The entire build in one guide — define the agent, build its tools & memory, then prove and ship it with eval, guardrails, and monitoring.

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The whole build in one place. Part 1 (Define): the fill-in-the-blank agent spec — role, success metric, inputs, output schema, prompt. Part 2 (Build): tool/function-calling patterns, the five error-handling rules, memory, multimodal, and structured output. Part 3 (Trust): the evaluation set + guardrail allow-list that lets a business actually trust it. Part 4 (Ship): deploy, rate limits, and the monitoring loop that beats silent drift. Worked end-to-end on a support-ticket triage agent. Built from a popular 12-step business-agent blueprint.

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