Documentation | AI Email Categorizer

📞 SUPPORT AND COMMUNITY

Getting Help & Support Channels

🔧 Technical Support

GitHub Issues: Bug reports and feature requests
Documentation: Comprehensive guides and API reference
Stack Overflow: Tag questions with #crashlens
Email Support: support@crashlens.dev

BASH
# Generate support bundle
crashlens support bundle \
  --include-logs \
  --include-config \
  --anonymize

# Check system diagnostics
crashlens doctor --detailed

👥 Community Support

Discord Server: Real-time chat and Q&A
Reddit Community: r/crashlens for discussions
LinkedIn Group: Professional networking
Telegram Channel: Updates and announcements

BASH

# Community commands
crashlens community join
crashlens community events
crashlens community showcase

Support Request Best Practices

BASH
# Generate comprehensive support information
crashlens support info \
  --include-environment \
  --include-version-history \
  --include-recent-errors \
  --include-config-summary \
  --output support-info.json

# Create issue template
crashlens support issue-template \
  --type bug \
  --severity high \
  --include-reproduction-steps

# Performance debugging
crashlens support performance-report \
  --include-profiling \
  --time-range last-24-hours \
  --output performance-debug.html

# Configuration validation for support
crashlens support validate-setup \
  --check-permissions \
  --check-connectivity \
  --check-dependencies

⚡ Quick Help Commands

BASH
# Instant help and diagnostics
crashlens help                          # General help
crashlens help analyze                  # Command-specific help
crashlens doctor                        # System health check
crashlens version --detailed            # Version and build info
crashlens troubleshoot --interactive    # Interactive troubleshooting
crashlens examples --list               # Available examples
crashlens faq --search "policy"         # Search FAQ
crashlens status --all                  # Overall system status

Enterprise Support & Professional Services

🏆

Premium Support

24/7 technical support
Dedicated support engineer
Priority bug fixes
Custom training sessions

🎯

Consulting Services

Architecture design review
Policy optimization consulting
Custom integration development
Performance optimization

🎓

Training & Certification

On-site training programs
Custom workshop development
Certification programs
Best practices workshops

Contact Enterprise Support

BASH
# Enterprise support contact
crashlens enterprise contact \
  --company "Your Company" \
  --use-case "Large-scale deployment" \
  --urgency high \
  --preferred-contact email

# Request enterprise trial
crashlens enterprise trial-request \
  --team-size 100 \
  --deployment-type on-premises \
  --compliance-requirements "SOX,GDPR"

# Schedule consultation
crashlens enterprise schedule-consultation \
  --topic "Architecture review" \
  --preferred-times "2025-08-25T14:00Z,2025-08-26T10:00Z"

Contributing to CrashLens

Ways to Contribute

🐛 Bug Reports & Feature Requests

Help improve CrashLens by reporting issues and suggesting enhancements.

BASH
# Report a bug
crashlens bug report \
  --title "Policy check fails with large datasets" \
  --steps-to-reproduce steps.txt \
  --include-logs \
  --severity medium

# Request a feature
crashlens feature request \
  --title "Add support for custom cost models" \
  --description description.md \
  --use-case "Enterprise multi-cloud deployment"

📝 Documentation Contributions

Improve documentation, write tutorials, and share best practices.

BASH
# Contribute documentation
git clone https://github.com/crashlens/docs
cd docs
crashlens docs validate --local
crashlens docs preview --port 3000

# Submit tutorial
crashlens contribute tutorial \
  --title "Kubernetes Integration Guide" \
  --file kubernetes-tutorial.md \
  --category integration

💻 Code Contributions

Contribute to the core codebase, plugins, and integrations.

BASH
# Set up development environment
git clone https://github.com/crashlens/crashlens
cd crashlens
crashlens dev setup
poetry install --dev

# Run tests
crashlens dev test --coverage
crashlens dev lint --fix
crashlens dev type-check

# Submit contribution
crashlens dev pr create \
  --title "Add Azure cost provider support" \
  --branch feature/azure-provider

🎨 Community Contributions

Share configurations, integrations, and case studies with the community.

