parallel-agent-orchestration

What problem does it solve?

Parallel Agent Orchestration eliminates slow, sequential execution for complex tasks by dispatching independent subagents concurrently and then combining their outputs into a single coherent result.

Core Features & Use Cases

• Task decomposition & sharding: Splits a complex request into truly independent subtasks (e.g., audit multiple campaigns or review many files).
• Concurrent execution with controls: Runs subagents in parallel while enforcing concurrency limits and shared resource/budget constraints to manage cost and rate limits.
• Aggregation with conflict resolution: Merges subagent findings and detects contradictory recommendations, resolving them via confidence-based or rule-based strategies.

Quick Start

Use parallel-agent-orchestration to decompose an account audit into independent campaign-, keyword-, and creative-analysis subtasks, run them concurrently, and return one aggregated set of recommendations while resolving any conflicts.