Aayushi Shroff

I forked Andrej Karpathy's LLM Council and added a Modern UI & Settings Page, multi-AI API support, web search provi

Hey everyone!
I recently spent a couple of weekends improving Karpathy's excellent LLM Council Open Source Project.
The [original project](https://github.com/karpathy/llm-council) was brilliant but lacked usability and flexibility imho.
**What I added:**
* Web search integration (DuckDuckGo, Tavily, Brave, Jina AI)
* Clean Modern UI with a settings page to support:
* Support for multiple API providers (OpenRouter, Anthropic, OpenAI, Google, etc.)
* Customizable system prompts and temperature controls (the custom prompts open up tons of use cases beyond a "council")
* Export & Import of councils, prompts, and settings (for backup and even sharing)
* Control the council size (from 1 to 8 - original only supported 3)
* Full Ollama support for local models
* "I'm Feeling Lucky" random model selector
* Filter only Free models on OpenRouter (although Rate Limits can be an issue)
* Control the Process, from a simple asking multiple models a question in parallel (Chat Only), Chat & peer rating where models rate the responses of other models, and Full end-to-end deliberation where the Chairman model makes the final decision on the best answer
You can compare up to 8 models simul

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Astrid Kristensen
Astrid Kristensen
@blackcat890684 · Jan 12, 2026 10:53 am

If you zoom out, this feels rushed rather than thought through and that’s where the disagreement starts That’s the key detail here. Let’s see what happens next.

مهدیس حیدری
مهدیس حیدری
@yellowpanda607213 · Jan 12, 2026 10:53 am

Putting bias aside, the framing does a lot of heavy lifting here and that’s where people will push back Let’s see what happens next.

Mila Chen
Mila Chen
@angrypanda212300 · Jan 12, 2026 10:53 am

Just reading this, the logic is there, but the execution is uneven Could be wrong, but that’s how it comes across.

Patricia Saldivar
Patricia Saldivar
@organiclion273232 · Jan 12, 2026 10:53 am

From where I sit, there’s a lot said here but not much clarified and that’s why this won’t land the same for everyone Interested to see the follow-up. Others will probably see it differently.

Divyesh Bhardwaj
Divyesh Bhardwaj
@purplelion658386 · Jan 12, 2026 10:52 am

From my side, the direction makes sense but the details are messy and that’s where it gets complicated Could be wrong, but that’s how it comes across.

Hugh Perkins
Hugh Perkins
@yellowfish756640 · Jan 12, 2026 10:51 am

Honestly, the logic is there, but the execution is uneven and that’s where people will push back That part stands out. Time will tell.

Samuel Novak
Samuel Novak
@bigkoala948491 · Jan 12, 2026 10:51 am

From where I sit, this depends heavily on what happens next At least from my perspective.

Romy Nguyen
Romy Nguyen
@heavyrabbit517352 · Jan 12, 2026 10:51 am

this feels more about execution than intent This probably isn’t the last word on it.

Lenni Hiltunen
Lenni Hiltunen
@angrylion746635 · Jan 12, 2026 10:51 am

Looking at this, this feels rushed rather than thought through which is why the comments look the way they do That’s what changes the context. This could age very differently in a week.

Melissa Thomas
Melissa Thomas
@bigpeacock241966 · Jan 12, 2026 10:51 am

Looking at this, the signal is clear, the strategy less so which explains why reactions are split That’s what makes this interesting. Feels like there’s more coming here. Could be wrong, but that’s how it comes across.

Laly Renard
Laly Renard
@redmeercat262595 · Jan 12, 2026 10:51 am

From my side, the wording alone shifts how people read this That part stands out. Let’s see what happens next. That’s the impression it gives me.

Charlotte Dupont
Charlotte Dupont
@beautifulfrog993576 · Jan 12, 2026 10:51 am

Stepping back, the intention might be solid, the rollout less so and that’s where the disagreement starts That’s what makes this interesting.

Julia Bates
Julia Bates
@angrygoose820604 · Jan 12, 2026 10:51 am

On the surface, this feels more about execution than intent and that’s where the disagreement starts Could be wrong, but that’s how it comes across.

Tyler Little
Tyler Little
@angrypeacock960430 · Jan 12, 2026 10:50 am

From the outside, this feels like a half-step, not a full move and that’s where it gets complicated

Emma Seppanen
Emma Seppanen
@beautifulduck433577 · Jan 12, 2026 10:50 am

this solves one problem while creating another Feels like an opening move, not an ending.

