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

By PulseAugur Editorial · [1 sources] ·

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 →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

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

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Developer created a custom tool for orchestrating multiple LLMs.
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product, infra
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63 days old
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  1. dev.to — LLM tag TIER_1 English(EN) · Johan Sulaiman ·

    Weekend #2: Scafolding the 3-Way LLM Orchestration

    <p>Last time, I closed with a line I half-meant as a joke: "a 3-way orchestration between ChatGPT, Claude, and my local LLM, to maintain my vibe coding momentum even when I hit token usage limits." One of you commented that you couldn't wait for your Claude Code session to refres…

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