2026

Dual-Agent Architecture AI

Production-ready dual-agent system where a Planner agent decomposes user goals into structured subtasks and a Worker agent executes them with isolated context. Implements structured handoff protocols, error recovery, and observable step-by-step output so failures surface at the right layer. Deployed as an interactive Next.js demo; the patterns map directly to production LLM workflows.

TypeScript
Next.js
OpenAI
AI

Overview

Production-ready dual-agent system where a Planner agent decomposes user goals into structured subtasks and a Worker agent executes them with isolated context. Implements structured handoff protocols, error recovery, and observable step-by-step output so failures surface at the right layer. Deployed as an interactive Next.js demo; the patterns map directly to production LLM workflows.

Scope

End-to-end product work: shipping user-facing surfaces, integrating services, and keeping releases maintainable—with attention to performance, clarity, and ops-friendly boundaries.

Technologies

Primary tools and stack: TypeScript, Next.js, OpenAI, AI.
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