Monitoringopen-sourceTrending
RagaAI Catalyst
Agent AI observability, monitoring and evaluation framework with self-hosted dashboard
Visit websiteTechnical Profile
Scalability
high
Performance
high
Learning Curve
moderate
Maturity
stable
Languages: Python
Architecture: observability, monitoring, analytics
When to Use
- +Production agents
- +Need observability
- +Debug complex systems
When Not to Use
- -Simple chatbots
- -No agents in production
- -Hobby projects
Strengths
- 16k+ stars
- Self-hosted option
- Advanced analytics
- Timeline views
Weaknesses
- Newer project
- Python only
- Setup complexity
Operations
Maintenance
medium
Monitoring
low
Backup/Recovery
moderate
Hosting: self-hosted, cloud
Quick Facts
- Category
- Monitoring
- License
- open source
- Pricing
- freemium (free tier)
- Community
- large
- Docs Quality
- good
- Trend
- rapidly growing
- Vendor Lock-in
- low
- Data Portability
- moderate
Compliance
GDPR
HIPAA
SOC 2
PCI-DSS
Encryption
Audit Logs
RBAC
MFA
Best For
smallmediumlargeenterprise
Use Cases
- Agent monitoring
- LLM tracing
- Debug multi-agent systems
- Performance analytics
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