Quick Check

1. What's the fundamental difference between a workflow and an autonomous agent?

2. Answer: A workflow is a script you design upfront with predetermined steps. An agent is a reasoning system that decides what to do based on its goal and adapts its approach as it goes.

3. For what kinds of problems is a no-code workflow still the best choice?

4. Answer: Workflows excel at connecting pre-built services, triggering actions on events, simple conditional logic, scheduled tasks, and moderate-complexity orchestration where the steps don't need to change based on reasoning.

5. If you find yourself struggling to build something as a workflow, what might that signal?

6. Answer: It might signal that you've hit a ceiling. If the problem requires complex reasoning, dynamic task planning, or adaptation to unforeseen circumstances, you might need an agent-based approach.

Module 4 Complete

You've learned the layer underneath all those pre-built connectors. You understand HTTP requests, API authentication, webhook mechanics, and response parsing. You can read API documentation and build custom integrations.

You're ready for the next chapter: understanding how to build automation systems that scale, how to maintain them reliably, and when to reach for more powerful tools.

Next: Module 5 — Your Automation System

But first, complete the Module 4 Exercises & Deliverable. Build something with what you've learned.