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 than relying on an arbitrary list...
14 Sep 44min
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?". While the three primary surfaces—C...
12 Sep 41min
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...
11 Sep 21min
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 ...
11 Sep 38min
15. Managing Context Rot (Thinking Like an Ops Team)
Episode 15: Context Rot — The Silent Failure Mode of Long AI SessionsIn Episode 15 of Beyond Prompting, we expose one of the most dangerous—and least understood—problems in modern AI workflows:context...
15 Maj 54min
14. The Universal Data Bridge (Connecting Systems with MCP)
Episode 14: MCP — Turning AI into Connected InfrastructureIn Episode 14 of Beyond Prompting, we explore the breakthrough that takes AI out of isolation and plugs it directly into your real systems:Mod...
20 Apr 39min
13. Teaching Claude New Tricks (Encapsulating Knowledge with Agent Skills)
Episode 13: Claude Skills — Turning SOPs into Executable WorkflowsIn Episode 13 of Beyond Prompting, we unlock one of the most powerful—and overlooked—capabilities in modern AI workflows:turning your ...
19 Apr 37min
12. The AI Constitution (Designing Guardrails with CLAUDE.md)
Episode 12: CLAUDE.md — The Constitution Behind Your AI SystemIn Episode 12 of Beyond Prompting, we focus on the single highest-leverage asset in your entire AI workflow:the CLAUDE.md file.This is not...
13 Apr 38min
