Master Claude Chat, Cowork, Code

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 down the fundamental mechanics of...

2026-09-11

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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. Author Sho Shimoda breaks down why ...

2026-09-11

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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—problems in modern AI workflows: con...

2026-05-15

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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 directly into your real systems: ...

2026-04-20

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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 modern AI workflows: turning y...

2026-04-19

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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 workflow: the CLAUDE.md file. This ...

2026-04-13

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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 into one of the most powerful pla...

2026-04-12

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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 you’ve ever tried something li...

2026-03-31

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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 directly into the terminal. N...

2026-03-30

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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 Cowork can operate as a backgroun...

2026-03-07

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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 responses, Claude can be exte...

2026-03-07

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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 files one at a time, Cowork ope...

2026-03-07

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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 unpredictable results? The answer l...

2026-03-04

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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 architecture, coding conventi...

2026-03-03

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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 unpredictable results? The answer l...

2026-03-03

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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 of distinct interfaces designe...

2026-03-03

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Master Claude Chat, Cowork, Code

节目列表 (16 期节目)

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