Cole Medin

πŸ”΄LIVE - My AI Coding Workflow has 10x'd Again with Archon - See it in Action

May 10, 2026 2 h 7 min
ai agentssoftware engineeringcoding workflowarchonweb development
Watch on YouTube Follow Cole Medin on Rundown β€” free

Summary

AI summaries can be incomplete or wrong. Verify anything important against the original video.

In this 127-minute live session, software developer Cole Medin demonstrates his updated AI-assisted coding workflow centered on the use of 'Archon'. He walks through real-world implementation of complex features, showing how agents can automate architectural planning, file generation, and debugging.

This video serves as a deep dive into modern AI-driven software development workflows. Cole Medin focuses on the integration of Archon, an AI agent system designed to handle complex coding tasks by bridging the gap between high-level architectural intent and low-level code generation. Throughout the session, Medin demonstrates how he transitions from defining a feature requirement to having the agent scaffold the infrastructure and generate functional code in a codebase.

The demonstration covers the iterative process of prompt engineering and context management. Medin discusses the importance of keeping the AI informed about project-specific constraints and architectural patterns, showing techniques to avoid common pitfalls like hallucinations or divergent code styles. He emphasizes the role of the developer as an architect and editor, rather than a writer of boilerplate code, and shows how Archon assists in maintaining consistency across multiple files.

The latter half of the video focuses on debugging and refinement cycles. Medin highlights the utility of AI agents in analyzing stack traces, proposing systematic fixes, and verifying them against existing test suites. By working through live examples, he provides insights into how he manages the agent's token usage and prompt refinement to ensure accuracy and efficiency in complex software environments.

Steps to follow

Locked
  1. 1
  2. 2
  3. 3
  4. 4
  5. 5

Key Points

Locked

Worth watching if: You are a professional software engineer or technical founder who wants to speed up development velocity using agentic AI. You will learn specific workflows for prompting AI to build structural components rather than just individual functions. The debugging segments are particularly valuable for those dealing with complex, multi-file codebases.

Sign in to unlock the full extract

Every claim, key point, and timestamp for this Cole Medin video β€” plus a daily email of every channel you follow.

Sign in with Google

No credit card. Free tier forever.

Watch on YouTube