┌─────────────┐ ┌──────────────────────┐ ┌─────────────────┐ │ AI Agent │──── │ Main API Server │──── │ Venus ...

Firmware warning: Marstek’s Local API firmware is still immature, so most glitches originate in the batteries, not here. Report issues to Marstek unless you can clearly trace them to this project.

A slower "reasoning" model might do more of the work for you -- and keep vibe coding from becoming a chore.

Abstract: An increase in ICT devices and services has led to a rise in carbon emissions. As a result, there is a growing demand for energy-efficient software; however, this demand remains unmet due to ...