• Orientation: What defines an agent and how they differ from an assistant. 
• Architecture decisions: Single-agent, multi-agent, and agentic RAG compared. 
• Understanding patterns: When to use RAG, when to use tools, when to use webhooks—and when combinations make sense. 
• Context design: prompt composition, memory strategies, and guardrails for stable agent behavior. 
• Define the business problem: Develop a shared language, identify stakeholders, make success measurable. 
• Group exercise: Define your own agent with goals, users, input/output, success criteria, and limitations.

• Orientation: What defines an agent and how they differ from an assistant. 
• Architecture decisions: Single-agent, multi-agent, and agentic RAG compared. 
• Understanding patterns: When to use RAG, when to use tools, when to use webhooks—and when combinations make sense. 
• Context design: prompt composition, memory strategies, and guardrails for stable agent behavior. 
• Define the business problem: Develop a shared language, identify stakeholders, make success measurable. 
• Group exercise: Define your own agent with goals, users, input/output, success criteria, and limitations.

Agent Design & Canvas

• Finalize scope: Refine and define your own agent design from Webinar 1. 
• Tool selection: Identify and document relevant tools and APIs for implementation. 
• Create agent canvas: 1-page concept document based on template – goal, architecture, interfaces, risks. 
• Preparation Build phase: Clarify technical requirements, set up n8n access. 
• Submission: Agent Canvas before Webinar 2 

Agent Design & Canvas

• Finalize scope: Refine and define your own agent design from Webinar 1. 
• Tool selection: Identify and document relevant tools and APIs for implementation. 
• Create agent canvas: 1-page concept document based on template – goal, architecture, interfaces, risks. 
• Preparation Build phase: Clarify technical requirements, set up n8n access. 
• Submission: Agent Canvas before Webinar 2 

• n8n Basics for Agents: Create workflows, set up webhooks, build your first automations. 
• Tool integration: Integrate external APIs, files, and repositories. 
• Agentic Orchestration: Incorporate planning steps, sub-tasks, and control questions. 
• Observing vs. acting: When does the agent intervene—and when does he wait? 
• Troubleshooting: Logging, monitoring, and typical sources of errors in practice. 
• Hands-on: Each group builds its agent using at least two external tools – initial demo at the end. 

• n8n Basics for Agents: Create workflows, set up webhooks, build your first automations. 
• Tool integration: Integrate external APIs, files, and repositories. 
• Agentic Orchestration: Incorporate planning steps, sub-tasks, and control questions. 
• Observing vs. acting: When does the agent intervene—and when does he wait? 
• Troubleshooting: Logging, monitoring, and typical sources of errors in practice. 
• Hands-on: Each group builds its agent using at least two external tools – initial demo at the end. 

Agent Refinement & Testing 

• Extend prototype: Add a second function or workflow. 
• RAG integration: Connect and test knowledge base. 
• Develop test prompts: Run through and document typical user cases. 
• Error analysis: Identify edge cases, evaluate logging, derive improvements. 
• Documentation: Record technical implementation and open issues for webinar 3. 
• Submission: Working prototype before Webinar 3 

Agent Refinement & Testing 

• Extend prototype: Add a second function or workflow. 
• RAG integration: Connect and test knowledge base. 
• Develop test prompts: Run through and document typical user cases. 
• Error analysis: Identify edge cases, evaluate logging, derive improvements. 
• Documentation: Record technical implementation and open issues for webinar 3. 
• Submission: Working prototype before Webinar 3 

• UX & degree of autonomy: How much automation makes sense? Control questions, risk checks, safety loops. 
• Quality measurement: Establish a KPI system – make accuracy, task success, and time savings measurable. 
• Benchmarks & Testing: Use test prompts systematically, evaluate results. 
• Final Build Sprint: Final adjustments, review of success criteria. 
• Pitch session: Each group presents their agent, including value and learnings.

• UX & degree of autonomy: How much automation makes sense? Control questions, risk checks, safety loops. 
• Quality measurement: Establish a KPI system – make accuracy, task success, and time savings measurable. 
• Benchmarks & Testing: Use test prompts systematically, evaluate results. 
• Final Build Sprint: Final adjustments, review of success criteria. 
• Pitch session: Each group presents their agent, including value and learnings.