Capstone roadmap
One **Personal Knowledge Assistant** — each lab adds a layer until you ship with monitoring.
1Try it yourself
Playground
Capstone roadmap
Tap each layer — one Personal Knowledge Assistant, built across existing labs.
2Read & reflect
Recap
#What you just did
You mapped the first six layers of the capstone to existing lessons you will reuse.
Teach
#How it works
Twelve layers: API → structured output → RAG → citations → tools → memory → evals → injection defense → tracing → retries → deploy → monitoring.
Same codebase grows — you do not restart from scratch each week.
Use it
#When you'd use this
- Planning a builder path or genius level
- Explaining your learning project to a mentor or hiring manager
Watch out
#Watch out
Skip layers at your own risk — production teams notice missing evals and tracing first.
Try next
#Try this next
Open the capstone hub and mark which layers you have already completed.
3Spark check