6. Cowork Today: Cloud-First, Four Surfaces (Safely Letting AI Run Work)

In Episode 6 of Beyond Prompting, we explore the major architectural evolution of Claude Cowork. Moving beyond simple text generation, Cowork handles operational file and document workflows—and now operates on a cloud-first architecture. Author Sho Shimoda breaks down how this transition changes where your work runs and how your local machine stays secure. In this episode, we cover:

Cloud-First Execution: Why agent loops and code execution now run in ephemeral cloud sandboxes on Anthropic's servers rather than inside a local desktop virtual machine.

One Session, Four Surfaces: How Cowork sessions sync seamlessly across desktop apps (macOS, Windows, ChromeOS, Linux), web browsers, mobile devices, and the Chrome side panel.

The Desktop App as a Broker: Understanding the desktop app's updated role—acting as a secure local broker that lets a cloud session access specific local folders, browsers, or screens only when authorized.

What Still Needs Your Machine: Identifying constraints around local disk files, live screen/computer use, and local network services, and why cloud-only tasks keep running even when your laptop lid is closed.

Session Ephemerality & Observability: Managing ephemeral sandbox state, persisting durable outputs back to disk or connectors, and using enterprise OpenTelemetry tracking for full operational auditability.

(Note for listeners: This episode covers Chapter 6 of Sho Shimoda's book RUNNING CLAUDE: The Operator’s Guide to Chat, Cowork and Claude Code, available on Amazon as the successor book to Master Claude: Chat, Cowork and Code)

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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)

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)

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)

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)

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)

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)

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)

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