: User Authentication & Multi-User Support",
+    "assignees": []
+  },
+  {
+    "title": "[M5] User registration and management",
+    "body": "## Description\n\nFeature for **Milestone 5: User Authentication & Multi-User Support**\n\n**Timeline**: 8-10 weeks\n\n### Feature\nUser registration and management\n\n### Related Documentation\n\n- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-5",
+      "priority: high"
+    ],
+    "milestone": "Milestone 5: User Authentication & Multi-User Support",
+    "assignees": []
+  },
+  {
+    "title": "[M5] JWT-based authentication",
+    "body": "## Description\n\nFeature for **Milestone 5: User Authentication & Multi-User Support**\n\n**Timeline**: 8-10 weeks\n\n### Feature\nJWT-based authentication\n\n### Related Documentation\n\n- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-5",
+      "priority: high"
+    ],
+    "milestone": "Milestone 5: User Authentication & Multi-User Support",
+    "assignees": []
+  },
+  {
+    "title": "[M5] Role-based access control (RBAC)",
+    "body": "## Description\n\nFeature for **Milestone 5: User Authentication & Multi-User Support**\n\n**Timeline**: 8-10 weeks\n\n### Feature\nRole-based access control (RBAC)\n\n### Related Documentation\n\n- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-5",
+      "priority: high"
+    ],
+    "milestone": "Milestone 5: User Authentication & Multi-User Support",
+    "assignees": []
+  },
+  {
+    "title": "[M5] Password reset functionality",
+    "body": "## Description\n\nFeature for **Milestone 5: User Authentication & Multi-User Support**\n\n**Timeline**: 8-10 weeks\n\n### Feature\nPassword reset functionality\n\n### Related Documentation\n\n- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-5",
+      "priority: high"
+    ],
+    "milestone": "Milestone 5: User Authentication & Multi-User Support",
+    "assignees": []
+  },
+  {
+    "title": "[M5] Email verification (optional)",
+    "body": "## Description\n\nFeature for **Milestone 5: User Authentication & Multi-User Support**\n\n**Timeline**: 8-10 weeks\n\n### Feature\nEmail verification (optional)\n\n### Related Documentation\n\n- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-5",
+      "priority: high"
+    ],
+    "milestone": "Milestone 5: User Authentication & Multi-User Support",
+    "assignees": []
+  },
+  {
+    "title": "[M6] Apprise integration",
+    "body": "## Description\n\nFeature for **Milestone 6: Alerting & Notifications**\n\n**Timeline**: 10-12 weeks\n\n### Feature\nApprise integration\n\n### Related Documentation\n\n- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-6",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 6: Alerting & Notifications",
+    "assignees": []
+  },
+  {
+    "title": "[M6] Customizable alert rules",
+    "body": "## Description\n\nFeature for **Milestone 6: Alerting & Notifications**\n\n**Timeline**: 10-12 weeks\n\n### Feature\nCustomizable alert rules\n\n### Related Documentation\n\n- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-6",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 6: Alerting & Notifications",
+    "assignees": []
+  },
+  {
+    "title": "[M6] Multi-channel notifications (Email, Slack, etc.)",
+    "body": "## Description\n\nFeature for **Milestone 6: Alerting & Notifications**\n\n**Timeline**: 10-12 weeks\n\n### Feature\nMulti-channel notifications (Email, Slack, etc.)\n\n### Related Documentation\n\n- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-6",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 6: Alerting & Notifications",
+    "assignees": []
+  },
+  {
+    "title": "[M6] Alert history and management",
+    "body": "## Description\n\nFeature for **Milestone 6: Alerting & Notifications**\n\n**Timeline**: 10-12 weeks\n\n### Feature\nAlert history and management\n\n### Related Documentation\n\n- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-6",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 6: Alerting & Notifications",
+    "assignees": []
+  },
+  {
+    "title": "[M6] Notification preferences per user",
+    "body": "## Description\n\nFeature for **Milestone 6: Alerting & Notifications**\n\n**Timeline**: 10-12 weeks\n\n### Feature\nNotification preferences per user\n\n### Related Documentation\n\n- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-6",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 6: Alerting & Notifications",
+    "assignees": []
+  },
+  {
+    "title": "[M7] Custom alert conditions",
+    "body": "## Description\n\nFeature for **Milestone 7: Advanced Rule Engine**\n\n**Timeline**: 14-16 weeks\n\n### Feature\nCustom alert conditions\n\n### Related Documentation\n\n- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-7",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 7: Advanced Rule Engine",
+    "assignees": []
+  },
+  {
+    "title": "[M7] Threshold-based triggers",
+    "body": "## Description\n\nFeature for **Milestone 7: Advanced Rule Engine**\n\n**Timeline**: 14-16 weeks\n\n### Feature\nThreshold-based triggers\n\n### Related Documentation\n\n- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-7",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 7: Advanced Rule Engine",
+    "assignees": []
+  },
+  {
+    "title": "[M7] New sender detection",
+    "body": "## Description\n\nFeature for **Milestone 7: Advanced Rule Engine**\n\n**Timeline**: 14-16 weeks\n\n### Feature\nNew sender detection\n\n### Related Documentation\n\n- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-7",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 7: Advanced Rule Engine",
+    "assignees": []
+  },
+  {
+    "title": "[M7] Anomaly detection",
+    "body": "## Description\n\nFeature for **Milestone 7: Advanced Rule Engine**\n\n**Timeline**: 14-16 weeks\n\n### Feature\nAnomaly detection\n\n### Related Documentation\n\n- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-7",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 7: Advanced Rule Engine",
+    "assignees": []
+  },
+  {
+    "title": "[M7] Scheduled report summaries",
+    "body": "## Description\n\nFeature for **Milestone 7: Advanced Rule Engine**\n\n**Timeline**: 14-16 weeks\n\n### Feature\nScheduled report summaries\n\n### Related Documentation\n\n- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-7",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 7: Advanced Rule Engine",
+    "assignees": []
+  },
+  {
+    "title": "[M8] DNS record health checks",
+    "body": "## Description\n\nFeature for **Milestone 8: DNS Health & Cloudflare Integration**\n\n**Timeline**: 16-18 weeks\n\n### Feature\nDNS record health checks\n\n### Related Documentation\n\n- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-8",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 8: DNS Health & Cloudflare Integration",
