AI Developer Tools Strata: Run Qwen3.8-Flash-Next on a Gaming PC and Serve an OpenAI/Anthropic API to Your Agents (Check the Hardware Bar First) Strata is an MIT-licensed local inference engine that runs Qwen3.8-Flash-Next on consumer GPUs and serves a localhost API for coding agents. About 25k stars, but it needs 12 GB+ of VRAM and lots of RAM. Here’s the real cost.