expert-analysis-guide

To gather multi-perspective expert analysis, you can orchestrate parallel expert agents covering security, API design, and systems architecture to surface cross-domain concerns early. The process spawns 3-5 analyst agents in parallel and synthesizes their JSON responses into a structured brief for design decisions.

Parallel expert analysis for systems architecture is a fan-out pattern that spawns multiple domain-specific agents to evaluate complex features simultaneously. You need this process when starting architecture changes requiring cross-domain evaluation across security, performance, and data modeling before design begins.

To synthesize multiple expert analyses into a design doc brief, collect JSON responses from parallel expert agents and merge them using a fan-in synthesis pattern. This consolidated brief highlights trade-offs, cross-cutting concerns, and interaction points to inform technical designers.

Yes, you can run parallel security and API design analysis without manual coordination by orchestrating expert-analyst agents simultaneously. The system automatically spawns 3-5 agents covering domains like security, API design, and performance, then merges their results into a unified synthesis.

The best way to evaluate cross-cutting concerns before coding is running parallel expert analyses across security, performance, and testability domains. This approach surfaces compatibility considerations and trade-offs early, producing a structured synthesis that guides downstream design doc creation.

You should not use parallel expert analysis for simple features that lack cross-domain requirements or architecture changes. This approach is designed for complex features requiring structured synthesis across multiple domains like security, systems architecture, and data modeling before handing off to technical designers.