Alice Gaillard
Alice Gaillard
@heavyleopard450438 · Jan 12, 2026 10:50 am

Without overthinking it, the direction makes sense but the details are messy which turns this into more of a debate

Alisa Hakala
Alisa Hakala
@goldenswan641431 · Jan 12, 2026 10:50 am

If you zoom out, the main issue seems to be how this is handled That part stands out.

Angélica Palomo
Angélica Palomo
@sadtiger477453 · Jan 12, 2026 10:50 am

If you zoom out, this feels like a half-step, not a full move and that tension shows up immediately That’s the key detail here. Interested to see the follow-up. Others will probably see it differently.

پوریا پارسا
پوریا پارسا
@ticklishtiger200131 · Jan 12, 2026 10:50 am

Honestly, this feels rushed rather than thought through which makes the reaction pretty predictable That’s the key detail here. Feels like an opening move, not an ending. At least from my perspective.

Harper Wright
Harper Wright
@orangeduck866671 · Jan 12, 2026 10:49 am

this feels rushed rather than thought through which explains why reactions are split Others will probably see it differently.

Frauke Wiegand
Frauke Wiegand
@purpleleopard461384 · Jan 12, 2026 10:49 am

From my side, the idea isn’t bad, but the delivery is doing damage That’s what changes the context. Curious how this plays out. That’s just my read on it.

Claudia Cooper
Claudia Cooper
@orangekoala556433 · Jan 12, 2026 10:49 am

From the outside, the framing does a lot of heavy lifting here which turns this into more of a debate At least from my perspective.

Angie Walters
Angie Walters
@silvercat517860 · Jan 12, 2026 10:49 am

If we’re being honest, the signal is clear, the strategy less so This could age very differently in a week.

Charles Lacroix
Charles Lacroix
@purplepanda680678 · Jan 12, 2026 10:49 am

there’s a lot said here but not much clarified That’s what changes the context. At least from my perspective.

سینا كامياران
سینا كامياران
@blackswan511240 · Jan 12, 2026 10:49 am

Without overthinking it, the signal is clear, the strategy less so and that’s what people are responding to Not convinced this is settled yet. Others will probably see it differently.

Andrea Grujić
Andrea Grujić
@bigleopard172250 · Jan 12, 2026 10:49 am

Without overthinking it, this feels like a half-step, not a full move Could be wrong, but that’s how it comes across.

Ulyana Ratushnyak
Ulyana Ratushnyak
@orangedog701350 · Jan 12, 2026 10:49 am

the timing matters more than people admit That part stands out.

Manuel Ramos
Manuel Ramos
@silverpanda342348 · Jan 12, 2026 10:48 am

Bluntly speaking, this feels more about execution than intent and that friction is hard to ignore That’s what makes this interesting. That’s just my read on it.

Cléo Charles
Cléo Charles
@organicfrog306326 · Jan 12, 2026 10:48 am

If you zoom out, this solves one problem while creating another and that’s why opinions are all over the place Time will tell.

Brent Hunt
Brent Hunt
@brownlion292793 · Jan 12, 2026 10:48 am

this comes across more reactive than planned and that’s where people will push back Feels like an opening move, not an ending.

Elsa Latt
Elsa Latt
@lazyrabbit705333 · Jan 12, 2026 10:48 am

the direction makes sense but the details are messy so the response doesn’t surprise me Time will tell. At least from my perspective.

Jørgen Søgård
Jørgen Søgård
@yellowswan736183 · Jan 12, 2026 10:48 am

At this point, this comes across more reactive than planned and that friction is hard to ignore That’s just how it reads to me. That’s just my read on it.

Wayne Terry
Wayne Terry
@happyduck675728 · Jan 12, 2026 10:48 am

this feels rushed rather than thought through which makes the reaction pretty predictable Feels like an opening move, not an ending.

Adhira Kini
Adhira Kini
@tinydog149810 · Jan 12, 2026 10:48 am

the timing matters more than people admit which is why the comments look the way they do That’s what makes this interesting. That’s the impression it gives me.

Theo Gagnon
Theo Gagnon
@angrydog541320 · Jan 12, 2026 10:48 am

Without overthinking it, this feels rushed rather than thought through and that’s why this won’t land the same for everyone That part stands out. Feels like an opening move, not an ending. At least from my perspective.

Baldomero da Costa
Baldomero da Costa
@tinybird940946 · Jan 12, 2026 10:48 am

this reads stronger on paper than in practice This could age very differently in a week. Others will probably see it differently.

Parimala Mathew
Parimala Mathew
@yellowduck564862 · Jan 12, 2026 10:48 am

Without overthinking it, there’s a lot said here but not much clarified and that’s why opinions are all over the place Hard to say where this lands long term.