BASH
# Share configuration template
crashlens share config \
  --name "Enterprise Multi-Team Setup" \
  --description "Config for 100+ developers" \
  --anonymize \
  --tags enterprise,multi-tenant

# Contribute integration
crashlens contribute integration \
  --platform "DataDog" \
  --type monitoring \
  --file datadog-integration.py

Contributor Guidelines & Process

BASH
# Review contribution guidelines
crashlens contribute guidelines --show
crashlens contribute code-of-conduct --show

# Set up contributor profile
crashlens contribute profile setup \
  --name "Your Name" \
  --email "your.email@example.com" \
  --expertise "policy-optimization,enterprise-deployment"

# Join contributor program
crashlens contribute join \
  --interests "documentation,testing,ml-features" \
  --availability "weekends,evenings"

# Track contribution status
crashlens contribute status --show-progress
crashlens contribute leaderboard --timeframe monthly

🎉 SUCCESS CHECKLIST

Installation & Setup Validation

✅ Phase 1: Basic Installation (5-10 minutes)

CrashLens successfully installed

BASH

crashlens --version
# Expected: crashlens, version 2.5.1

System diagnostics pass

BASH

crashlens doctor
# Expected: All checks passed ✅

Help system accessible

BASH

crashlens --help
# Expected: Command help displayed

✅ Phase 2: Configuration Setup (10-15 minutes)

Configuration initialized

BASH

crashlens init
# Expected: Configuration created successfully

Configuration validates

BASH

crashlens validate --config crashlens.yml
# Expected: Configuration is valid ✅

Sample data generation works

BASH

crashlens simulate --output test.jsonl --count 10
# Expected: Generated 10 sample log entries

✅ Phase 3: Core Functionality (15-20 minutes)

Log analysis works

BASH

crashlens analyze test.jsonl
# Expected: Analysis completed successfully

Policy checking works

BASH

crashlens policy-check test.jsonl
# Expected: Policy check completed

Report generation works

BASH

crashlens report --output test-report.html test.jsonl
# Expected: Report generated successfully

Advanced Features Validation

✅ Phase 4: Integration & Automation (20-30 minutes)

CI/CD integration configured

BASH
# GitHub Actions workflow created
cat .github/workflows/crashlens.yml
# Expected: Valid workflow configuration

Alerting system configured

BASH

crashlens test-alerts --dry-run
# Expected: Alert configuration validated

Monitoring setup validated

BASH

crashlens monitor --dry-run .llm_logs/
# Expected: Monitoring configuration valid

✅ Phase 5: Production Readiness (30-45 minutes)

Performance benchmarks pass

BASH

crashlens benchmark --dataset-size 1000
# Expected: Performance within acceptable limits

Security configuration validated

BASH

crashlens security audit --comprehensive
# Expected: No critical security issues

Backup and recovery tested

BASH

crashlens backup create --test-restore
# Expected: Backup and restore successful

Comprehensive Validation Script

Automated Success Validation

Run this comprehensive script to validate your entire CrashLens setup:

BASH
#!/bin/bash
# CrashLens Success Validation Script

echo "🚀 Starting CrashLens Success Validation..."

# Phase 1: Basic Installation
echo "📦 Phase 1: Basic Installation"
if crashlens --version; then
    echo "✅ CrashLens installation: PASS"
else
    echo "❌ CrashLens installation: FAIL"
    exit 1
fi

if crashlens doctor; then
    echo "✅ System diagnostics: PASS"
else
    echo "❌ System diagnostics: FAIL"
    exit 1
fi

# Phase 2: Configuration
echo "⚙️ Phase 2: Configuration Setup"
if [ -f "crashlens.yml" ] || crashlens init --non-interactive; then
    echo "✅ Configuration exists: PASS"
else
    echo "❌ Configuration creation: FAIL"
    exit 1
fi

if crashlens validate --config crashlens.yml; then
    echo "✅ Configuration validation: PASS"
else
    echo "❌ Configuration validation: FAIL"
    exit 1
fi

# Phase 3: Core Functionality
echo "🔧 Phase 3: Core Functionality"
if crashlens simulate --output validation-test.jsonl --count 50; then
    echo "✅ Data simulation: PASS"
else
    echo "❌ Data simulation: FAIL"
    exit 1
fi

if crashlens analyze validation-test.jsonl --format summary; then
    echo "✅ Log analysis: PASS"
else
    echo "❌ Log analysis: FAIL"
    exit 1
fi

if crashlens policy-check validation-test.jsonl; then
    echo "✅ Policy checking: PASS"
else
    echo "❌ Policy checking: FAIL"
    exit 1
fi

