muginai.com

A platform that runs SEO for several projects by itself: around twenty-four permanent worker cycles, its own search results through SearXNG, instant submission of pages for indexing, its own connectors. External services cost zero on principle: LLMs go through local CLIs and paid keys are optional. The main addition is a prediction-versus-outcome ledger: the planner records a forecast for every decision and later checks it against what actually grew in the results.