Inside Swarm's WebSearchTool: How I Built It to Fit a 4K Context Window

I built Swarm's Swift web tool for 4,096-token on-device LLMs. Here's the tiered envelope, the Wax-without-embeddings bet, and fourteen decisions behind it.