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Engineering Blueprint

Claude Opus + Managing multiple AI coding agents... Playbook

Vince CarolloSoftware Engineer IIIG2April 2026

Multi-agent orchestration system for coordinating specialized AI coding assistants across parallel projects with persistent context and hierarchical task routing.

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What does this do

Managing multiple AI coding agents across parallel projects, coordinating specialized AI reasoning for complex development tasks, and maintaining context across long-running coding sessions.

How It Works

Three-layer system: (1) Agent of Empires (AoE) - Rust TUI that manages multiple tmux-based OpenCode sessions, allowing parallel agents across different projects with persistent state. (2) OpenCode - terminal AI coding agent routed through LiteLLM proxy to Claude models (Opus for reasoning, Sonnet for execution, Haiku for quick tasks), connected to MCP servers (Atlassian, Amplitude, Metabase) for live data access. (3) Oh My OpenAgent (OMO) - plugin providing 11 specialized agents with hierarchical routing: Sisyphus (primary orchestrator) classifies intent and delegates to specialists (Oracle for hard problems, Explore for search, Librarian for research, Sisyphus Junior for execution, Metis/Prometheus/Momus for planning). Tasks are routed to category-specific models and load domain skills (jira-board (custom), metabase (custom), git-master, frontend-ui-ux, etc). Custom slash commands (/review-pr, /address-pr, /agentnews, /refactor) launch parallel agent swarms for specific workflows.

About This Blueprint

Industry
Computer Software