study / tool use / swarms / cognitive infrastructure
AI & Agents
live question
What does it feel like to think and build with tool-using systems?
current thesis
Agents turn AI from a text generator into a working environment: a set of loops that can read, write, inspect, criticize, build, and carry context through a task.
Artifact Feed
Essays, notes, code projects, workflows, and experiments that belong to this question.
- projectCouncilAn AI record protocol for turning model work into inspectable evidence.
- projectUniverse IndexA vibe-coded simulation surface for worlds, agents, and generated lore.
- experimentTiny Thought SwarmGPT, Claude, Codex, and synthetic audio used as a live cognitive studio.