Multi-provider model routing and failover, BYOK inference layers for apps and agents, agent orchestration and multi-agent coordination, deterministic-first agentic systems, local-first and offline inference, practical deployment of lightweight engines, evaluation frameworks, and human-AI collaboration for small builder teams.