Slow and Steady

For Hacktoberfest Week 3, two local AI projects were developed to manage digital clutter. One tool utilizes Streamlit, Ollama, and Gemma to summarize WhatsApp and Telegram messages into two-sentence briefings and actionable to-do lists. Simultaneously, LoopZero was introduced as a local-first AI application designed to convert imported documents, notes, and text files into evidence-backed commitments. Both applications focus on reducing the manual effort required to organize tasks and process large volumes of unread information.