Platforms are converging, offering faster dev but trading freedom for convenience. Edge AI, managed ecosystems, and standardized toolchains bring benefits but risk vendor lock-in. Prioritize openness, hybrid designs, and understand trade-offs. #EdgeAI #VendorLockin #TechConvergence #OpenStandards