poolside

AI agent that transpiles Python to static C binaries. No runtime, no interpreter, no dependencies.

Poolside Laguna S 2.1: Run 1M Context Locally (Tested) - Complete overview, benchmarks, local setup guides (vLLM, SGLang, llama.cpp), and test suite for Laguna S 2.1 118B MoE.

poolside Laguna-S-2.1 INT4 + DFlash speculative decoding on 4x RTX 3090: 200K context, 282 tok/s peak decode, gate-proven with a 190K-token prompt. Full levers menu + failure catalog.

Poolside Tech Home Assistant Integration

vLLM serving poolside Laguna S 2.1 (118B MoE, 8B active, INT4) on AMD Strix Halo (Ryzen AI Max+ 395, gfx1151, 128GB unified) via TheRock ROCm nightly. OpenAI-compatible, 256K context, DFlash speculative decoding.

Online banking demo with agentic capabilities