Run an Agent Council of LLMs that debate and synthesize answers
Details
- External ID
- 47350240
- Source
- HN
- Company
- —
- Product
- AI Council
- Website domain
- github.com
- Launched
- March 12, 2026
- Cohort
- —
- Upvotes
- 8
- Upvotes percentile
- 0.491389913899139
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Description
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.
Enrichment
- Theme
- developer tools for AI agents
- Vertical
- Horizontal
- Function
- Agent / copilot
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- agent council of llms that debate and synthesize answers
- Manually corrected
- False
Could you build this?
Yes This is a local UI (e.g., using Ollama or llama.cpp bindings) that orchestrates sequential and parallel prompt flows with a synthesis step.
Discussion
2 comments analyzed.
Concerns raised: Unclear how council approach scales to open-ended tasks like summarization, No formal disagreement rate tracking between judge and candidate 1
Feature requests: Formal disagreement rate metrics between judge and candidate 1, Evaluation on less structured tasks beyond GSM8K
Competitors
Other products that read as similar to this one — 172 launches clear the similarity bar, closest 8 shown.
Attention rank: #80 of 173 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 132 days after the earliest competitor.
- Composable middleware for LLM inference Optimization Passes · hn · 2026-03-04 · 7 upvotes · similarity 0.46
- genpark-multi-agent-debate-consensus-engine-skill · github · 2026-09-29 · 7 upvotes · similarity 0.43
- GLM Mini · ph · 2026-09-14 · 1 upvotes · similarity 0.42
- Build agents via YAML with Prolog validation and 110 built-in tools · hn · 2026-01-23 · 11 upvotes · similarity 0.42
- Chatardo · ph · 2026-09-14 · 1 upvotes · similarity 0.42
- genpark-agent-self-consistency-consensus-scorer-skill · github · 2026-09-28 · 7 upvotes · similarity 0.41
- ALOP-AI · ph · 2026-09-12 · 1 upvotes · similarity 0.41
- LLM Onestop · hn · 2025-11-10 · 8 upvotes · similarity 0.41
Other launches for this product
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.