+    "assignees": []
+  },
+  {
+    "title": "[M8] SPF/DKIM/DMARC validation",
+    "body": "## Description\n\nFeature for **Milestone 8: DNS Health & Cloudflare Integration**\n\n**Timeline**: 16-18 weeks\n\n### Feature\nSPF/DKIM/DMARC validation\n\n### Related Documentation\n\n- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-8",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 8: DNS Health & Cloudflare Integration",
+    "assignees": []
+  },
+  {
+    "title": "[M8] Cloudflare API integration",
+    "body": "## Description\n\nFeature for **Milestone 8: DNS Health & Cloudflare Integration**\n\n**Timeline**: 16-18 weeks\n\n### Feature\nCloudflare API integration\n\n### Related Documentation\n\n- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-8",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 8: DNS Health & Cloudflare Integration",
+    "assignees": []
+  },
+  {
+    "title": "[M8] Configuration recommendations",
+    "body": "## Description\n\nFeature for **Milestone 8: DNS Health & Cloudflare Integration**\n\n**Timeline**: 16-18 weeks\n\n### Feature\nConfiguration recommendations\n\n### Related Documentation\n\n- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-8",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 8: DNS Health & Cloudflare Integration",
+    "assignees": []
+  },
+  {
+    "title": "[M8] DNS change tracking",
+    "body": "## Description\n\nFeature for **Milestone 8: DNS Health & Cloudflare Integration**\n\n**Timeline**: 16-18 weeks\n\n### Feature\nDNS change tracking\n\n### Related Documentation\n\n- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-8",
+      "priority: medium"
+    ],
+    "milestone": "Milestone 8: DNS Health & Cloudflare Integration",
+    "assignees": []
+  },
+  {
+    "title": "[M9] Forensic report parsing",
+    "body": "## Description\n\nFeature for **Milestone 9: Forensic Reports**\n\n**Timeline**: RUF) Support (20-22 weeks\n\n### Feature\nForensic report parsing\n\n### Related Documentation\n\n- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-9",
+      "priority: low"
+    ],
+    "milestone": "Milestone 9: Forensic Reports",
+    "assignees": []
+  },
+  {
+    "title": "[M9] Failure sample analysis",
+    "body": "## Description\n\nFeature for **Milestone 9: Forensic Reports**\n\n**Timeline**: RUF) Support (20-22 weeks\n\n### Feature\nFailure sample analysis\n\n### Related Documentation\n\n- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-9",
+      "priority: low"
+    ],
+    "milestone": "Milestone 9: Forensic Reports",
+    "assignees": []
+  },
+  {
+    "title": "[M9] PII redaction options",
+    "body": "## Description\n\nFeature for **Milestone 9: Forensic Reports**\n\n**Timeline**: RUF) Support (20-22 weeks\n\n### Feature\nPII redaction options\n\n### Related Documentation\n\n- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-9",
+      "priority: low"
+    ],
+    "milestone": "Milestone 9: Forensic Reports",
+    "assignees": []
+  },
+  {
+    "title": "[M9] Detailed authentication failure views",
+    "body": "## Description\n\nFeature for **Milestone 9: Forensic Reports**\n\n**Timeline**: RUF) Support (20-22 weeks\n\n### Feature\nDetailed authentication failure views\n\n### Related Documentation\n\n- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-9",
+      "priority: low"
+    ],
+    "milestone": "Milestone 9: Forensic Reports",
+    "assignees": []
+  },
+  {
+    "title": "[M9] Sample download/export",
+    "body": "## Description\n\nFeature for **Milestone 9: Forensic Reports**\n\n**Timeline**: RUF) Support (20-22 weeks\n\n### Feature\nSample download/export\n\n### Related Documentation\n\n- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-9",
+      "priority: low"
+    ],
+    "milestone": "Milestone 9: Forensic Reports",
+    "assignees": []
+  },
+  {
+    "title": "[M10] Historical trend analysis",
+    "body": "## Description\n\nFeature for **Milestone 10: Advanced Analytics & Reporting**\n\n**Timeline**: 24-26 weeks\n\n### Feature\nHistorical trend analysis\n\n### Related Documentation\n\n- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-10",
+      "priority: low"
+    ],
+    "milestone": "Milestone 10: Advanced Analytics & Reporting",
+    "assignees": []
+  },
+  {
+    "title": "[M10] Comparative reporting",
+    "body": "## Description\n\nFeature for **Milestone 10: Advanced Analytics & Reporting**\n\n**Timeline**: 24-26 weeks\n\n### Feature\nComparative reporting\n\n### Related Documentation\n\n- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-10",
+      "priority: low"
+    ],
+    "milestone": "Milestone 10: Advanced Analytics & Reporting",
+    "assignees": []
+  },
+  {
+    "title": "[M10] Export capabilities (PDF, CSV)",
+    "body": "## Description\n\nFeature for **Milestone 10: Advanced Analytics & Reporting**\n\n**Timeline**: 24-26 weeks\n\n### Feature\nExport capabilities (PDF, CSV)\n\n### Related Documentation\n\n- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-10",
+      "priority: low"
+    ],
+    "milestone": "Milestone 10: Advanced Analytics & Reporting",
+    "assignees": []
+  },
+  {
+    "title": "[M10] Scheduled reports",
+    "body": "## Description\n\nFeature for **Milestone 10: Advanced Analytics & Reporting**\n\n**Timeline**: 24-26 weeks\n\n### Feature\nScheduled reports\n\n### Related Documentation\n\n- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-10",
+      "priority: low"
+    ],
+    "milestone": "Milestone 10: Advanced Analytics & Reporting",
+    "assignees": []
+  },
+  {
+    "title": "[M10] Custom dashboards",
+    "body": "## Description\n\nFeature for **Milestone 10: Advanced Analytics & Reporting**\n\n**Timeline**: 24-26 weeks\n\n### Feature\nCustom dashboards\n\n### Related Documentation\n\n- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-10",
+      "priority: low"
+    ],
+    "milestone": "Milestone 10: Advanced Analytics & Reporting",
+    "assignees": []
+  },
+  {
+    "title": "[M11] Multi-tenant architecture",
+    "body": "## Description\n\nFeature for **Milestone 11: Enterprise Features**\n\n**Timeline**: 28-30+ weeks\n\n### Feature\nMulti-tenant architecture\n\n### Related Documentation\n\n- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-11",
+      "priority: low"
+    ],
+    "milestone": "Milestone 11: Enterprise Features",
+    "assignees": []
+  },
+  {
+    "title": "[M11] API rate limiting",
