Fennel: AI Research Agent Workspace

Project description

AI agents are powerful, but most of the time you cannot see what they are doing or trust where the numbers come from. For this exploration, I imagined Fennel, a workspace where an AI agent turns a simple request into a clear plan and builds the result in front of you. It is built around two layers: Live Plan: the agent breaks the task into steps, runs parts of it in parallel and shows progress, time left and credits used, so you always know what is happening. Live Sheet: results fill a spreadsheet row by row while you watch, with every number linked to its source, so the output is easy to check and trust.