Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

AI Council

multi-model deliberation that runs in the browser

Details

External ID
47095909
Source
HN
Company
—
Product
AI Council
Website domain
github.com
Launched
Feb. 21, 2026
Cohort
—
Upvotes
5
Upvotes percentile
0.10512129380053908
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

There's LLM Council and similar tools, but they use predefined model lineups. This one is different in a few ways that mattered to me:*Bring your own models.* Mix Ollama (local), OpenAI, Anthropic, Groq, Google — or any OpenAI-compatible endpoint — in whatever combination you want. A council of DeepSeek-R1 + llama2-uncensored + mistral-nemo is a very different deliberation than GPT-4o + Claude + Gemini.*Zero server, zero account, zero storage.* The app is purely static. API calls go directly from your browser to providers. Nothing touches a backend. No tokens, no sessions, no analytics. Your API keys never leave your machine.*Runs on your own hardware.* If you have Ollama, you can run an entire council locally for free. I use a 5-member all-Ollama setup on an RTX 2070 (8GB VRAM) — sequential requests, slow, but completely private.The deliberation process is 3 stages: 1. All members answer independently 2. Each member critiques anonymized responses from the others 3. A designated Chairman synthesizes a final verdictA few things I found genuinely interesting: - Reasoning models (DeepSeek-R1, QwQ) emit <think> blocks mid-stream. Stripping these while showing a " Thinking…" indicator keeps the UX clean without losing answer quality. - The Contrarian persona on an uncensored model produces meaningfully different critiques than a safety-tuned model playing the same role. - Peer review across models catches blind spots that a single model arguing with itself won't surface.GitHub: https://github.com/prijak/Ai-council.git

Enrichment

Theme
AI agent frameworks and developer tools
Vertical
Horizontal
Function
Agent / copilot
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
multi-model deliberation in the browser
Manually corrected
False

Could you build this?

Yes A browser-based client that orchestrates parallel prompt calls to multiple BYO-key LLM APIs and displays the deliberation results in a clean frontend is completely vibe-codeable.

Discussion

1 comment analyzed.

Competitors mentioned: LLM orchestration platform with multi-model comparison

Competitors

Other products that read as similar to this one — 110 launches clear the similarity bar, closest 8 shown.

Attention rank: #107 of 111 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 103 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a agent / copilot tool for Agriculture yet.