+    "body": "## Description\n\nFeature for **Milestone 11: Enterprise Features**\n\n**Timeline**: 28-30+ weeks\n\n### Feature\nAPI rate limiting\n\n### Related Documentation\n\n- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-11",
+      "priority: low"
+    ],
+    "milestone": "Milestone 11: Enterprise Features",
+    "assignees": []
+  },
+  {
+    "title": "[M11] Advanced RBAC",
+    "body": "## Description\n\nFeature for **Milestone 11: Enterprise Features**\n\n**Timeline**: 28-30+ weeks\n\n### Feature\nAdvanced RBAC\n\n### Related Documentation\n\n- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-11",
+      "priority: low"
+    ],
+    "milestone": "Milestone 11: Enterprise Features",
+    "assignees": []
+  },
+  {
+    "title": "[M11] SSO integration (SAML, OAuth)",
+    "body": "## Description\n\nFeature for **Milestone 11: Enterprise Features**\n\n**Timeline**: 28-30+ weeks\n\n### Feature\nSSO integration (SAML, OAuth)\n\n### Related Documentation\n\n- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-11",
+      "priority: low"
+    ],
+    "milestone": "Milestone 11: Enterprise Features",
+    "assignees": []
+  },
+  {
+    "title": "[M11] Compliance reporting (SOC 2, GDPR)",
+    "body": "## Description\n\nFeature for **Milestone 11: Enterprise Features**\n\n**Timeline**: 28-30+ weeks\n\n### Feature\nCompliance reporting (SOC 2, GDPR)\n\n### Related Documentation\n\n- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-11",
+      "priority: low"
+    ],
+    "milestone": "Milestone 11: Enterprise Features",
+    "assignees": []
+  },
+  {
+    "title": "[M11] High availability setup",
+    "body": "## Description\n\nFeature for **Milestone 11: Enterprise Features**\n\n**Timeline**: 28-30+ weeks\n\n### Feature\nHigh availability setup\n\n### Related Documentation\n\n- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-11",
+      "priority: low"
+    ],
+    "milestone": "Milestone 11: Enterprise Features",
+    "assignees": []
+  },
+  {
+    "title": "[M11] Backup and disaster recovery",
+    "body": "## Description\n\nFeature for **Milestone 11: Enterprise Features**\n\n**Timeline**: 28-30+ weeks\n\n### Feature\nBackup and disaster recovery\n\n### Related Documentation\n\n- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "enhancement",
+      "milestone-11",
+      "priority: low"
+    ],
+    "milestone": "Milestone 11: Enterprise Features",
+    "assignees": []
+  },
+  {
+    "title": "[Continuous] Code Quality Improvements",
+    "body": "## Description\n\nOngoing code quality tasks to maintain and improve DMARQ.\n\n### Tasks\n\n- [ ] Maintain >80% test coverage\n- [ ] Regular dependency updates\n- [ ] Code review for all changes\n- [ ] Performance optimization\n- [ ] Technical debt reduction\n\n### Related Documentation\n\n- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "maintenance",
+      "continuous-improvement",
+      "code-quality"
+    ],
+    "milestone": "Continuous Improvements",
+    "assignees": []
+  },
+  {
+    "title": "[Continuous] Security Improvements",
+    "body": "## Description\n\nOngoing security tasks to maintain and improve DMARQ.\n\n### Tasks\n\n- [ ] Monthly security audits\n- [ ] Automated vulnerability scanning (GitHub Actions)\n- [ ] Dependency security monitoring\n- [ ] Regular penetration testing\n- [ ] Security training for contributors\n\n### Related Documentation\n\n- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "maintenance",
+      "continuous-improvement",
+      "security"
+    ],
+    "milestone": "Continuous Improvements",
+    "assignees": []
+  },
+  {
+    "title": "[Continuous] Documentation Improvements",
+    "body": "## Description\n\nOngoing documentation tasks to maintain and improve DMARQ.\n\n### Tasks\n\n- [ ] Keep documentation current\n- [ ] API documentation completeness\n- [ ] Security best practices guide\n- [ ] Deployment playbooks\n- [ ] Troubleshooting guides\n\n### Related Documentation\n\n- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "maintenance",
+      "continuous-improvement",
+      "documentation"
+    ],
+    "milestone": "Continuous Improvements",
+    "assignees": []
+  },
+  {
+    "title": "[Continuous] Community Improvements",
+    "body": "## Description\n\nOngoing community tasks to maintain and improve DMARQ.\n\n### Tasks\n\n- [ ] Issue triage and response\n- [ ] PR review and merging\n- [ ] Community engagement\n- [ ] Feature request evaluation\n- [ ] Bug fix prioritization\n\n### Related Documentation\n\n- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)\n\n---\n*This issue was auto-generated from the DMARQ roadmap.*",
+    "labels": [
+      "maintenance",
+      "continuous-improvement"
+    ],
+    "milestone": "Continuous Improvements",
+    "assignees": []
+  }
+]
\ No newline at end of file
diff --git a/generated_issues/issues_preview.md b/generated_issues/issues_preview.md
new file mode 100644
index 0000000..5d9b04b
--- /dev/null
+++ b/generated_issues/issues_preview.md
@@ -0,0 +1,1400 @@
+# DMARQ Roadmap Issues
+
+Auto-generated from roadmap documents.
+
+**Total Issues**: 54
+
+---
+
+## Continuous Improvements
+
+**Count**: 4
+
+### [Continuous] Code Quality Improvements
+
+**Labels**: maintenance, continuous-improvement, code-quality
+
+```markdown
+## Description
+
+Ongoing code quality tasks to maintain and improve DMARQ.
+
+### Tasks
+
+- [ ] Maintain >80% test coverage
+- [ ] Regular dependency updates
+- [ ] Code review for all changes
+- [ ] Performance optimization
+- [ ] Technical debt reduction
+
+### Related Documentation
+
+- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [Continuous] Security Improvements
+
+**Labels**: maintenance, continuous-improvement, security
+
+```markdown
+## Description
+
+Ongoing security tasks to maintain and improve DMARQ.
+
+### Tasks
+
+- [ ] Monthly security audits
+- [ ] Automated vulnerability scanning (GitHub Actions)
+- [ ] Dependency security monitoring
+- [ ] Regular penetration testing
+- [ ] Security training for contributors
+
+### Related Documentation
+
+- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [Continuous] Documentation Improvements
+
+**Labels**: maintenance, continuous-improvement, documentation
+
+```markdown
+## Description
+
+Ongoing documentation tasks to maintain and improve DMARQ.
+
+### Tasks
+
+- [ ] Keep documentation current
+- [ ] API documentation completeness
+- [ ] Security best practices guide
+- [ ] Deployment playbooks
+- [ ] Troubleshooting guides
+
+### Related Documentation
+
+- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [Continuous] Community Improvements
+
+**Labels**: maintenance, continuous-improvement
+
+```markdown
+## Description
+
+Ongoing community tasks to maintain and improve DMARQ.
