Ray Fernando gives Factory Droid a long-running taskAn AI coding agent is a tool-using AI system that can inspect, modify, and validate software within a repository.: migrate a Notion-backed blog to an Astro-based site. He asks for research, a specification and a plan before allowing implementation.
The demonstration shows parallel agentsA multi-agent system contains multiple AI agents that interact, coordinate, divide work, or influence one another while pursuing tasks. examining the existing content, a proposed separate repository and a locally generated site. Fernando reviews the result, requests a color adjustment and points out a layout defect.
He discusses automatic model routingAI model routing sends each request to a model chosen for that request's complexity, cost, speed, privacy, or other requirements. and tool callsAI tool calling lets a model request a structured operation from software instead of only returning natural-language text. as possible ways to manage cost and context. His reactions are observations from a first look, not a controlled benchmark or proof that every migrated post is correct.
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