
AI Engineering• 15 min
DeepSeek: Self-Hosting Open-Source LLMs
Running DeepSeek V3 and R1 locally on Kubernetes — how we cut API costs by 90%, the hardware requirements, and the quantization trade-offs we made.
#deepseek#self-hosting
3 posts

Running DeepSeek V3 and R1 locally on Kubernetes — how we cut API costs by 90%, the hardware requirements, and the quantization trade-offs we made.

OpenAI's open-source Symphony framework that monitors Linear boards, spawns autonomous coding agents, and delivers proof-of-work — without a single GPU.

An open-source alternative to Cursor — a VS Code fork with a deeply integrated AI agent where the loop, diff, and indexing engine communicate via gRPC.