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Tagged: sre
AgentSRE: Composable AI Agents for Autonomous Incident Remediation on AWS
How an AWS platform takes an incident from CloudWatch alarm to resolution with a DevOps Agent, LangGraph remediation agents, human approval and ServiceNow tickets.
14 min readBuilding an Autonomous AWS SRE Copilot with MCP, Bedrock Nova and Human Approval
Build an incident-investigating SRE agent: an MCP server exposing CloudWatch and DynamoDB tools, a Bedrock Converse loop, model portability and a human gate on every fix.
6 min readMCP Servers for DevOps: What They Are and Two You Can Build This Week
MCP servers for DevOps: give Claude live access to Kubernetes, AWS and runbooks. The three server types, a read-only Kubernetes MCP server and common mistakes.
10 min readAegisOps: An Autonomous SRE Agent With Four Memory Layers
How a LangGraph ReAct agent resolves Kubernetes incidents, with pgvector episodic memory, policy-gated autonomy levels, sixteen tools and a full audit trail.
12 min read
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