Diagram of a Python LLM serving engine with slot allocation

Pure-Python Continuous Batching LLM Serving Engine with Dynamic Slot Allocation and KV‑Cache Management

Build a minimal yet functional LLM serving engine in Python that demonstrates continuous batching, dynamic slot allocation, and KV‑cache management—ideal for standing out to hiring managers.

November 12, 2026 · 10 min · 1984 words · martinuke0
Feedback