How To Create Ai Agents From Scratch (CrewAI, Zapier, Cursor)

Synopsis

Joao Moura (CrewAI CEO) walks through agent building in CrewAI, starting with a simple lead-enrichment agent and graduating to a multi-agent PDF-report generator that researches, analyzes, and emails a custom PDF. He closes on a long-form content-planner / content-creator flow with structured output, model selection (GPT-4 Mini vs 7B/14B), and debug loops.

Ideas in this episode

• SaaS tools for content creators

  Joao Moura's CrewAI walkthrough shows lead enrichment, multi-agent PDF report generation, structured output, model selection and debug loops culminating in a long-form content planner and creator flow.

• TinyWow-style single-purpose tools

  Joao Moura (CrewAI CEO) walks through agent building — lead-enrichment agent, multi-agent PDF-report generator that researches, analyses and emails a custom PDF, content-planner / content-creator flow with structured output and model selection.

• AI lead enrichment agent

  Joao Moura's CrewAI demo suggests building agent flows that handle lead enrichment, PDF-report generation, and long-form content planning with structured outputs and debug loops.