The playbook for your first real agent.
Eleven pages. Seven decisions. The exact framework teams use to ship agents that do real work. Not chatbots. Not prompts. Not demos.
Seven decisions. One working agent.
Define the role, not the task. Tasks are brittle; roles scale.
Claude Desktop + MCP, Custom GPTs, n8n, Agents SDK. When to use each.
The system prompt template used by teams shipping AI in production.
Connect the three tools that turn a chatbot into an actual agent.
Three context layers that compound so the agent sharpens every week.
Manual, scheduled, and event triggers with the guardrails you need first.
Written for operators, not hobbyists.
Founders putting an AI hire on their team. Creators offloading the repetitive half of their stack. Operators running pipelines that should have been automated last quarter. The playbook skips the hype, names the tradeoffs, and hands you the exact patterns that work in production.
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