| # Notes | |
| ## User Preferences | |
| - Samuel prefers German for spoken content, English for technical terms | |
| - Visual explanations and step-by-step walkthroughs preferred | |
| - Compact guidance for meta-work/control systems — long explanations feel unhelpful | |
| - Learns by doing and explaining back, not by reading theory | |
| - Has extensive real-world context (Hermes, Sanduhr, Registry) — anchor lessons there | |
| ## Working Observations | |
| - Samuel's core pattern from META2: Alleingang → Überlastung → Systembau → Bruch → Neustart | |
| - The "Leitplanken" insight: he builds routers (in-flow filters), not gates (pre-flow blockers) | |
| - Quality gap: designs well, operationalizes poorly | |
| - Key concept to teach: vertical quality = depth over breadth, Done-definition over feature-count |