Rails Business

Building with an AI Orchestrator Workflow


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In this episode, the hosts discuss building a “universal scraper” for event calendars and a new AI-assisted workflow using a long-running orchestrator.md thread.

00:12 Why Change AI Workflow
01:29 Orchestrator File Setup
04:36 How Memory Persists
07:33 Platform Constraints WSL
08:45 Git Worktrees and Isolation
12:07 Scraper Build Approach
18:26 Incremental TDD Development
20:17 Making It Truly Universal
22:39 Universal Scraper Explained
26:03 Wrap Up and Next Steps

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- Brendan's X/Twitter

- Brendan's Bluesky

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Rails BusinessBy Brendan Buckingham & Ryan Frisch