Local-first ingestion of Alexander's creative/media history — especially Twitter video/music history — so Timmy can analyze, remember, and draw inspiration without uploading private archive media to cloud services.
Prove the value of 48GB GPU inference in the fleet. Real tasks, real artifacts, measurable quality uplift over local models. Pod: 8lfr3j47a5r3gn (L40S 48GB), model: gemma3:27b, endpoint: https://8lfr3j47a5r3gn-11434.proxy.runpod.net
Build foundational agent with ToolPermissionContext, ExecutionRegistry, and Session persistence
Study Anthropic Claude Code source (512K lines TS) to inform Grand Timmy architecture. Extract patterns, avoid reinventing, steal what works.