Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Scanned 9/4/2026
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---
version: 4.1.0-fractal
name: dispatching-parallel-agents
description: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
---
# Dispatching Parallel Agents
## Overview
When you have multiple unrelated failures (different test files, different subsystems, different bugs), investigating them sequentially wastes time. Each investigation is independent and can happen in parallel.
**Core principle:** Dispatch one agent per independent problem domain. Let them work concurrently.
## When to Use
```dot
digraph when_to_use {
"Multiple failures?" [shape=diamond];
"Are they independent?" [shape=diamond];
"Single agent investigates all" [shape=box];
"One agent per problem domain" [shape=box];
"Can they work in parallel?" [shape=diamond];
"Sequential agents" [shape=box];
"Parallel dispatch" [shape=box];
"Multiple failures?" -> "Are they independent?" [label="yes"];
"Are they independent?" -> "Single agent investigates all" [label="no - related"];
"Are they independent?" -> "Can they work in parallel?" [label="yes"];
"Can they work in parallel?" -> "Parallel dispatch" [label="yes"];
"Can they work in parallel?" -> "Sequential agents" [label="no - shared state"];
}
```
**Use when:**
- 3+ test files failing with different root causes
- Multiple subsystems broken independently
- Each problem can be understood without context from others
- No shared state between investigations
**Don't use when:**
- Failures are related (fix one might fix others)
- Need to understand full system state
- Agents would interfere with each other
## The Pattern
## 🧠 Knowledge Modules (Fractal Skills)
### 1. [1. Identify Independent Domains](./sub-skills/1-identify-independent-domains.md)
### 2. [2. Create Focused Agent Tasks](./sub-skills/2-create-focused-agent-tasks.md)
### 3. [3. Dispatch in Parallel](./sub-skills/3-dispatch-in-parallel.md)
### 4. [4. Review and Integrate](./sub-skills/4-review-and-integrate.md)
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