Sakura AI Labs pioneers edge-to-cloud inference optimization. By synchronizing client multi-turn prompt headers and leveraging Google Vertex AI implicit caching, we slash token costs by up to 75% while doubling request throughput.
Engineered for the Modern Agentic Era
From individual roleplay scenarios to high-volume multi-agent orchestration, Sakura AI delivers seamless scalability.
Automatically aligns character definition and prefix headers in conversational turns, guaranteeing continuous hits on Vertex AI and Gemini implicit caching layers.
Our micro-service proxy (`vertex-proxy` / `sakura_hub`) provides intelligent load balancing, quota cooling-down circuits, and automated token failovers.
Integrates natively with frontend clients such as SillyTavern (`ST-Cache-Optimizer`, `st-direct-event`) with zero modifications to upstream code.
How Sakura AI Orchestrates Inference
Building The Future of AI Agents
We are a passionate team of open-source builders and indie hackers obsessed with LLM acceleration and intelligent infrastructure. By combining Google Cloud's cutting-edge TPUs and foundation models with lightweight edge proxies, we make advanced AI accessible and cost-effective for everyone.
Ready to Optimize Your Inference?
We are actively onboarding research labs, developers, and autonomous agent creators.