Agentic Workflow Pattern Standard multi-agent pipeline for implementation tasks. Architecture Principles - Use for all agents to keep main context minimal - Use tool (never ) to avoid receiving full agent transcripts - Agents write outputs to for injection into subsequent agents - Main conversation is pure orchestration — no heavy lifting, only coordination Workflow Stages 1. Research Agent - Enforce NIA as the research layer - Output: Research findings 2. Planning Agent - Receives: Research agent output as context - Output: Implementation plan 3. Validation Agent - Reviews plan against resea…