20. Teams, Sessions and Worktrees (Four Ways to Run AI Work in Parallel)
Master Claude Chat, Cowork, Code16 Loka

20. Teams, Sessions and Worktrees (Four Ways to Run AI Work in Parallel)

In Episode 20 of Beyond Prompting, author Sho Shimoda clarifies how to run multiple AI tasks concurrently without getting tangled in state or disk conflicts. While Chapter 19 focused on subagents, Chapter 20 introduces three other mechanisms for parallelism, organizing all four around what gets separated: context, attention, whole sessions, or files. In this episode, we cover:

    • The Four Parallelism Mechanisms: Distinguishing between Subagents (separates context window), Background Sessions (separates attention), Agent Teams (separates whole sessions), and Git Worktrees (separates working tree files).
    • Teammates vs. Subagents: Why teammates in an agent team operate as peer sessions that message each other and share a task list rather than reporting upward to a caller, and why coordination costs mean most tasks are better served by a well-specified single session.
    • Cross-Session Messaging: Using /list-agents and SendMessage to let active terminal sessions communicate across project boundaries, governed by the crossSessionInbound setting.
    • Worktrees for File Collisions: Creating isolated Git checkouts with claude --worktree <name> so parallel sessions don't overwrite each other's files on disk, and copying ignored local environment files using .worktreeinclude.
    • Managing Parallel Load: Using the agent view (claude agents) to monitor background execution, and understanding why parallel worktrees and agent teams carry separate prompt caches.

(Note for listeners: This episode covers Chapter 20 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)

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 Loka 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 Loka 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 Loka 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 Loka 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 Loka 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 Loka 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 Syys 46min