+
+### Tasks
+
+- [ ] Issue triage and response
+- [ ] PR review and merging
+- [ ] Community engagement
+- [ ] Feature request evaluation
+- [ ] Bug fix prioritization
+
+### Related Documentation
+
+- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+## Milestone 10: Advanced Analytics & Reporting
+
+**Count**: 5
+
+### [M10] Historical trend analysis
+
+**Labels**: enhancement, milestone-10, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 10: Advanced Analytics & Reporting**
+
+**Timeline**: 24-26 weeks
+
+### Feature
+Historical trend analysis
+
+### Related Documentation
+
+- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M10] Comparative reporting
+
+**Labels**: enhancement, milestone-10, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 10: Advanced Analytics & Reporting**
+
+**Timeline**: 24-26 weeks
+
+### Feature
+Comparative reporting
+
+### Related Documentation
+
+- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M10] Export capabilities (PDF, CSV)
+
+**Labels**: enhancement, milestone-10, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 10: Advanced Analytics & Reporting**
+
+**Timeline**: 24-26 weeks
+
+### Feature
+Export capabilities (PDF, CSV)
+
+### Related Documentation
+
+- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M10] Scheduled reports
+
+**Labels**: enhancement, milestone-10, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 10: Advanced Analytics & Reporting**
+
+**Timeline**: 24-26 weeks
+
+### Feature
+Scheduled reports
+
+### Related Documentation
+
+- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M10] Custom dashboards
+
+**Labels**: enhancement, milestone-10, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 10: Advanced Analytics & Reporting**
+
+**Timeline**: 24-26 weeks
+
+### Feature
+Custom dashboards
+
+### Related Documentation
+
+- [Milestone 10](../ROADMAP.md#milestone-10-advanced-analytics--reporting)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+## Milestone 11: Enterprise Features
+
+**Count**: 7
+
+### [M11] Multi-tenant architecture
+
+**Labels**: enhancement, milestone-11, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+Multi-tenant architecture
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M11] API rate limiting
+
+**Labels**: enhancement, milestone-11, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+API rate limiting
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M11] Advanced RBAC
+
+**Labels**: enhancement, milestone-11, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+Advanced RBAC
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M11] SSO integration (SAML, OAuth)
+
+**Labels**: enhancement, milestone-11, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+SSO integration (SAML, OAuth)
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M11] Compliance reporting (SOC 2, GDPR)
+
+**Labels**: enhancement, milestone-11, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+Compliance reporting (SOC 2, GDPR)
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M11] High availability setup
+
+**Labels**: enhancement, milestone-11, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+High availability setup
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M11] Backup and disaster recovery
+
+**Labels**: enhancement, milestone-11, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 11: Enterprise Features**
+
+**Timeline**: 28-30+ weeks
+
+### Feature
+Backup and disaster recovery
+
+### Related Documentation
+
+- [Milestone 11](../ROADMAP.md#milestone-11-enterprise-features)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+## Milestone 4: Enhanced Dashboard & Visualization
+
+**Count**: 5
+
+### [M4] Historical trend charts (Chart.js integration)
+
+**Labels**: enhancement, milestone-4, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 4: Enhanced Dashboard & Visualization**
+
+**Timeline**: Next - 4-6 weeks
+
+### Feature
+Historical trend charts (Chart.js integration)
+
+### Related Documentation
+
+- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M4] Compliance rate visualizations
+
+**Labels**: enhancement, milestone-4, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 4: Enhanced Dashboard & Visualization**
+
+**Timeline**: Next - 4-6 weeks
+
+### Feature
+Compliance rate visualizations
+
+### Related Documentation
+
+- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M4] Volume and sender analytics
+
+**Labels**: enhancement, milestone-4, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 4: Enhanced Dashboard & Visualization**
+
+**Timeline**: Next - 4-6 weeks
+
+### Feature
+Volume and sender analytics
+
+### Related Documentation
+
+- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M4] Time-series data displays
+
+**Labels**: enhancement, milestone-4, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 4: Enhanced Dashboard & Visualization**
+
+**Timeline**: Next - 4-6 weeks
+
+### Feature
+Time-series data displays
+
+### Related Documentation
+
+- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M4] Domain comparison views
+
+**Labels**: enhancement, milestone-4, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 4: Enhanced Dashboard & Visualization**
+
+**Timeline**: Next - 4-6 weeks
+
+### Feature
+Domain comparison views
+
+### Related Documentation
+
+- [Milestone 4](../ROADMAP.md#milestone-4-enhanced-dashboard--visualization)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+## Milestone 5: User Authentication & Multi-User Support
+
+**Count**: 6
+
+### [M5] FastAPI Users integration
+
+**Labels**: enhancement, milestone-5, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+FastAPI Users integration
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M5] User registration and management
+
+**Labels**: enhancement, milestone-5, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+User registration and management
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M5] JWT-based authentication
+
+**Labels**: enhancement, milestone-5, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+JWT-based authentication
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M5] Role-based access control (RBAC)
+
+**Labels**: enhancement, milestone-5, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+Role-based access control (RBAC)
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M5] Password reset functionality
+
+**Labels**: enhancement, milestone-5, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+Password reset functionality
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M5] Email verification (optional)
+
+**Labels**: enhancement, milestone-5, priority: high
+
+```markdown
+## Description
+
+Feature for **Milestone 5: User Authentication & Multi-User Support**
+
+**Timeline**: 8-10 weeks
+
+### Feature
+Email verification (optional)
+
+### Related Documentation
+
+- [Milestone 5](../ROADMAP.md#milestone-5-user-authentication--multi-user-support)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+## Milestone 6: Alerting & Notifications
+
+**Count**: 5
+
+### [M6] Apprise integration
+
+**Labels**: enhancement, milestone-6, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 6: Alerting & Notifications**
+
+**Timeline**: 10-12 weeks
+
+### Feature
+Apprise integration
+
+### Related Documentation
+
+- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M6] Customizable alert rules
+
+**Labels**: enhancement, milestone-6, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 6: Alerting & Notifications**
+
+**Timeline**: 10-12 weeks
+
+### Feature
+Customizable alert rules
+
+### Related Documentation
+
+- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M6] Multi-channel notifications (Email, Slack, etc.)
+
+**Labels**: enhancement, milestone-6, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 6: Alerting & Notifications**
+
+**Timeline**: 10-12 weeks
+
+### Feature
+Multi-channel notifications (Email, Slack, etc.)
