Creator of Replay (https://github.com/RedRobotKK/Replay)

Systems Architect & FinOps Engineer focusing on LLM infrastructure, token efficiency, and server-side state machines.

--------------------------------------------------------- [ SERVICES AVAILABLE ] I conduct highly focused, 1-week Enterprise Architecture Audits to map pipeline telemetry, debug prompt lane context boundaries, and permanently slash AI operational spend.

- Core Focus: Caching Optimization, Hash Prefix Stabilization, Token Leak Detection - Target Stacks: Go / Python / Distributed AI Agent Frameworks

[ CONTACT & ENGAGEMENT ] - Email: daniel@redrobot.jp - LinkedIn: https://www.linkedin.com/in/danielsaito/ - GitHub: https://github.com/RedRobotKK/Replay/

Available for specialized short-term advisory consulting and elite executive-level technical leadership engagements. ---------------------------------------------------------