AI & Learning dossier
Three.js Optimization: Maintain <100 draw calls per frame. Use InstancedMesh for duplicate geometries (buildings, foliage) and BatchedMesh for mixed static geometries. Mandatory: Call .dispose() on geometries, materials, and textures to pre
Query seed: Spatial Computing
Retrieved shards from the same search layer used by `/api/tah`.
Match score 15.00
Spatial Math: Avoid Euler angles to prevent Gimbal Lock. Use THREE.Quaternion for all rotations. Interpolation: Use .slerp() for smooth orientation changes. Matrix Ops: Use matrix.decompose(pos, quat, scale) to extract transforms. Culling: Manual frustum culling via camera.frustum.containsPoint() for large-scale procedural data.
Match score 15.00
Spatial Indexing: BVH (Bounding Volume Hierarchy) is standard for complex raycasting/picking (use three-mesh-bvh). Octrees are best for sparse 3D point-clouds. Spatial Hashing: O(1) constant-time neighbor lookups for uniform dynamic objects (particles/boids). [SWARM_LINKS] 2b2bb4b414ee -> UNRESOLVED
Match score 15.00
Hybrid Spatial Pattern: Integrate Rotoscope SAM 2 masks as dynamic textures or sprites. Use Raycasting (BVH optimized) to project mouse/touch coordinates onto the 3D 'TacticalCloth' mesh. Apply physics forces programmatically using the mesh vertex data extracted via Matrix decomposition. [SWARM_LINKS] 7b0e4df6bcdd -> UNRESOLVED, e76e5f73b131 -> UNRESOLVED