Awesome SRE Agents

AI agents that automate site reliability engineering and DevOps operations.

Contents

• Agent Benchmarks
• Incident Response Agents
• Platforms of Agents
• SRE Agents

Agent Benchmarks

• SRE Bench - Benchmark suite for evaluating SRE agents on real-world tasks.

Incident Response Agents

• Beeps - On-call alert management agent that routes and triages incidents.
• incident.io - AI features within the incident.io platform for response automation.
• Kura - Agent that investigates and summarizes incidents from runbooks.
• Wild Moose - Automated root-cause analysis agent for production incidents.

Platforms of Agents

• Obot (Open Source) - Platform for building and running AI agents with tool integrations.
• RunWhen - Platform for running and managing SRE automation tasks and agents.

SRE Agents

• Agent SRE - Agent trained to perform SRE tasks such as deployments and runbook execution.
• Aient AI - OpenTelemetry-native agent that groups logs, metrics, and traces into problems, investigates root cause, and opens a GitHub pull request with a fix.
• Anyshift - Agent that traces incidents to their root cause across a versioned resource graph of your infrastructure.
• Cleric - Agent that monitors infrastructure and answers questions about system state.
• Holmes GPT - Agent that diagnoses Kubernetes and cloud alerts using root-cause analysis.
• k8s-GPT (Open Source) - CLI tool that scans Kubernetes clusters and explains issues in plain language.
• KnoxOps - Agent for automating operational runbooks and approval workflows.
• Komodor Klaudia AI - AI assistant embedded in Komodor for Kubernetes troubleshooting.
• Metoro - Agent that monitors microservices and surfaces performance regressions.
• Middleware OpsAI - AI layer within Middleware for correlating metrics, logs, and traces.
• NudgeBee - Self-hosted agent that root-causes incidents across AWS, Azure, GCP, and Kubernetes, surfaces cost and rightsizing waste, and executes approval-gated remediation runbooks.
• Open SRE Agent (Open Source) - Open source agent for automating SRE workflows on cloud infrastructure.
• Parity - Agent that detects and explains production regressions after deploys.
• Resolve AI - Agent that investigates alerts and generates incident summaries automatically.
• RunLore (Open Source) - Agent that investigates Kubernetes incidents using GitOps-exact change diffs and records what it learns as PR-reviewed markdown in a Git knowledge base you own.
• Sherlocks.ai - Agent that correlates observability signals to identify incident causes.
• SRE.ai - AI-assisted SRE platform for on-call automation and incident workflows.

Archived

• IncidentFox (Open Source) - Agent for automating incident detection and response workflows.