Production on Zhanyl Abdybaeva https://zhanyl-tech.github.io/tags/production/ Recent content in Production on Zhanyl Abdybaeva Hugo en-us Thu, 15 Jan 2026 00:00:00 +0000 Agentic ML Inference Infrastructure https://zhanyl-tech.github.io/projects/agentic-ml-inference-infrastructure/ Thu, 01 Jan 2026 00:00:00 +0000 https://zhanyl-tech.github.io/projects/agentic-ml-inference-infrastructure/ Production agentic AI infrastructure layer: autonomous systems that reason, decide, and act on real workloads using vLLM, LangGraph, and MCP. How KV-Cache Paging Works in vLLM — and Why It Matters for Production https://zhanyl-tech.github.io/blog/2026-01-15-kv-cache-paging-vllm/ Thu, 15 Jan 2026 00:00:00 +0000 https://zhanyl-tech.github.io/blog/2026-01-15-kv-cache-paging-vllm/ A technical walkthrough of PagedAttention: the memory management innovation that makes vLLM practical for serving many concurrent LLM sessions without fragmenting GPU memory.