Observability
Full observability for agentic ops. Stream Think → Act → Observe execution live, jump from failed runs to the exact agent call that broke, and debug production fleets without black boxes.
Capabilities
Benefits
Related Use Cases
Agent Fleet Monitoring
Monitor entire agent fleets with fleet-wide observability. Stream runs, track success rates, and debug failures across agents from a single pane of glass.
Automated Incident Response
Run observable incident runbooks with Think → Act → Observe execution. Viksa replans agent order at runtime, streams full traces, and escalates to operators via Volt in Slack when approval is needed.
Platform Ops Automation
Automate cluster health, service restarts, and capacity checks with observable Python agents. State goals in natural language—Viksa executes Think → Act → Observe until metrics are green.
More Features
Volt
Volt connects Viksa to Slack and Microsoft Teams. Operators trigger runs, approve actions, receive alerts, and manage on-call workflows where they already work.
Vault
Vault is Viksa's enterprise security layer: RBAC, audit logs, encryption at rest, and cloud, VPC, or hybrid deployment for teams that cannot afford black-box agents.
Hosted MCP
Connect Cursor, Claude Desktop, and other MCP clients to your Viksa agent fleet via hosted MCP endpoints. Build agents with Python, invoke them from your IDE with production traces.