Bernt
df5e2b3e78
- MVP Milestone: 'First Verified Decision'
- Developer films with quiXzoom, imports to Lab, corrects AI,
creates Decision Case, follows chain with full traceability
- When this works = first complete verifiable Control Intelligence pipeline
- Three development phases:
Phase 1 (Essential): Ingestion, Dataset Explorer, Annotation, Decision Case Viewer
Phase 2 (Scale): Replay, Benchmark, Evaluation
Phase 3 (Advanced): GPU Jobs, Hyperparameter Runs, Model Promotion, Canary
- Product Architecture: quiXzoom → Observations → Intelligence Lab →
Improved Models → LandveX → Better Decisions → Feedback → Intelligence Lab
- Two products: quiXzoom (observations), LandveX (decisions)
- Intelligence Lab = the factory that improves both
- New areas:
- Data Quality: Healthy/Blurred/Duplicate/Wrong GPS/Night/Rain/Occluded
+ Coverage (Roads, Buildings, Signs, Drainage, Vegetation)
- Decision Analytics: Acceptance Rate, Ignore Rate, Accuracy,
Insufficient Evidence, Data Collection Value
- Business value metrics, not traditional AI metrics
Rationale: Build MVP first, prove first real workflow, then scale.
Decision Cases are the heart. Data Quality explains model performance.
Decision Analytics measure business value.
Landvex Design System
Documentation Structure
docs/design/
├── README.md # This file
├── COMPLIANCE_MATRIX.md # Component readiness tracking
├── LANDVEX_DESIGN_CONSTITUTION.md # UX principles (Level 3)
├── LANDVEX_DESIGN_SPECIFICATION.md # Technical contract (Level 5)
├── foundations/ # Frozen foundations
│ ├── FOUNDATIONS-v1.0.md # Freeze contract
│ ├── TOKEN_PHILOSOPHY.md # Token rules
│ ├── SEMANTIC_COLOR_SYSTEM.md # Color tokens
│ ├── GRID_ELEVATION.md # Layout & depth
│ ├── AI_DESIGN_PRINCIPLES.md # AI governance
│ ├── COMPONENT_TEMPLATE.md # RFC template
│ ├── RFC_DEFINITION_OF_DONE.md # Quality gate
│ ├── DESIGN_ANTI_PATTERNS.md # Forbidden patterns
│ ├── COMPONENT_DECISION_TREE.md # Selection guide
│ ├── GLOSSARY.md # Common language
│ ├── BRAND_PALETTE.md # Brand colors
│ └── RELEASE_DEFINITION.md # Release gates
├── components/ # Component RFCs
│ ├── RFC-002-Input.md
│ ├── RFC-003-Select.md
│ └── RFC-004-Card.md
└── platform/ # Cross-cutting governance
└── README.md
Status
Foundations v1.0 — FROZEN
Components build on foundations. Foundations do not change without v2.0 RFC.