+
+### Related Documentation
+
+- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M6] Alert history and management
+
+**Labels**: enhancement, milestone-6, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 6: Alerting & Notifications**
+
+**Timeline**: 10-12 weeks
+
+### Feature
+Alert history and management
+
+### Related Documentation
+
+- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M6] Notification preferences per user
+
+**Labels**: enhancement, milestone-6, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 6: Alerting & Notifications**
+
+**Timeline**: 10-12 weeks
+
+### Feature
+Notification preferences per user
+
+### Related Documentation
+
+- [Milestone 6](../ROADMAP.md#milestone-6-alerting--notifications)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+## Milestone 7: Advanced Rule Engine
+
+**Count**: 5
+
+### [M7] Custom alert conditions
+
+**Labels**: enhancement, milestone-7, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 7: Advanced Rule Engine**
+
+**Timeline**: 14-16 weeks
+
+### Feature
+Custom alert conditions
+
+### Related Documentation
+
+- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M7] Threshold-based triggers
+
+**Labels**: enhancement, milestone-7, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 7: Advanced Rule Engine**
+
+**Timeline**: 14-16 weeks
+
+### Feature
+Threshold-based triggers
+
+### Related Documentation
+
+- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M7] New sender detection
+
+**Labels**: enhancement, milestone-7, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 7: Advanced Rule Engine**
+
+**Timeline**: 14-16 weeks
+
+### Feature
+New sender detection
+
+### Related Documentation
+
+- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M7] Anomaly detection
+
+**Labels**: enhancement, milestone-7, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 7: Advanced Rule Engine**
+
+**Timeline**: 14-16 weeks
+
+### Feature
+Anomaly detection
+
+### Related Documentation
+
+- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M7] Scheduled report summaries
+
+**Labels**: enhancement, milestone-7, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 7: Advanced Rule Engine**
+
+**Timeline**: 14-16 weeks
+
+### Feature
+Scheduled report summaries
+
+### Related Documentation
+
+- [Milestone 7](../ROADMAP.md#milestone-7-advanced-rule-engine)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+## Milestone 8: DNS Health & Cloudflare Integration
+
+**Count**: 5
+
+### [M8] DNS record health checks
+
+**Labels**: enhancement, milestone-8, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 8: DNS Health & Cloudflare Integration**
+
+**Timeline**: 16-18 weeks
+
+### Feature
+DNS record health checks
+
+### Related Documentation
+
+- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M8] SPF/DKIM/DMARC validation
+
+**Labels**: enhancement, milestone-8, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 8: DNS Health & Cloudflare Integration**
+
+**Timeline**: 16-18 weeks
+
+### Feature
+SPF/DKIM/DMARC validation
+
+### Related Documentation
+
+- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M8] Cloudflare API integration
+
+**Labels**: enhancement, milestone-8, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 8: DNS Health & Cloudflare Integration**
+
+**Timeline**: 16-18 weeks
+
+### Feature
+Cloudflare API integration
+
+### Related Documentation
+
+- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M8] Configuration recommendations
+
+**Labels**: enhancement, milestone-8, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 8: DNS Health & Cloudflare Integration**
+
+**Timeline**: 16-18 weeks
+
+### Feature
+Configuration recommendations
+
+### Related Documentation
+
+- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M8] DNS change tracking
+
+**Labels**: enhancement, milestone-8, priority: medium
+
+```markdown
+## Description
+
+Feature for **Milestone 8: DNS Health & Cloudflare Integration**
+
+**Timeline**: 16-18 weeks
+
+### Feature
+DNS change tracking
+
+### Related Documentation
+
+- [Milestone 8](../ROADMAP.md#milestone-8-dns-health--cloudflare-integration)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+## Milestone 9: Forensic Reports
+
+**Count**: 5
+
+### [M9] Forensic report parsing
+
+**Labels**: enhancement, milestone-9, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 9: Forensic Reports**
+
+**Timeline**: RUF) Support (20-22 weeks
+
+### Feature
+Forensic report parsing
+
+### Related Documentation
+
+- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M9] Failure sample analysis
+
+**Labels**: enhancement, milestone-9, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 9: Forensic Reports**
+
+**Timeline**: RUF) Support (20-22 weeks
+
+### Feature
+Failure sample analysis
+
+### Related Documentation
+
+- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M9] PII redaction options
+
+**Labels**: enhancement, milestone-9, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 9: Forensic Reports**
+
+**Timeline**: RUF) Support (20-22 weeks
+
+### Feature
+PII redaction options
+
+### Related Documentation
+
+- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M9] Detailed authentication failure views
+
+**Labels**: enhancement, milestone-9, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 9: Forensic Reports**
+
+**Timeline**: RUF) Support (20-22 weeks
+
+### Feature
+Detailed authentication failure views
+
+### Related Documentation
+
+- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [M9] Sample download/export
+
+**Labels**: enhancement, milestone-9, priority: low
+
+```markdown
+## Description
+
+Feature for **Milestone 9: Forensic Reports**
+
+**Timeline**: RUF) Support (20-22 weeks
+
+### Feature
+Sample download/export
+
+### Related Documentation
+
+- [Milestone 9](../ROADMAP.md#milestone-9-forensic-reports)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+## Security Remediation Sprint
+
+**Count**: 7
+
+### [Security Sprint] Authentication & Authorization
+
+**Labels**: security, priority: critical, security: critical
+
+```markdown
+## Description
+
+Part of the **Security Remediation Sprint** - Priority: **CRITICAL**
+
+### Tasks
+
+- [ ] Add authentication middleware to all admin endpoints
+- [ ] Implement proper user authentication system
+- [ ] Add authorization checks on sensitive operations
+- [ ] Add rate limiting to prevent abuse
+
+### Files to Update
+
+- `backend/app/main.py`
+- `backend/app/api/api_v1/endpoints/imap.py`
+- `backend/app/api/api_v1/endpoints/domains.py`
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [Security Sprint] Secret Management
+
+**Labels**: security, priority: critical, security: critical
+
+```markdown
+## Description
+
+Part of the **Security Remediation Sprint** - Priority: **CRITICAL**
+
+### Tasks
+
