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Write the problem clearly,I will read it directly

Good reasons to reach out: taking an independent product from zero to release, mobile complexity, Go backend, AWS EKS / Kubernetes migration, CI/CD / Ops, AI products, agent orchestration, or a specific project collaboration.

Python · FastAPI · ops scripts

For automation, content pipelines, or ops tooling, email me.

Best-fit topics

Mobile / React Native / Expo / native iOS experience and release issues

Go backend, realtime communication, PostgreSQL / Redis / gRPC architecture

AWS EKS, Kubernetes, Helm, CI/CD, ops checks, and production migration

LLM gateway, RAG, long-term memory, agent-assisted delivery systems, and automated checks

When emailing, include the goal, current state, the scope you want me to own, and the expected delivery format. I read messages directly.