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.
⏱️ 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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