+- [ ] Remove default SECRET_KEY value
+- [ ] Add SECRET_KEY validation on startup
+- [ ] Document secret generation in deployment guide
+- [ ] Add warning if default secret is detected
+
+### Files to Update
+
+- `backend/app/core/config.py`
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [Security Sprint] XML Parsing Security
+
+**Labels**: security, priority: high, security: high
+
+```markdown
+## Description
+
+Part of the **Security Remediation Sprint** - Priority: **HIGH**
+
+### Tasks
+
+- [ ] Replace ElementTree with defusedxml
+- [ ] Add file size limits for uploads
+- [ ] Implement zip bomb protection
+- [ ] Add malware scanning hooks (optional)
+
+### Files to Update
+
+- `backend/app/services/dmarc_parser.py`
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [Security Sprint] Input Validation
+
+**Labels**: security, priority: high, security: high
+
+```markdown
+## Description
+
+Part of the **Security Remediation Sprint** - Priority: **HIGH**
+
+### Tasks
+
+- [ ] Add domain name validation regex
+- [ ] Implement file type validation (MIME + extension)
+- [ ] Add parameter validation on all endpoints
+- [ ] Sanitize error messages
+
+### Files to Update
+
+- `backend/app/api/api_v1/endpoints/domains.py`
+- `backend/app/api/api_v1/endpoints/reports.py`
+- `backend/app/utils/domain_validator.py`
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [Security Sprint] Security Headers
+
+**Labels**: security, priority: medium
+
+```markdown
+## Description
+
+Part of the **Security Remediation Sprint** - Priority: **MEDIUM**
+
+### Tasks
+
+- [ ] Add security headers middleware
+- [ ] Implement CSP (Content Security Policy)
+- [ ] Add X-Frame-Options, X-Content-Type-Options
+- [ ] Configure HSTS for production
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [Security Sprint] CORS Configuration
+
+**Labels**: security, priority: medium
+
+```markdown
+## Description
+
+Part of the **Security Remediation Sprint** - Priority: **MEDIUM**
+
+### Tasks
+
+- [ ] Restrict CORS methods and headers
+- [ ] Remove wildcard configurations
+- [ ] Document CORS setup for deployments
+
+### Files to Update
+
+- `backend/app/main.py`
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
+### [Security Sprint] Error Handling
+
+**Labels**: security, priority: medium
+
+```markdown
+## Description
+
+Part of the **Security Remediation Sprint** - Priority: **MEDIUM**
+
+### Tasks
+
+- [ ] Implement centralized error handling
+- [ ] Remove sensitive data from error responses
+- [ ] Add error logging with request context
+- [ ] Create user-friendly error messages
+
+### Related Documentation
+
+- [SECURITY.md](../SECURITY.md)
+- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)
+
+---
+*This issue was auto-generated from the DMARQ roadmap.*
+```
+
+---
+
diff --git a/scripts/generate_issues.py b/scripts/generate_issues.py
new file mode 100644
index 0000000..3136008
--- /dev/null
+++ b/scripts/generate_issues.py
@@ -0,0 +1,499 @@
+#!/usr/bin/env python3
+"""
+Script to generate GitHub issues from DMARQ roadmap documents.
+
+This script parses the roadmap files and creates structured issue templates
+that can be imported to GitHub.
+"""
+
+import json
+import re
+from pathlib import Path
+from typing import List, Dict, Any
+from dataclasses import dataclass, asdict
+
+
+@dataclass
+class Issue:
+    """Represents a GitHub issue."""
+    title: str
+    body: str
+    labels: List[str]
+    milestone: str = ""
+    assignees: List[str] = None
+    
+    def __post_init__(self):
+        if self.assignees is None:
+            self.assignees = []
+
+
+class RoadmapParser:
+    """Parser for DMARQ roadmap documents."""
+    
+    def __init__(self, roadmap_path: Path):
+        self.roadmap_path = roadmap_path
+        self.content = roadmap_path.read_text()
+        self.issues: List[Issue] = []
+        
+    def parse_security_sprint(self) -> List[Issue]:
+        """Parse the Security Remediation Sprint section."""
+        issues = []
+        
+        # Pattern to match sections like "#### 1. Authentication & Authorization (CRITICAL)"
+        section_pattern = r'####\s+(\d+)\.\s+(.+?)\((.+?)\)\s*\n(.*?)(?=####|\n##|\Z)'
+        
+        for match in re.finditer(section_pattern, self.content, re.DOTALL):
+            section_num = match.group(1)
+            title = match.group(2).strip()
+            priority = match.group(3).strip()
+            content = match.group(4).strip()
+            
+            # Extract checklist items
+            checklist_items = re.findall(r'- \[ \] (.+)', content)
+            
+            # Extract files to fix
+            files_section = re.search(r'\*\*Files to Fix\*\*:\s*\n((?:\s*-\s+`.+?`.*\n?)+)', content)
+            files = []
+            if files_section:
+                files = re.findall(r'-\s+`(.+?)`', files_section.group(1))
+            
+            # Build issue body
+            body_parts = [
+                f"## Description",
+                f"",
+                f"Part of the **Security Remediation Sprint** - Priority: **{priority}**",
+                f"",
+                f"### Tasks",
+                ""
+            ]
+            
+            for item in checklist_items:
+                body_parts.append(f"- [ ] {item}")
+            
+            if files:
+                body_parts.extend([
+                    "",
+                    "### Files to Update",
+                    ""
+                ])
+                for file in files:
+                    body_parts.append(f"- `{file}`")
+            
+            body_parts.extend([
+                "",
+                "### Related Documentation",
+                "",
+                "- [SECURITY.md](../SECURITY.md)",
+                "- [Security Remediation Sprint](../ROADMAP.md#security-remediation-sprint-priority---in-progress)",
+                "",
+                "---",
+                "*This issue was auto-generated from the DMARQ roadmap.*"
+            ])
+            
+            # Determine labels based on priority
+            labels = ["security"]
+            if "CRITICAL" in priority:
+                labels.extend(["priority: critical", "security: critical"])
+            elif "HIGH" in priority:
+                labels.extend(["priority: high", "security: high"])
+            elif "MEDIUM" in priority:
+                labels.extend(["priority: medium"])
+            
+            issue = Issue(
+                title=f"[Security Sprint] {title}",
+                body="\n".join(body_parts),
+                labels=labels,
+                milestone="Security Remediation Sprint"
+            )
+            issues.append(issue)
+        
+        return issues
+    
+    def parse_milestone_features(self) -> List[Issue]:
+        """Parse milestone features from the roadmap."""
