Learning-Measurement on Bil Arikanhttps://bil.arikan.ca/tags/learning-measurement/Recent content in Learning-Measurement on Bil ArikanHugoen-USFri, 13 Feb 2026 00:00:00 -0500In-App Live Assistanthttps://bil.arikan.ca/projects/live-in-app-assistant/Fri, 13 Feb 2026 00:00:00 -0500https://bil.arikan.ca/projects/live-in-app-assistant/<p>This is a project I am actively pursuing: an open-source “in-app live assistant” pattern that other product teams can embed.</p> <p>The core idea is simple: if the assistant can listen and <em>see the current UI</em>, it can give concrete next-step guidance instead of generic chatbot answers.</p>