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

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 Running Claude replaces earlier guides following roughly 180 software releases in just six months. We explore four fundamental shifts reshaping the operational ecosystem:

    • Model Tiers & Effort: The lineup now spans five tiers—Mythos, Fable, Opus, Sonnet, and Haiku—with native 1M-token context windows and an "Effort" setting replacing traditional temperature sampling dials.
    • Cloud-First Cowork: Cowork sessions now execute in sandboxed cloud virtual machines, turning the desktop application into a local broker for disk, browser, and screen access.
    • Stateless MCP: The updated Model Context Protocol (2026-07-28) removed connection handshakes and persistent sessions so every request stands alone.
    • Auto Mode & Agent SDK: Default permission postures transitioned to classifier-driven "Auto Mode", while the Agent SDK allows developers to embed execution loops directly into custom applications.

Finally, we discuss why operating AI requires verifiable code repositories, live errata tracking, and a steadfast core philosophy: execution over explanation, context over scale, and workflow over conversation.(Note for listeners: This episode covers the Preface of Sho Shimoda's book RUNNING CLAUDE: The Operator’s Guide to Chat, Cowork and Claude Code, which is available on Amazon as the successor to Master Claude: Chat, Cowork and Code).

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Avsnitt(34)

19. Preventing Context Pollution with Subagents (Delegating Heavy Lifting)

19. Preventing Context Pollution with Subagents (Delegating Heavy Lifting)

In Episode 19 of Beyond Prompting, author Sho Shimoda explores how to manage complex, search-heavy engineering tasks without cluttering your main conversation window using Subagents. When an agent rea...

14 Okt 52min

18. Packaging and Distributing Workflows (Plugins and Marketplaces)

18. Packaging and Distributing Workflows (Plugins and Marketplaces)

In Episode 18 of Beyond Prompting, author Sho Shimoda explores how to bundle your team's custom skills, commands, subagents, hooks, and MCP server configurations into a single, installable unit using ...

12 Okt 29min

17. Connecting Systems with MCP (The Stateless Wire Protocol)

17. Connecting Systems with MCP (The Stateless Wire Protocol)

In Episode 17 of Beyond Prompting, author Sho Shimoda breaks down the Model Context Protocol (MCP)—the open standard that connects Claude Code to external systems like ticket trackers, wikis, and data...

11 Okt 47min

16. Packaging Standard Operating Procedures (Agent Skills)

16. Packaging Standard Operating Procedures (Agent Skills)

In Episode 16 of Beyond Prompting, author Sho Shimoda breaks down how to turn your team's recurring instructions and workflows into executable Agent Skills. Rather than re-explaining multi-step proced...

9 Okt 50min

15. Prompt Caching and Durable State (The Economics of Context and Memory)

15. Prompt Caching and Durable State (The Economics of Context and Memory)

In Episode 15 of Beyond Prompting, author Sho Shimoda breaks down prompt caching—the single largest cost lever in the Claude Code ecosystem—and demonstrates how to manage long-term project memory. We ...

5 Okt 48min

14. Memory, Compaction and Checkpoints (Managing Context in Long Sessions)

14. Memory, Compaction and Checkpoints (Managing Context in Long Sessions)

In Episode 14 of Beyond Prompting, author Sho Shimoda breaks down how to manage context budgets and session state when conversations run long. We examine the three core mechanisms that control what Cl...

4 Okt 45min

13. Curing AI Amnesia (CLAUDE.md and Rules)

13. Curing AI Amnesia (CLAUDE.md and Rules)

In Episode 13 of Beyond Prompting, author Sho Shimoda breaks down how to configure persistent repository instructions using CLAUDE.md and rule files. Rather than treating CLAUDE.md as a generic style ...

30 Sep 46min

12. Safe Refactoring of Legacy Code (Characterize, Change, Verify)

12. Safe Refactoring of Legacy Code (Characterize, Change, Verify)

In Episode 12 of Beyond Prompting, we tackle one of the most high-stakes tasks in software engineering: letting an AI agent refactor an existing codebase. Author Sho Shimoda breaks down why asking Cla...

29 Sep 44min

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