Remy is giving you The AI Agent OS Playbook, everything from this episode in one free PDF → https://openresidency.com/remy-gaskell-playbook?utm_source=spotify&utm_medium=description&utm_campaign=remy_gaskell_playbook

Remy Gaskell is a self-taught AI operator who teaches founders to run their businesses on AI agents.

Most founders type prompts into a chat box one at a time and start from zero every session. Remy runs at 5-10x the output because he stopped chatting and built an operating system his AI already understands. In this episode he takes the whole thing apart: the shift to agents, the exact files on his own machine, and how to build one yourself.

🧠 AI ONBOARD
You re-explain your business in every new chat because your AI forgets the second you close the window. AI Onboard is Remy's Claude Code plugin that builds your whole AI operating system in one guided session, so it never forgets again. Half off for our audience → https://openresidency.com/onboard?utm_source=spotify&utm_medium=description&utm_campaign=ai-onboard

⏱️ CHAPTERS
00:00:00 Trailer
00:01:21 The shift from chat to agents
00:04:04 What "agent" actually means
00:11:08 The observe-think-act loop
00:18:01 Live demo: analyzing an Instagram Reel
00:20:24 Tuning an agent vs building one
00:22:45 Context files and the CLAUDE.md
00:44:03 A memory system that improves itself
00:52:06 MCP connectors, the universal translator
00:59:21 Security and permissions
01:02:19 Starter tool stack, Apify to Composio
01:18:21 Skills as SOPs for your AI
01:47:34 The Agent OS folder structure
02:06:46 The future of teams and intrapreneurship
02:16:20 Quickfire questions

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