Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Hoist tracks this board by himself every day. MixinVisuals builds the same kind of AI helper for small businesses: scheduling, inboxes, inventory and invoices, built around how your shop already runs.