AI & Agents Overview
Quazzar Space provides AI-powered tools that help you understand, optimize, and automate your infrastructure. From intelligent analytics to lightweight monitoring agents deployed on your servers, these features give your DevOps team deeper visibility and faster response times.
AI Features
PULSAR — Smart Infrastructure Analytics
PULSAR is Quazzar Space’s infrastructure analytics engine. Ask questions about your infrastructure in plain English and get instant, contextual answers.
Capabilities:
- Natural language queries about your infrastructure (“Which services have the highest CPU usage?”)
- Blast radius analysis before making changes
- Dependency mapping and impact assessment
- Cost insights and optimization suggestions
AI Copilot
The AI Copilot is a conversational assistant that understands your infrastructure context. Use it to get help with setup, architecture decisions, and day-to-day operations.
- Answer questions about your current setup and configuration
- Suggest performance and security improvements
- Review architecture decisions and propose alternatives
- Guide you through platform features
See AI Copilot for usage details.
AI Reports & Analysis
Generate AI-driven reports for any project or environment:
- AI Reports — Automated analysis summarizing project health, resource utilization, and recommendations
- AI Suggestions — Resource optimization recommendations based on CPU and memory metrics
- Cost Analysis — Identify spending trends, anomalies, and savings opportunities
Code Generation
For automation-focused teams, Quazzar Space can generate infrastructure-as-code:
- Ansible Playbook Generation — Describe what you need and get a ready-to-use playbook
- Terraform Generation — AI-driven infrastructure code generation (Enterprise+ plans)
Infrastructure Agents
Agents are lightweight processes you install on your infrastructure to enable monitoring, metrics collection, and management from the Quazzar Space dashboard.
VM Agent
Install the VM Agent on any Linux virtual machine or bare metal server to enable:
- Heartbeat monitoring and status reporting
- Service health checks (HTTP, TCP, custom endpoints)
- Metrics collection (CPU, memory, disk usage)
- Log collection (Enterprise+ only)
- SSH key management for secure remote access
Kubernetes Agent
Deploy the Kubernetes Agent into your clusters to enable:
- Cluster registration and centralized management
- Resource discovery (nodes, pods, deployments, services)
- Per-node metrics collection
- Automatic resource-to-service mapping
- Periodic sync of cluster state
See Agent Installation for setup instructions.
Feature Availability by Plan
| Feature | Starter | Team | Business | Enterprise | Enterprise+ |
|---|---|---|---|---|---|
| VM / K8s Agents | 1 agent | 5 agents | 50 agents | 200 agents | Unlimited |
| Agent Monitoring | Status + heartbeat | Status + heartbeat | Full observability | Full observability | Full observability |
| Log Collection | — | — | — | — | Yes |
| AI Suggestions | — | — | Yes | Yes | Yes |
| AI Reports | — | — | Yes | Yes | Yes |
| PULSAR Requests | — | — | 250/month | 1,000/month | Unlimited |
| AI Copilot Messages | — | — | 100/month | 500/month | Unlimited |
| Ansible Generation | — | — | Yes | Yes | Yes |
| Terraform Generation | — | — | — | — | Yes |
Privacy and Security
All AI features are designed with security in mind:
- Encrypted credentials — API keys and integration tokens are encrypted at rest
- Audit logging — Every AI interaction and agent action is recorded in the activity log
- Scoped access — AI features respect your project and environment permissions
- Plan-based limits — Request quotas prevent unexpected usage
Next Steps
- Agent Installation — Install and configure VM and Kubernetes agents
- AI Copilot — Start using the conversational AI assistant
- Cloud Integrations — Connect your cloud providers and third-party tools
- Compliance & Governance — Set up compliance frameworks and policies