Amalie Christensen
Amalie Christensen
@greensnake524541 · Jan 12, 2026 10:47 am

Bluntly speaking, there’s a lot said here but not much clarified That’s what makes this interesting. That’s just my read on it.

Marinko Cvetković
Marinko Cvetković
@tinyfish288655 · Jan 12, 2026 10:47 am

From my side, the idea isn’t bad, but the delivery is doing damage and that’s where people will push back That’s what makes this interesting.

Ilona Pelto
Ilona Pelto
@brownpeacock699709 · Jan 12, 2026 10:47 am

Just reading this, this depends heavily on what happens next which makes the reaction pretty predictable Feels like there’s more coming here. That’s the impression it gives me.

Nicolas Renard
Nicolas Renard
@bigfrog250224 · Jan 12, 2026 10:47 am

the logic is there, but the execution is uneven This could age very differently in a week. Could be wrong, but that’s how it comes across.

علی رضا سهيلي راد
علی رضا سهيلي راد
@redcat614617 · Jan 12, 2026 10:47 am

Real talk, the main issue seems to be how this is handled which is why this is getting picked apart

Daniel Tafoya
Daniel Tafoya
@blackmouse644445 · Jan 12, 2026 10:46 am

the logic is there, but the execution is uneven which makes the reaction pretty predictable

William Bélanger
William Bélanger
@yellowbird907363 · Jan 12, 2026 10:46 am

Honestly, the main issue seems to be how this is handled and that friction is hard to ignore That’s the key detail here. This could age very differently in a week. Others will probably see it differently.

Harper Gibson
Harper Gibson
@yellowpeacock628577 · Jan 12, 2026 10:46 am

Putting bias aside, this depends heavily on what happens next and that’s the part people are stuck on Could be wrong, but that’s how it comes across.

Estefanía Contreras
Estefanía Contreras
@greentiger739805 · Jan 12, 2026 10:46 am

On the surface, the logic is there, but the execution is uneven That’s what makes this interesting.

Danica Radović
Danica Radović
@brownfish118907 · Jan 12, 2026 10:46 am

the logic is there, but the execution is uneven and that tension shows up immediately At least from my perspective.

Malik Pelletier
Malik Pelletier
@orangetiger711706 · Jan 12, 2026 10:46 am

If you zoom out, the way this is presented changes how it lands and that’s why opinions are all over the place That part stands out. Curious how this plays out. Others will probably see it differently.

Ryan Davies
Ryan Davies
@sadlion958773 · Jan 12, 2026 10:46 am

Just reading this, the signal is clear, the strategy less so That part stands out. That’s just how it reads to me.

Merian Arnoldus
Merian Arnoldus
@greenostrich667504 · Jan 12, 2026 10:46 am

Not gonna lie, this solves one problem while creating another That’s what makes this interesting. Curious how this plays out.

Dejalme Martins
Dejalme Martins
@purplezebra342597 · Jan 12, 2026 10:45 am

From a neutral view, this feels like a half-step, not a full move which turns this into more of a debate That’s the key detail here.

Idhant Rajesh
Idhant Rajesh
@smalllion958632 · Jan 12, 2026 10:45 am

To be fair, the intention might be solid, the rollout less so That’s what makes this interesting. We’ll see how people react over time.

Peyton Clarke
Peyton Clarke
@heavyleopard307859 · Jan 12, 2026 10:45 am

From my side, the way this is presented changes how it lands That’s just my read on it.

Felizitas Gerken
Felizitas Gerken
@organicmouse952330 · Jan 12, 2026 10:45 am

Stepping back, the framing does a lot of heavy lifting here which is why this is getting picked apart Interested to see the follow-up. That’s just my read on it.

Tina Ćirković
Tina Ćirković
@organicwolf853303 · Jan 12, 2026 10:45 am

Just reading this, this feels like a half-step, not a full move That’s just how it reads to me.

Brooklyn Henry
Brooklyn Henry
@tinysnake937751 · Jan 12, 2026 10:45 am

Without overthinking it, there’s a gap between the message and the outcome That’s what makes this interesting. This could age very differently in a week.

Matthieu Vincent
Matthieu Vincent
@tinybutterfly967179 · Jan 12, 2026 10:44 am

At this point, there’s a lot said here but not much clarified Let’s see what happens next.

Josefine Poulsen
Josefine Poulsen
@brownsnake955920 · Jan 12, 2026 10:44 am

Just reading this, this feels rushed rather than thought through Could be wrong, but that’s how it comes across.