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Multi-Agent Orchestration

How agents work together to build complete features.

Orchestration Model​

┌──────────────────┐
│  Feature Request │
└────────┬─────────┘
         │
┌────────▼─────────────┐
│ Agent Orchestrator   │
│ - Routes tasks      │
│ - Manages memory    │
│ - Sequences work    │
└────────┬─────────────┘
         │
    ┌────┴─────┬──────────┬──────────┐
    │           │          │          │
  Agent 1    Agent 2   Agent 3   Agent 4
    │           │          │          │
    └────┬─────┬──────────┬──────────┘
         │
    ┌────▼──────────┐
    │ Shared Memory │
    │ Results Store │
    └───────────────┘

Agent Communication​

Memory-Based Communication​

Agents don't talk directly—they communicate through shared memory:

Agent A
 ├─ Generates design
 └─ Stores in memory["design"]
         ↓
    Memory System
         │
 Agent B
 ├─ Reads memory["design"]
 └─ Uses as input for own work

Task Dependencies​

The orchestrator respects dependencies:

Task 1 (Independent)
  ↓
Tasks 2, 3, 4 (Parallel - all depend on 1)
  ↓
Task 5 (Depends on all)

Execution Patterns​

Pattern 1: Sequential​

For dependent tasks:

  1. Schema Design (Agent 1)
  2. Service Layer (Agent 2) - reads schema
  3. Components (Agent 3) - reads service
  4. Tests (Agent 4) - reads all

Pattern 2: Parallel​

For independent tasks:

  1. UX Design (parallel)
  2. API Design (parallel)
  3. Database Design (parallel)
  4. Converge and integrate

Pattern 3: Hierarchical​

For complex features:

         Planner
        ↙   ↓   ↘
    Level 1 subtasks
    ↙   ↓   ↘
  Level 2 subtasks

See Also: