Master Claude Chat, Cowork, Code

5. Artifacts (Turning Conversations into Shareable Tools)

In Episode 5 of Beyond Prompting, we focus on turning conversational outputs into persistent, interactive deliverables using Artifacts. Rather than leaving code or tools

4. Projects and Persistent Context (Curing AI Amnesia)

In Episode 4 of Beyond Prompting, we tackle the most frustrating bottleneck in AI collaboration: starting every conversation from a clean slate. If you find yourself repe

3.Prompting as Entropy Reduction (The Math of Precision)

In Episode 3 of Beyond Prompting, we explore the single underlying principle behind effective prompt engineering: narrowing the token probability distribution. Rather tha

2. The Claude Surface Map (Pick the Right Claude by Reach)

In Episode 2 of Beyond Prompting, we map out the modern Claude ecosystem and answer the fundamental operational question: "Which Claude should I use for this task?". Whil

1. How the Models Behave (Probability, Entropy, and the Effort Dial)

In Episode 1 of Beyond Prompting, we go under the hood of modern AI models to understand how they actually generate text and why they behave the way they do. We break dow

0. How AI Broke the Technical Manual (What Changed in the Claude Ecosystem)

In this special preamble episode of Beyond Prompting, we examine how rapid AI development forced a complete rewrite of technical documentation and operator manuals. Autho

15. Managing Context Rot (Thinking Like an Ops Team)

Episode 15: Context Rot — The Silent Failure Mode of Long AI Sessions In Episode 15 of Beyond Prompting, we expose one of the most dangerous—and least understood—problem

14. The Universal Data Bridge (Connecting Systems with MCP)

Episode 14: MCP — Turning AI into Connected Infrastructure In Episode 14 of Beyond Prompting, we explore the breakthrough that takes AI out of isolation and plugs it dir

13. Teaching Claude New Tricks (Encapsulating Knowledge with Agent Skills)

Episode 13: Claude Skills — Turning SOPs into Executable Workflows In Episode 13 of Beyond Prompting, we unlock one of the most powerful—and overlooked—capabilities in m

12. The AI Constitution (Designing Guardrails with CLAUDE.md)

Episode 12: CLAUDE.md — The Constitution Behind Your AI System In Episode 12 of Beyond Prompting, we focus on the single highest-leverage asset in your entire AI workflo

11. The AI in the Pipeline (CI/CD Integration and Automation)

Episode 11: Claude Code in CI/CD — Turning AI Into a Controlled Automation Layer In Episode 11 of Beyond Prompting, we take Claude Code beyond the local terminal and int

10. Safe Legacy Refactoring (How to Rewrite 50k Lines Without Breaking Prod)

This is one of the most dangerous moves you can make as an engineer: Letting AI rewrite your legacy system. In this episode, we confront that risk head-on. Because if

9. The Terminal Agent (Claude Code Fundamentals)

In this episode, we enter a new phase of the journey: Claude Code. This is where things change. We leave behind the familiar world of browsers and chat windows—and step

8. The AI That Works While You Sleep (Scheduled Tasks & Autonomous

In Episode 8, we unlock the next level of AI productivity: autonomous, recurring workflows. Instead of triggering Claude manually for each task, we explore how Claude Cow

7. The Domain Expert (Supercharging Cowork with Plugins)

In Episode 7, we explore how to transform Claude from a general-purpose AI into a specialized expert tailored to your specific job function. Instead of relying on generic

6. Breaking Out of the Browser (Introduction to Claude Cowork)

In Episode 6, we step beyond the browser and introduce Claude Cowork, Anthropic’s desktop automation agent. Unlike traditional chat interfaces where you manually upload f

5. From Conversation to Application (Rapid Prototyping with Artifacts)

In Episode 3, we move beyond simple chat interactions and dive into the technical foundation of prompt engineering. Why does Claude sometimes hallucinate or produce unpre

4. Curing "AI Amnesia" (Mastering Claude Projects and Persistent Context)

In Episode 4, we tackle one of the most frustrating bottlenecks in working with AI: "AI Amnesia." If you find yourself spending twenty minutes re-explaining your codebase

3. Taming AI Entropy (The Engineering of a Perfect Prompt)

In Episode 3, we move beyond simple chat interactions and dive into the technical foundation of prompt engineering. Why does Claude sometimes hallucinate or produce unpre

2. The Three Pillars of Claude (Chat, Cowork, and Code)

In the second episode of Beyond Prompting, we break down the fundamental architecture of the Claude ecosystem. Claude is no longer just a single chatbot — it is a family