+        issues = []
+        
+        # Pattern to match milestone sections
+        milestone_pattern = r'##\s+Milestone\s+(\d+):\s+(.+?)(?:\((.+?)\))?\s*\n(.*?)(?=\n##|\Z)'
+        
+        for match in re.finditer(milestone_pattern, self.content, re.DOTALL):
+            milestone_num = match.group(1)
+            milestone_name = match.group(2).strip()
+            timeline = match.group(3) or ""
+            content = match.group(4).strip()
+            
+            # Skip completed milestones
+            if "COMPLETE ✅" in milestone_name or "✅" in content[:100]:
+                continue
+            
+            # Extract planned features
+            features_match = re.search(r'###\s+Planned Features\s*\n((?:- \[ \].+\n?)+)', content, re.MULTILINE)
+            security_match = re.search(r'###\s+Security (?:Features|Considerations|Enhancements Needed)\s*\n((?:- \[ \].+\n?)+)', content, re.MULTILINE)
+            
+            if features_match:
+                features = re.findall(r'- \[ \] (.+)', features_match.group(1))
+                
+                for feature in features:
+                    body_parts = [
+                        f"## Description",
+                        f"",
+                        f"Feature for **Milestone {milestone_num}: {milestone_name}**",
+                        f"",
+                    ]
+                    
+                    if timeline:
+                        body_parts.append(f"**Timeline**: {timeline}")
+                        body_parts.append("")
+                    
+                    body_parts.extend([
+                        f"### Feature",
+                        f"{feature}",
+                        "",
+                    ])
+                    
+                    # Add security considerations if they exist
+                    if security_match:
+                        security_items = re.findall(r'- \[ \] (.+)', security_match.group(1))
+                        if security_items:
+                            body_parts.extend([
+                                "### Security Considerations",
+                                ""
+                            ])
+                            for item in security_items:
+                                body_parts.append(f"- [ ] {item}")
+                            body_parts.append("")
+                    
+                    body_parts.extend([
+                        "### Related Documentation",
+                        "",
+                        f"- [Milestone {milestone_num}](../ROADMAP.md#milestone-{milestone_num}-{milestone_name.lower().replace(' ', '-').replace('&', '').replace('(', '').replace(')', '')})",
+                        "",
+                        "---",
+                        "*This issue was auto-generated from the DMARQ roadmap.*"
+                    ])
+                    
+                    labels = ["enhancement", f"milestone-{milestone_num}"]
+                    
+                    # Add priority based on milestone
+                    if int(milestone_num) <= 5:
+                        labels.append("priority: high")
+                    elif int(milestone_num) <= 8:
+                        labels.append("priority: medium")
+                    else:
+                        labels.append("priority: low")
+                    
+                    issue = Issue(
+                        title=f"[M{milestone_num}] {feature[:80]}",
+                        body="\n".join(body_parts),
+                        labels=labels,
+                        milestone=f"Milestone {milestone_num}: {milestone_name}"
+                    )
+                    issues.append(issue)
+            
+            # Create separate issues for security enhancements
+            if security_match and "Security Enhancements Needed" in content:
+                security_items = re.findall(r'- \[ \] (.+)', security_match.group(1))
+                
+                if security_items:
+                    body_parts = [
+                        f"## Description",
+                        f"",
+                        f"Security enhancements for **Milestone {milestone_num}: {milestone_name}**",
+                        f"",
+                        "### Security Tasks",
+                        ""
+                    ]
+                    
+                    for item in security_items:
+                        body_parts.append(f"- [ ] {item}")
+                    
+                    body_parts.extend([
+                        "",
+                        "### Related Documentation",
+                        "",
+                        f"- [Milestone {milestone_num}](../ROADMAP.md#milestone-{milestone_num}-{milestone_name.lower().replace(' ', '-').replace('&', '').replace('(', '').replace(')', '')})",
+                        "- [SECURITY.md](../SECURITY.md)",
+                        "",
+                        "---",
+                        "*This issue was auto-generated from the DMARQ roadmap.*"
+                    ])
+                    
+                    issue = Issue(
+                        title=f"[M{milestone_num}] Security Enhancements for {milestone_name}",
+                        body="\n".join(body_parts),
+                        labels=["security", f"milestone-{milestone_num}", "enhancement"],
+                        milestone=f"Milestone {milestone_num}: {milestone_name}"
+                    )
+                    issues.append(issue)
+        
+        return issues
+    
+    def parse_continuous_improvements(self) -> List[Issue]:
+        """Parse continuous improvement tasks."""
+        issues = []
+        
+        # Find the Continuous Improvements section
+        ci_start = self.content.find('## Continuous Improvements')
+        if ci_start == -1:
+            return issues
+        
+        # Find the end at "---" or next "##"
+        content_after_ci = self.content[ci_start:]
+        
+        # Find the first separator (--- line by itself)
+        separator_match = re.search(r'\n---\n', content_after_ci)
+        next_section_match = re.search(r'\n## [^C]', content_after_ci)  # Next section that doesn't start with 'C'
+        
+        # Take whichever comes first
+        end_pos = len(content_after_ci)
+        if separator_match and next_section_match:
+            end_pos = min(separator_match.start(), next_section_match.start())
+        elif separator_match:
+            end_pos = separator_match.start()
+        elif next_section_match:
+            end_pos = next_section_match.start()
+        
+        ci_content = content_after_ci[:end_pos]
+        
+        # Split by ### to get subsections
+        subsections = re.split(r'\n###\s+', ci_content)
+        
+        for subsection in subsections[1:]:  # Skip the first split (the title)
+            lines = subsection.split('\n')
+            if not lines:
+                continue
+                
+            category = lines[0].strip()
+            items = []
+            
+            for line in lines[1:]:
+                match = re.match(r'- \[ \] (.+)', line)
+                if match:
+                    items.append(match.group(1))
+            
+            if not items:
+                continue
+            
+            body_parts = [
+                f"## Description",
+                f"",
+                f"Ongoing {category.lower()} tasks to maintain and improve DMARQ.",
+                f"",
+                "### Tasks",
+                ""
+            ]
+            
+            for item in items:
+                body_parts.append(f"- [ ] {item}")
+            
+            body_parts.extend([
+                "",
+                "### Related Documentation",
+                "",
+                "- [Continuous Improvements](../ROADMAP.md#continuous-improvements-ongoing)",
+                "",
+                "---",
+                "*This issue was auto-generated from the DMARQ roadmap.*"
+            ])
+            
+            labels = ["maintenance", "continuous-improvement"]
+            
+            if category.lower() == "security":
+                labels.append("security")
+            elif category.lower() == "documentation":
+                labels.append("documentation")
+            elif category.lower() == "code quality":
+                labels.append("code-quality")
+            
+            issue = Issue(
+                title=f"[Continuous] {category} Improvements",
+                body="\n".join(body_parts),
+                labels=labels,
+                milestone="Continuous Improvements"
+            )
+            issues.append(issue)
+        
+        return issues
+    
+    def parse_all(self) -> List[Issue]:
+        """Parse all issues from the roadmap."""
+        print(f"Parsing {self.roadmap_path.name}...")
