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Raj MuruganApr 30, 2026 • 13 min read
Part 2: The MCP Server — Turning ADRs and Incidents into a Queryable Org-Knowledge Surface
The agent doesn't read your wiki. It calls four tools that pull frontmatter-filtered chunks out of a...
#aws#devopsagent#mcp#python
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Raj MuruganApr 30, 2026 • 13 min read
Part 3: Wiring It Into AWS DevOps Agent — AgentSpace, register-service, and the IAM Trust Policy That Ate My Afternoon
The MCP server is done. Now we plug it into AWS DevOps Agent: three CDK stacks, the AgentSpace + reg...
#aws#devopsagent#cdk#iam
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Raj MuruganApr 30, 2026 • 9 min read
Part 1: Intent vs State — How AWS DevOps Agent Closes the Gap Between What Your System Is and What You Decided It Should Be
When something breaks at 3am, you look at logs, metrics, traces. You don't go and re-read the ADR yo...
#aws#devopsagent#mcp#aiagents
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