Agent Wires Up Embedding Model on Cloudflare to Make OpenAPI Specs Discoverable in 5 Minutes

mitsuhiko · x · 2026-08-22

Armin Ronacher (mitsuhiko) asked his agent to make his OpenAPI spec agent-discoverable—returning the right API specs when an agent writes a task summary. Five minutes later, the agent had wired up an embedding model on Cloudflare by itself. He notes being impressed by both Cloudflare's developer experience and current agent capabilities. A first-hand demo of the minimal viable approach to agent service discovery via embeddings over API specs.

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