autumnfallenwang/homecal

0 stars, 0 forks, no velocity, and only 44 days old signals this is a personal experiment or nascent prototype with zero adoption. The concept of 'LLM-powered calendar' is a straightforward application of commodity LLM APIs (ChatGPT, Claude, etc.) to calendar workflows—a common pattern already explored by numerous projects and productized by frontier labs themselves (OpenAI's GPT actions, Anthropic's Claude integrations, Google Calendar's Gemini features). Without visible code depth, deployment evidence, or community traction, this reads as an early-stage personal project. Frontier labs have direct incentives to add LLM-powered calendar features to their platforms or partner ecosystems, making this vulnerable to immediate feature parity. The self-hosted angle provides minimal moat if the underlying differentiation is just 'run an LLM locally'—a solved problem. No unique dataset, proprietary algorithm, or network effect evident. High frontier risk because family calendar + LLM is precisely the kind of 'AI assistant' feature that OpenAI, Google, and Anthropic are productizing at scale.