Why AI Personas Beat AI Skills 90% of The Time скачать в хорошем качестве

Why AI Personas Beat AI Skills 90% of The Time

Get the Conductor Framework at https://testinprod.co I realized I was making a stupid mistake. I was treating my AI like a Junior Intern—focusing only on Skills (writing code) and Workflows (following steps). But the real power of models like Claude 3.5 Sonnet isn't just execution; it's reasoning. In this video, I explain why I stopped trying to "outsmart" the AI with complex workflows and instead started using AI Personas inside the Conductor Framework v2.1. I break down the "Agency Graph" to show why most developers are stuck in the "Execution" trap, and I reveal the architecture of my new "CTO Persona"—a text file that applies senior-level judgment, checks for technical debt, and enforces architectural standards before a single line of code is written. Key Topics: • The "Agency Graph": Skills vs. Workflows vs. Personas • The Mistake: Why my "CTO Workflow" failed • The Solution: Moving from "Instructions" to "Tendencies" • The Anatomy of a Persona: System Scope, World Scope, and Bias • How to "hire" this digital team for free 0:00 Intro: The "Arrogant" Mistake 0:55 The Agency Graph (Context vs Reasoning) 1:50 Defining Skills (The "Intern") 2:25 Why Workflows Break 3:15 Story: The Failed Data Pipeline 4:35 Defining AI Personas (The Judgment Layer) 5:30 Anatomy of the CTO Persona 7:45 How to Initialize the "Digital C-Suite" 8:50 Outro