Developer builds agent-orchestra to run ChatGPT, Claude, and local LLMs in parallel

A developer has created a system called agent-orchestra to manage multiple large language models (LLMs) concurrently for coding tasks. This tool allows parallel execution of tasks across models like ChatGPT, Claude, and a local Qwen 2.5 Coder 32B, utilizing Git worktrees to prevent conflicts. The system aims to maintain coding momentum by providing a fallback when token limits are reached or when specific models perform better on certain tasks. The developer found that while local models are improving, a robust orchestration harness is crucial for agentic workflows. AI

IMPACT Enables more robust and efficient use of multiple LLMs for complex coding tasks.

RANK_REASON Developer created a custom tool for orchestrating multiple LLMs.

Read on dev.to — LLM tag →

• agent-orchestra
• Apple M1 Max
• ChatGPT
• Claude
• Claude Code
• Claude Sonnet 4.5
• Codex CLI
• GPT-4o
• Ollama
• OpenAI
• openCode
• Qwen 2.5 Coder 32B
• qwen3-coder-next

• product
• infra

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