+        
+        self.issues.extend(self.parse_security_sprint())
+        print(f"  - Found {len(self.issues)} security sprint issues")
+        
+        milestone_count = len(self.issues)
+        self.issues.extend(self.parse_milestone_features())
+        print(f"  - Found {len(self.issues) - milestone_count} milestone feature issues")
+        
+        ci_count = len(self.issues)
+        self.issues.extend(self.parse_continuous_improvements())
+        print(f"  - Found {len(self.issues) - ci_count} continuous improvement issues")
+        
+        return self.issues
+
+
+def save_issues_json(issues: List[Issue], output_path: Path):
+    """Save issues to JSON file."""
+    issues_data = [asdict(issue) for issue in issues]
+    
+    with output_path.open('w') as f:
+        json.dump(issues_data, f, indent=2)
+    
+    print(f"\nSaved {len(issues)} issues to {output_path}")
+
+
+def save_issues_markdown(issues: List[Issue], output_path: Path):
+    """Save issues to Markdown file for easy review."""
+    with output_path.open('w') as f:
+        f.write("# DMARQ Roadmap Issues\n\n")
+        f.write(f"Auto-generated from roadmap documents.\n\n")
+        f.write(f"**Total Issues**: {len(issues)}\n\n")
+        f.write("---\n\n")
+        
+        # Group by milestone
+        by_milestone = {}
+        for issue in issues:
+            milestone = issue.milestone or "No Milestone"
+            if milestone not in by_milestone:
+                by_milestone[milestone] = []
+            by_milestone[milestone].append(issue)
+        
+        for milestone, milestone_issues in sorted(by_milestone.items()):
+            f.write(f"## {milestone}\n\n")
+            f.write(f"**Count**: {len(milestone_issues)}\n\n")
+            
+            for issue in milestone_issues:
+                f.write(f"### {issue.title}\n\n")
+                f.write(f"**Labels**: {', '.join(issue.labels)}\n\n")
+                f.write("```markdown\n")
+                f.write(issue.body)
+                f.write("\n```\n\n")
+                f.write("---\n\n")
+    
+    print(f"Saved issues preview to {output_path}")
+
+
+def save_github_import_script(issues: List[Issue], output_path: Path):
+    """Save a bash script to import issues using GitHub CLI."""
+    script_lines = [
+        "#!/bin/bash",
+        "#",
+        "# Script to create GitHub issues from DMARQ roadmap",
+        "# Requires: GitHub CLI (gh) - https://cli.github.com/",
+        "#",
+        "# Usage: ./create_issues.sh",
+        "#",
+        "",
+        "set -e",
+        "",
+        "REPO=\"christianlouis/dmarq\"",
+        "",
+        "echo \"Creating GitHub issues for DMARQ roadmap...\"",
+        "echo \"Repository: $REPO\"",
+        "echo \"\"",
+        "",
+        "# Check if gh is installed",
+        "if ! command -v gh &> /dev/null; then",
+        "    echo \"Error: GitHub CLI (gh) is not installed.\"",
+        "    echo \"Please install it from: https://cli.github.com/\"",
+        "    exit 1",
+        "fi",
+        "",
+        "# Check if authenticated",
+        "if ! gh auth status &> /dev/null; then",
+        "    echo \"Error: Not authenticated with GitHub CLI.\"",
+        "    echo \"Please run: gh auth login\"",
+        "    exit 1",
+        "fi",
+        "",
+        "ISSUE_COUNT=0",
+        ""
+    ]
+    
+    for i, issue in enumerate(issues, 1):
+        # Escape special characters in title and body
+        title = issue.title.replace('"', '\\"').replace('$', '\\$')
+        body = issue.body.replace('"', '\\"').replace('$', '\\$').replace('`', '\\`')
+        labels = ','.join(issue.labels)
+        
+        script_lines.extend([
+            f"# Issue {i}: {issue.title[:50]}...",
+            f"echo \"Creating issue {i}/{len(issues)}: {title[:50]}...\"",
+            "gh issue create \\",
+            f"  --repo \"$REPO\" \\",
+            f"  --title \"{title}\" \\",
+            f"  --body \"{body}\" \\",
+            f"  --label \"{labels}\" || echo \"  Failed to create issue {i}\"",
+            "",
+            "ISSUE_COUNT=$((ISSUE_COUNT + 1))",
+            "sleep 1  # Rate limiting",
+            ""
+        ])
+    
+    script_lines.extend([
+        "echo \"\"",
+        "echo \"Done! Created $ISSUE_COUNT issues.\"",
+        "echo \"\"",
+        "echo \"Next steps:\"",
+        "echo \"1. Review the created issues at: https://github.com/$REPO/issues\"",
+        "echo \"2. Create milestones if needed\"",
+        "echo \"3. Assign issues to milestones and team members\"",
+        "echo \"4. Start working on the Security Remediation Sprint first!\""
+    ])
+    
+    script_content = "\n".join(script_lines)
+    output_path.write_text(script_content)
+    output_path.chmod(0o755)  # Make executable
+    
+    print(f"Saved GitHub CLI import script to {output_path}")
+
+
+def main():
+    """Main function."""
+    repo_root = Path(__file__).parent.parent
+    roadmap_path = repo_root / "ROADMAP.md"
+    output_dir = repo_root / "generated_issues"
+    output_dir.mkdir(exist_ok=True)
+    
+    print("=" * 60)
+    print("DMARQ Roadmap Issue Generator")
+    print("=" * 60)
+    print()
+    
+    if not roadmap_path.exists():
+        print(f"Error: Roadmap file not found at {roadmap_path}")
+        return 1
+    
+    # Parse roadmap
+    parser = RoadmapParser(roadmap_path)
+    issues = parser.parse_all()
+    
+    print(f"\n{'=' * 60}")
+    print(f"Total issues generated: {len(issues)}")
+    print(f"{'=' * 60}\n")
+    
+    # Save outputs
+    save_issues_json(issues, output_dir / "issues.json")
+    save_issues_markdown(issues, output_dir / "issues_preview.md")
+    save_github_import_script(issues, output_dir / "create_issues.sh")
+    
+    print("\n" + "=" * 60)
+    print("Output files created in:", output_dir)
+    print("=" * 60)
+    print("\nFiles generated:")
+    print(f"  1. issues.json - JSON format for programmatic import")
+    print(f"  2. issues_preview.md - Human-readable preview")
+    print(f"  3. create_issues.sh - Executable script using GitHub CLI")
+    print("\nTo create the issues:")
+    print(f"  cd {output_dir}")
+    print("  ./create_issues.sh")
+    print("\nNote: You'll need GitHub CLI (gh) installed and authenticated.")
+    print("      Install from: https://cli.github.com/")
+    print()
+    
+    return 0
+
+
+if __name__ == "__main__":
+    exit(main())