# Phase 4: Performance & Security
echo "🏁 Phase 4: Performance & Security"
if crashlens benchmark --quick; then
    echo "✅ Performance benchmark: PASS"
else
    echo "❌ Performance benchmark: FAIL"
    exit 1
fi

if crashlens security audit --basic; then
    echo "✅ Security audit: PASS"
else
    echo "❌ Security audit: FAIL"
    exit 1
fi

# Cleanup
rm -f validation-test.jsonl

echo "🎉 SUCCESS! CrashLens is properly configured and ready for production."
echo "📚 Next steps:"
echo "   1. Integrate with your CI/CD pipeline"
echo "   2. Configure real log sources"
echo "   3. Set up monitoring and alerting"
echo "   4. Train your team on CrashLens usage"

echo "🔗 Useful links:"
echo "   • Documentation: https://docs.crashlens.dev"
echo "   • Community: https://discord.gg/crashlens"
echo "   • Support: https://github.com/crashlens/crashlens/issues"

Manual Validation Commands

BASH
# Individual validation commands
crashlens validate-setup --comprehensive    # Complete setup validation
crashlens health-check --all               # System health verification
crashlens integration-test --ci-cd          # CI/CD integration test
crashlens performance-test --production     # Production readiness test
crashlens security-check --compliance      # Security compliance check

# Validation with custom criteria
crashlens validate \
  --config crashlens.yml \
  --check-connectivity \
  --check-permissions \
  --check-performance \
  --check-security \
  --output validation-report.json

# Generate validation certificate
crashlens certification generate \
  --type setup-validation \
  --include-timestamp \
  --include-version \
  --output setup-certificate.pdf

Success Metrics & Key Performance Indicators

📊 Technical Metrics

Analysis Performance: < 5 seconds for 1000 log entries
Policy Check Speed: < 2 seconds for typical datasets
Memory Usage: < 512MB for standard operations
CPU Utilization: < 50% during analysis
Storage Efficiency: < 10MB cache per 10K entries

💰 Business Metrics

Cost Reduction: 20-50% LLM cost savings
Policy Compliance: > 95% compliance rate
Alert Accuracy: < 5% false positive rate
Team Productivity: 30% faster cost issue resolution
ROI Achievement: Positive ROI within 30 days

Continuous Success Monitoring

BASH
# Set up continuous monitoring
crashlens monitor success-metrics \
  --frequency daily \
  --alert-on regression \
  --dashboard-url https://your-dashboard.com \
  --report-to team-leads@company.com

# Track KPI trends
crashlens kpi track \
  --metrics cost-reduction,compliance-rate,performance \
  --baseline-period last-30-days \
  --target-improvement 10%

# Generate success report
crashlens success-report \
  --period monthly \
  --include-trends \
  --include-recommendations \
  --stakeholders executive,finops,engineering

🎉

Congratulations!

You’ve successfully set up CrashLens and are ready to optimize your LLM costs with confidence.

💡

Smart Policies

Automated cost control

📊

Real-time Insights

Continuous monitoring

🔧

CI/CD Integration

Automated workflows

🏆

Cost Optimization

Measurable savings

🚀 Recommended Next Steps

1.Connect your production log sources

2.Configure team-specific policies and budgets

3.Set up Slack/email alerts for your team

4.Schedule regular cost optimization reviews

5.Join the CrashLens community for tips and updates

Support & Validation

📞 SUPPORT AND COMMUNITY

Getting Help & Support Channels

🔧 Technical Support

👥 Community Support

Support Request Best Practices

⚡ Quick Help Commands

Enterprise Support & Professional Services

Premium Support

Consulting Services

Training & Certification

Contact Enterprise Support

Contributing to CrashLens

Ways to Contribute

🐛 Bug Reports & Feature Requests

📝 Documentation Contributions

💻 Code Contributions

🎨 Community Contributions

Contributor Guidelines & Process

🎉 SUCCESS CHECKLIST

Installation & Setup Validation

✅ Phase 1: Basic Installation (5-10 minutes)

✅ Phase 2: Configuration Setup (10-15 minutes)

✅ Phase 3: Core Functionality (15-20 minutes)

Advanced Features Validation

✅ Phase 4: Integration & Automation (20-30 minutes)

✅ Phase 5: Production Readiness (30-45 minutes)

Comprehensive Validation Script

Automated Success Validation

Manual Validation Commands

Success Metrics & Key Performance Indicators

📊 Technical Metrics

💰 Business Metrics

Continuous Success Monitoring

Congratulations!

Smart Policies

Real-time Insights

CI/CD Integration

Cost Optimization

🚀 Recommended Next Steps