AI-Powered Automation: From No-Code Workflows to Autonomous Agents Training Course

1. Introduction to AI-Driven Automation

• AI as a driver for productivity and scalability.
• An overview of prompt-based automation use cases.
• Transitioning from one-off prompts to continuous processes.

2. No-Code Automation Tools

• Introduction to leading no-code platforms (Zapier, Make, n8n, etc.).
• Setting up fundamental automation pipelines.
• Connecting external tools and services without coding.

3. AI as a Task Connector

• Leveraging AI to interpret, route, and respond to data.
• Prompt chaining and conditional logic.
• Case studies on AI in workflow orchestration.

4. Creating Intelligent Workflows

• Structuring prompt-response pipelines.
• Utilising AI to facilitate decision-making within workflows.
• Monitoring and optimising workflow efficiency.

5. Working with Webhooks and APIs

• Understanding webhooks and their functionality.
• Integrating webhooks with no-code tools.
• Triggering AI tasks via external events.

6. Building and Connecting Vibe Coding Applications

• Overview of Vibe Coding (or low-code app platforms).
• Creating simple AI-powered applications.
• Integrating apps with automation flows.

7. Autonomous Agents and AI Systems

• Understanding AI agents and their underlying architecture.
• Decision-making, task planning, and self-execution.
• Security and responsibility considerations.

8. Designing and Deploying Autonomous AI Agents

• Tools and platforms for building autonomous agents (AutoGPT, AgentGPT, etc.).
• Defining goals, constraints, and operational environments.
• Testing and deploying agents for real-world use.

Summary and Next Steps