08 Wrap-up
Workshop source
Workshop material is maintained in the public langfuse/langfuse-workshop repository. Use the repository for the runnable app, checkpoint branches, and local setup.
Learner guide: 08 Wrap-up
Instructor notes
- Keep this as a synthesis, not another feature tour.
- Re-state the loop in operational terms: trace behavior, detect signals, collect examples, run experiments, compare changes.
- Ask learners which one piece they would apply to their own app first.
Good closing prompts
- Which trace view changed how you would debug an LLM app?
- Which monitor would you create first for your own product?
- What real examples would seed your first dataset?
- Where would the Langfuse skill save implementation time in your codebase?
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