All modules,
one platform.

Every capability connects through a central intelligence engine. Modules share context, learn from each other, and create closed-loop automation — the more you connect, the smarter the system becomes.

BASE SKILLTOOLSSKILL.md/create-skillPromptsGuardrailsTriggersSchemas

Skills Framework

Modular, Composable Agent Capabilities — /create-skill Builds Custom Skills in Natural Language With Trigger Patterns, Guardrails, and Schemas.

NOTIFY → SUGGEST → APPROVE → AUTONOMOUSL1L2SUGGESTL3APPROVERBAC GATEL4AUTO

Graduated Autonomy

Four-Level Approval Framework — Notify, Suggest, Act With Approval, Autonomous. Builds Trust Incrementally With RBAC-Gated Governance.

ORGANIZATIONSSO · RBAC · Billing · AuditWORKSPACEKnowledge · Skills · Agent Perms · ConnectionsSBX ASBX BSBX CEPHEMERAL · NO PERSIST · AUTO-DESTROYFirecracker microVM · gVisor · Per-Tenant VPC

Sandbox Isolation

Three-Tier Isolation — Organization → Workspace → Ephemeral Sandbox. Firecracker microVMs With Full Audit Trail.

1234EXECUTE325+ OPERATIONS · CRON · CHAINS

Runbook

325+ Pre-Built Operations Playbooks — Scheduled, Event-Triggered, and Chained Automation With /create-task.

MCPAWSAzureSlackGitHubDatadogK8s

Connections

50+ Built-In and MCP Connectors — Seamless Integration With Your Entire DevOps, Cloud, and ITSM Ecosystem.

IncidentsKB DocsRunbooksSlackWiki/create-knowledgeVECTORIZED · RAG · CONTINUOUS LEARNING

Knowledge Base

Unified Knowledge Graph — Ingest Docs, Wikis, Slack Threads, and Runbooks via /create-knowledge. Vectorized RAG With Continuous Learning.

us-east-1eu-west-1ap-south-1/create-topo

Dynamic Topology

Real-Time Dependency Mapping via /create-topo — Auto-Discovers Services and Connections Across Multi-Cloud Infrastructure.

EPISODICWORKINGSEMANTICFILE MEMORY

Memory Architecture

Short-Term Working Memory, Long-Term Episodic Memory, Semantic Retrieval, and File Memory — Context-Aware Agents That Learn and Improve.

PII DETECTSCHEMAINJECT DEFGUARD-INGUARD-OUT

Guardrails Engine

Safety Agent With PII Detection, Schema Enforcement, and Injection Defense — Guard-In and Guard-Out on Every Request.

ObservabilityTRACES / MINEVAL SCORES99.2%UPTIME4.2sAVG LATENCY87%LLM JUDGEOpenTelemetry · LLM-as-Judge · Dashboards

Observability

OpenTelemetry Tracing, LLM-as-Judge Evaluation, Executive Dashboards, and Alerting — Full Visibility Into Agent Performance.

Flexibly scale your operations

CloudThinker grows with your organization. Start small with a single module, compose capabilities as your needs evolve, and scale to enterprise-wide autonomous operations — all on one unified platform.

Modular by Design

Deploy only the modules you need. Start with Code Review alone, add Incident Response when ready, scale to the full platform over time. No all-or-nothing commitment.

Connected Intelligence

Modules share context through the VibeOps engine. Code Review feeds Incident Response. Topology informs CloudKeeper. Each connection amplifies the whole system.

Enterprise Isolation

Multi-tenant workspaces with Organization, Workspace, and Sandbox isolation. RBAC, SSO, and full audit trails ensure governance at every layer.

Graduated Trust

Four-level autonomy framework — Notify, Suggest, Approve, Autonomous. Build trust incrementally with RBAC-gated governance at your own pace.

© 2026 CloudThinker JSC — VibeOps Platform