WEEK 11 · LESSON 7 · TOPIC 4 OF 6 · Practical Application

Practical Application

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  1. Overview

Overview

Use this handoff pattern:

  1. Plan interactively. Resolve the mission, constraints, architecture, and acceptance criteria with

the human present.

  1. Select an AFK-suitable task. The task should be bounded, testable, and unlikely to require major

new product decisions.

  1. Prepare the sandbox. Provide the repository, required tools, and the task environment inside the

sandbox.

  1. Define the output. Ask for a branch, commit, pull request, report, or another artifact that can

be inspected later.

  1. Run checks automatically. Include the tests, type checks, or review procedure that should execute

before the task is returned.

  1. Capture an activity record. Preserve the agent's actions and results so the human can understand

how the output was produced.

  1. Review and integrate. Pull the changes back, assess them against the original objective, and

merge only when the result is acceptable.

  1. Parallelize separate tasks. Start multiple agents when each task is clearly scoped.

A common division is to use a local interactive agent for planning and selected implementation, then send well-scoped tasks to sandboxed agents triggered through repository actions.