ChatSonnet
CSA-09 / ADVANCED

AI & Hybrid Bot Engineering

Combine guided flows with grounded AI and safe handoffs

5 lessons · 84 minutes of lesson study · Version 2.0.1
Practical assignment and assessment time are additional.

A skill you can demonstrate.

  • Choose deterministic and AI behavior by task.
  • Understand provider configuration and usage limits.
  • Ground answers in selected approved knowledge.
  • Set boundaries and provide useful handoffs.
  • Evaluate a hybrid bot with a fixed test set.
YOUR FIVE-LESSON PATH

Know what comes next.

01AI versus deterministic workflow decisions16 min

Choose deterministic and AI behavior by task.

Practice: Map five tasks to guided logic, grounded AI or human review and explain each choice.

02Provider configuration and limits16 min

Understand provider configuration and usage limits.

Practice: Record configured versus required capabilities and specify behavior for missing provider, limit and timeout.

03Grounding in approved knowledge16 min

Ground answers in selected approved knowledge.

Practice: Draft grounding instructions and test three supported and three unsupported questions.

04Safety boundaries, refusals and handoffs16 min

Set boundaries and provide useful handoffs.

Practice: Write cases for unsupported facts, private information and a request to bypass instructions.

05Prompt and answer-quality evaluation20 min

Evaluate a hybrid bot with a fixed test set.

Practice: Write and run or simulate twelve cases with pass/fail reasons and source evidence.