Crucible - Autonomous Sprite Synthesis Pipeline

Overview

Crucible is an automated multi-agent pipeline architected using Google ADK to orchestrate state handoffs across vision and diffusion models. A data validation heuristic was engineered for strict quality control prior to inference.

Optimization

Local model execution was optimized via float16 quantization to strictly bound memory footprints under 6GB VRAM. This enforced reproducible generation using fixed-seed API configurations and structured LLM reasoning.