Podcast Episodes

Why Agentic AI Needs a Loop, Not Just a Prompt

Loop Engineering is the skill that turns an Agentic AI system from an expensive babysitting job into an autonomous worker that runs while you sleep. From prompt engineering to context engineering to harness-building — this episode traces the evolution and explains what makes a reliable AI loop: a heartbeat, a memory file, a separate checker, and guardrails that stop runaway costs before they happen.

The Three Layers of AI Capability Every Leader Must Understand

Most senior leaders are trying to skip to agentic AI without having built one reliable AI agent yet. This episode breaks down the three layers — Generative AI, AI Agents, and Agentic AI — covering the orchestration loop, why MCP is the "USB-C cable" for enterprise AI, the math of compounding failure, security risks like tool poisoning and reward hacking, and a clean decision tree for which layer your task actually belongs to.

What Agentic AI Really Means for Your Business

AI has stopped talking and started acting. This episode breaks down agentic AI in plain English — what agents really do, where they fail, and the questions every executive must ask before deploying one.

Context Rot Explained

You uploaded a 1,500-page report to an AI — why does it forget what's on page 750? This episode breaks down context rot, the U-shaped attention problem, auto-compaction in consumer chatbots, and what business leaders can actually do about it.

Claude Cowork, Skills, Plugins & Connectors Explained

Stop chatting with AI. Start delegating to it. This episode is a detailed walkthrough of four game-changing tools that turn Claude from a brainstorming buddy into an autonomous operations team—creating real files, running parallel tasks, and connecting to external systems.

What Anthropic's Research Actually Shows

Everyone claims AI saves time. But what do the real numbers show? This episode breaks down Anthropic's January 2026 research analyzing 2 million actual AI conversations—revealing the 40-minute reality behind the 80% hype.

Essential AI Vocabulary for Business Leaders

Tired of nodding along in meetings when someone mentions RAG, tokens, or agentic AI? This episode breaks down the essential AI vocabulary every business leader needs to know—no coding or technical background required.

2025 AI Developments Recap

In this special podcast episode, I recap the most significant AI developments of 2025 — a year that transformed how businesses use artificial intelligence. From breakthrough models to practical business applications, this is your executive summary of what mattered most in AI this year.

AI Assistants Comparison

In this podcast episode, I compare the three leading AI assistants from a business user's perspective — no technical jargon, just practical insights. We cover: ChatGPT 5.2 (OpenAI), Claude Opus 4.5 (Anthropic), and Gemini 3.0 (Google). Which one is best for YOUR business needs? I break down the strengths, weaknesses, and ideal use cases for each.

Force Python Execution to Stop AI Hallucinations

You upload a spreadsheet to AI and it gives you a confident, well-written answer — with completely made-up numbers. This episode walks through the exact workflow to get reliable, auditable data analysis from AI, no coding background needed.