awesome-autonomous-ops
Curated list for AI-powered autonomous operations and reliability, SRE/DevOps/SecOps agents for troubleshooting and self-healing, and Graph RAG for logs, MCP-based interop, and browser agents for ops consoles
https://github.com/nik-kale/awesome-autonomous-ops
Last synced: 6 days ago
JSON representation
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Agentic Remediation & Runbooks
- Kubiya
- Rundeck
- StackStorm - driven automation platform for auto-remediation. Connects sensors, triggers, and actions across infrastructure and tools.
- Ansible Rulebooks - driven automation using Ansible. Enables reactive remediation based on observability signals and alerts.
- Robusta - remediation capabilities.
- KubeStellar Console - powered multi-cluster Kubernetes dashboard with built-in AI chat for autonomous cluster troubleshooting, mission-based operations, and AI-guided remediation. 20+ CNCF integrations (Argo, Kyverno, Prometheus, Falco, OPA/Gatekeeper). CNCF Sandbox project (Apache 2.0).
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Browser & Desktop Ops Agents
- browser-use
- Skyvern
- LaVague - powered web agent framework for automating browser interactions. Can be adapted for ops console navigation.
- Playwright
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Compliance, Governance, and Safety for AI Ops
- Responsible-AI-Compliance-Blueprint
- Open Policy Agent (OPA) - based control framework. Can be used to define and enforce policies for AI agent actions in production.
- Falco - native environments. Useful for detecting anomalous agent behavior and policy violations.
- NeMo Guardrails
- LangKit
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Datasets, Simulators, and Labs
- ADAPT-Data
- Chaos Mesh
- Gremlin
- OpenTelemetry Demo
- LogHub - world system logs for research and development. Useful for training log analysis and anomaly detection models.
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Graph RAG & Root Cause Analysis for Logs and Incidents
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MCP Servers & Gateways for Autonomous Ops
- MCP Servers for Kubernetes - compatible interfaces for Kubernetes resources. Enables AI agents to query cluster state and (with proper guardrails) execute kubectl commands.
- awesome-mcp-servers - relevant integrations.
- MCP GitHub Server - based remediation workflows.
- PulseMCP - focused implementations for observability and infrastructure tools.
- GitHub MCP Server - based remediation workflows.
- SandBase Harness - hosted MCP bridge for agent sessions, approvals, audit/replay, and backend-selectable Docker/Kubernetes execution sandboxes.
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Projects by the Curator
- AutoRCA-Core (ADAPT-RCA) - signal root cause analysis engine for autonomous reliability. Combines time-series correlation, dependency graphs, and LLM reasoning to identify incident causes across logs, metrics, traces, and configuration changes.
- Secure-MCP-Gateway - first Model Context Protocol gateway for operational tools (Jira, Splunk, Kubernetes, GitHub, PagerDuty). Provides policy-based access control, human-in-the-loop approvals for write actions, and comprehensive audit trails for AI agent interactions with production systems.
- Ops-Agent-Desktop - time visualization of agent investigations and remediations, with browser automation to show live interactions with ops consoles and dashboards.
- ADAPT-Agents - Core for root cause analysis and Secure-MCP-Gateway for safe tool access.
- Secure-AI-Support-Fabric - on autonomous operations lab and reference implementation. Demonstrates end-to-end AI-powered incident response, from detection through diagnosis to remediation, with proper security boundaries and human oversight.
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playwright
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