Live AI Coding with Ray Fernando - Exploring NEW Workflows
Cole Medin
@colemedinAbout
Hi I'm Cole Medin and I'm your guy for learning how to make a huge impact with AI agents and AI coding assistants. AI is no doubt the future of not just software development but the whole world. And I'm on a mission to master it and share everything with you. Join me as I push the limits of what is possible with AI. I'll be uploading videos weekly - at least every Wednesday at 7:00 PM CDT!
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Video Description
Ray and I are teaming up to bring you a super exciting livestream where we'll combine our workflows together to create something new and VERY powerful. We've got some insane ideas cooking that I can't wait to share with you! If you haven't watched Ray's content before, you should check it out! His channel is a goldmine of resources for AI coding: https://www.youtube.com/@RayFernando1337 Here is the repo for the Linear Agent Harness: https://github.com/coleam00/Linear-Coding-Agent-Harness ~~~~~~~~~~~~~~~~ 00:00:00 Introduction to the live stream and guest Ray. 00:00:59 Explaining the main topic: Anthropic's harness for long-running agents. 00:03:32 Ray introduces himself and his AI coding background. 00:08:13 Explaining the core problem: agents and long context windows. 00:10:30 Why Cole integrated Linear for task management and observability. 00:13:42 Discussing Archon, Cole's open-source AI command center. 00:21:55 Architectural deep dive: How the agent harness works. 00:25:50 Showing the detailed `app_spec.md` file for building a Claude.ai clone. 00:30:52 Pro-tip: How to use a Claude Max subscription instead of API credits. 00:39:20 Showcase: A Claude.ai clone built by the harness in 24 hours. 00:46:57 Detailing the prompt changes for the Linear integration. 00:49:02 Ray's 'AGI' moment seeing the fully integrated system. 00:50:58 Explaining the Test-Driven Development (TDD) approach used. 01:04:18 Kicking off the live demo. 01:09:21 Live demo: The initializer agent creates tasks in Linear. 01:14:35 Live demo: Agent uses Puppeteer to validate the app. 01:22:30 How to adapt the harness for other models (Codex, OpenCode). 01:27:36 Live demo: The agent builds the initial UI layout. 01:34:50 A fun detour into cooking and favorite pizza. 01:41:09 Will AI stop the creation of new programming languages? 01:50:08 The importance of automated testing in AI workflows. 01:56:48 Ray provides a complete summary of the harness architecture. 01:59:04 Cole discusses his Dynamous community and coding course. 02:04:50 Final thoughts and wrap-up.
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