Smart AI Life Global Documentation
Autonomous Agents, Open Energy OS & Hardware Telemetry
Bridging high-performance hardware, local LLM orchestration, and residential battery optimization (ECHONET Lite) with verified empirical datasets.
Empirical Research & Reproducible Setups
Featured Technical Research & Architectures
Strata Dual-GPU Benchmark: RTX 4070 Ti SUPER (Primary 16GB) + RTX 3060 (Sub 12GB) with GPU-UNLOCK (1,265 tok/s Prefill)
Detailed empirical telemetry on dual-GeForce MoE inference: RTX 4070 Ti SUPER as primary compute engine + RTX 3060 as sub KV-cache co-processor, hitting 158.5 TFLOPS and cutting TTFT by 58%.
Zero-Cloud-Cost Autonomous Agents: Routing Gemini & Antigravity to Local Hermes LLMs
How to build a zero-cloud-token agentic workflow by coupling Google DeepMind Antigravity with local Nous Hermes models and Strata GPU routing, slashing API expenses while preserving reasoning depth.
Building an Open Home Energy OS: JIT Night-Rate Charging (16.3 JPY) & ECHONET Lite Solar Offset
Detailed protocol for residential microgrids: Integrating Nichicon 14.9kWh batteries, Panasonic HEMS CenteHTTPd, and Wi-SUN B-route telemetry to cut annual electricity costs by $2,100.
Ryzen 9 7950X AVX-512 & Linux Kernel Tuning: Maximize Efficiency for 24/7 Compute Nodes
Silicon benchmarks on AMD Zen 4 architecture: Cutting socket power consumption by 41% using 105W Eco Mode and Curve Optimizer while maintaining maximum SIMD throughput on Linux Ubuntu 24.04.
