Show HN: Run an Agent Council of LLMs that debate and synthesize answers https://ift.tt/4UQNcqL

Show HN: Run an Agent Council of LLMs that debate and synthesize answers I built a local-first UI that adds two reasoning architectures on top of small models like Qwen, Llama and Mistral: a sequential Thinking Pipeline (Plan → Execute → Critique) and a parallel Agent Council where multiple expert models debate in parallel and a Judge synthesizes the best answer. No API keys, zero .env setup — just pip install multimind. Benchmark on GSM8K shows measurable accuracy gains vs. single-model inference. https://ift.tt/ac4tW0J March 12, 2026 at 03:26AM