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One Agent to Watch Them All

Building an AI Test Monitor

A hands-on LOTR-themed tutorial to build an intelligent watcher agent with tools, MCP servers, and event-driven workflows.

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The Ranger's ReAct LoopForging the First ToolRecovering from Shadow ErrorsPreventing HallucinationsJenkins Forge: Manual vs Agentic Control

MCP Artifacts (Diagram Coming Soon)

Tools

Executable functions an agent can call to act in the world: trigger jobs, query APIs, and automate operations.

Resources

Structured context the agent can read: logs, files, run states, and deployment metadata used for grounded decisions.

Prompts

Reusable instructions and templates that shape reasoning and output style across troubleshooting and delivery flows.