Vulkan's Uphill Battle Against CUDA Dominance. Semantic Compression Sparks Skepticism and Interest. Agent Debugging Tools Seek Community Validation. Fine-Tuned Models Face Off on Structured Output. Blackwell GPU Support Gaps Frustrate Early Adopters