Workshop materials for teaching clients effective LLM usage.
Launch pad: SHRINE Documentation
A delivery companion to SHRINE. SHRINE documents principles and patterns. This repo holds workshop curricula, exercises, and discussion threads for refining how we teach them.
SHRINE is a floor, not a ceiling. Workshops adapt to client context.
| Format | Duration | Focus |
|---|---|---|
| Half-Day | 4 hours | Core mental models, live demos, one hands-on exercise |
| Full-Day | 8 hours | Deep dives, multiple exercises, skill-building labs |
Workshops ground in SHRINE's actual content. Core threads:
Principles (from proposals)
- TTV: Tokens to Value: the north star metric
- Consistency as Leverage: codebase predictability reduces tokens
- Fail Fast, Recover Smart: design for failure
- Human in the Loop: where automation stops
Patterns (from docs)
- Mechanical Scaffolding: build structure once, fill with context
- Task Routing: match tasks to the right model
- Verification patterns: adversarial review, self-critique, verification loops
- Structured Output: schemas beat prose
See Discussions for:
- Workshop delivery feedback
- Exercise proposals
- Gaps discovered during delivery
Found a gap in SHRINE while preparing a workshop? Open a proposal there, not here. This repo is for delivery, not doctrine.