Stop Letting AI Wing It -- Take Control of AI Coding

Everyone thinks you can just tell an AI, “build me this app,” and magic will happen. Sometimes it does. Sometimes it’s a complete mess. In this video, I break down the real reason agentic coding often feels random — and how to finally fix it. The answer? Stop skipping roles that have always been critical in software development. I’ll walk through the five essential roles in the software lifecycle (researcher, product manager, architect, planner, and coder/tester), and show you how to work with AI tools like Claude Code, Cursor, and ChatGPT without losing reliability. We’ll go step by step using a real example: modifying my own channel dashboard app to show weekly and monthly summary rows. Along the way, you’ll see how screenshots, PRDs, architecture docs, and planning phases make all the difference between chaos and success. If you’ve been frustrated by inconsistent results with LLM-based coding, this video will give you a clear roadmap to regain control and finally unlock reliable outcomes. #AgenticCoding #SoftwareDevelopment #AIEngineering #LLM #Cursor #ClaudeCode #ChatGPT #SDLC #ProductManagement #AItools 00:00 - Intro 01:14 - The Roles 04:24 - The App 05:33 - The Researcher 07:16 - The Architect 10:16 - The Product Manager 14:18 - The PRD 18:03 - Technical Planning 22:17 - Engineering 23:14 - Conclusion

Think Bigger to Climb the 4 Levels of AI
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Think Bigger to Climb the 4 Levels of AI

Full Walkthrough: Workflow for AI Coding — Matt Pocock
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Full Walkthrough: Workflow for AI Coding — Matt Pocock

Plan Before You Build: Deterministic Planning Patterns for AI Agents by Dan Dobrin @ Spring I/O 26
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Plan Before You Build: Deterministic Planning Patterns for AI Agents by Dan Dobrin @ Spring I/O 26

Claude Code Agents: The Feature That Changes Everything
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Claude Code Agents: The Feature That Changes Everything

Zig 2026: No-AI Policy, $670K Foundation, Left GitHub & Why Zig Isn’t 1.0 - Andrew Kelley Explains
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Zig 2026: No-AI Policy, $670K Foundation, Left GitHub & Why Zig Isn’t 1.0 - Andrew Kelley Explains

The senior engineer's guide to AI coding: Context loading, custom hooks, and automation
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The senior engineer's guide to AI coding: Context loading, custom hooks, and automation

Andrej Karpathy: From Vibe Coding to Agentic Engineering w/ Stephanie Zhan
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Andrej Karpathy: From Vibe Coding to Agentic Engineering w/ Stephanie Zhan

Why AI Agents are either the best or worst thing we’ve ever built
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Why AI Agents are either the best or worst thing we’ve ever built

Karpathy's Wiki vs. Open Brain. One Fails When You Need It Most.
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Karpathy's Wiki vs. Open Brain. One Fails When You Need It Most.

How To Get The Most Out Of Vibe Coding | Startup School
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How To Get The Most Out Of Vibe Coding | Startup School

A 3-step AI coding workflow for solo founders | Ryan Carson (5x founder)
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A 3-step AI coding workflow for solo founders | Ryan Carson (5x founder)

Claude Code Is Shipping So Fast I Almost Missed the Pattern
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Claude Code Is Shipping So Fast I Almost Missed the Pattern

Head of Claude Code: What happens after coding is solved | Boris Cherny
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Head of Claude Code: What happens after coding is solved | Boris Cherny

START YOUR TUESDAY WITH FAITH | TODAY GOD IS GIVING YOU UNEXPECTED OPPORTUNITIES | FATHER FREDDY ...
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START YOUR TUESDAY WITH FAITH | TODAY GOD IS GIVING YOU UNEXPECTED OPPORTUNITIES | FATHER FREDDY ...

Cut LLM cost by 95%, replace ElevenLabs, and 10 top GitHub repos
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Cut LLM cost by 95%, replace ElevenLabs, and 10 top GitHub repos

Hermes Agent is the greatest AI tool ever made. Here's how to set it up
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Hermes Agent is the greatest AI tool ever made. Here's how to set it up

How I Use ChatGPT and Codex to Build Software Without Vibe Coding
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How I Use ChatGPT and Codex to Build Software Without Vibe Coding

Trump Preps for 80th Birthday, Threatens to Hit Iran, Knicks Historic Win & Elon Musk Trillionaire!?
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Trump Preps for 80th Birthday, Threatens to Hit Iran, Knicks Historic Win & Elon Musk Trillionaire!?

Claude Code After 1 Month: The Patterns That Actually Stuck
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Claude Code After 1 Month: The Patterns That Actually Stuck

How AI agents & Claude skills work (Clearly Explained)
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How AI agents & Claude skills work (Clearly Explained)