GitHub - cloudthinker-ai/CloudThinker: CloudThinker is an autonomous cloud operations platform powered by a Multi-Agent System (MAS) — five specialized AI agents that work collaboratively to optimize cost, security, performance, and reliability across AWS, Azure, and GCP.

Autonomous Cloud Operations. Unified.

AI agents that manage your infrastructure, review code, resolve incidents, and optimize costs —
across multi-clouds, Kubernetes, and everything in between.

Platform • Docs • Pricing • Report Issue

Public Issue Tracker — This repository is for customers and community members to open issues to report bugs, request features, or ask questions. Our Product team actively monitors and triages all submissions.

Core Modules

Code Review _{AI-powered PR analysis ranked #1 — 96% accuracy, 98.4% critical bug detection, 99.1% OWASP coverage}	Incident Response _{Alert to root cause in minutes — automated RCA with evidence collection and topology-aware investigation}	IT HelpDesk _{AI-first employee support — auto-resolves 70% of tickets in seconds with 3-tier architecture}
Infrastructure & Cloud Ops _{100+ pre-built skills across cost optimization, security posture, and performance management}	CloudKeeper _{24/7 cloud governance — cost anomalies, security vulnerabilities, compliance drift. 30%+ savings}	SlackOps _{Intelligent operations center in Slack — manage cloud infrastructure without leaving chat}

Platform Capabilities

Skills Framework _{100+ composable agent skills. Create custom skills in natural language.}	Graduated Autonomy _{4-level approval framework with RBAC governance.}	Sandbox Isolation _{3-tier isolation with microVMs and full audit trail.}
Runbook _{100+ playbooks with scheduled and event-triggered automation.}	Connections _{50+ built-in and MCP connectors. 100+ integrations.}	Knowledge Base _{Unified knowledge graph with vectorized RAG and continuous learning.}
Dynamic Topology _{Real-time dependency mapping with auto-discovery.}	Memory Architecture _{Context-aware agents with short-term and long-term memory.}	Guardrails Engine _{PII detection, schema enforcement, and injection defense.}
Observability _{OpenTelemetry tracing, LLM evaluation, and executive dashboards.}