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Show HN: I query multiple LLMs in parallel because I don't trust any single one

https://www.usecouncil.app
1•jonnyhere•1h ago
I have a mass of AI subscriptions. ChatGPT, Claude, Perplexity, Gemini. My workflow became: ask Claude, then paste the same question into ChatGPT to sanity-check, then maybe ask Perplexity if I need sources. Five tabs, constant copy-pasting.

Council just runs your prompt against multiple models at once and shows responses side-by-side. That's it.

A few things I noticed while building this:

1. Models disagree with each other way more than I expected. Ask anything slightly subjective or recent, and you'll get meaningfully different answers. It's made me much more skeptical of treating any single response as "the answer."

2. Different models have different failure modes. Claude tends to be cautious and hedge. GPT is confident even when wrong. Perplexity gives sources but sometimes misreads them. Seeing them together makes these patterns obvious.

3. For code, I actually like getting 2-3 different approaches. Even if one is clearly better, seeing alternatives helps me understand the tradeoffs.

Tech: Next.js, OpenRouter for model access, streaming responses in parallel. The annoying part was handling the UI when models respond at different speeds – you don't want the layout jumping around.

No login required to try it. Feedback welcome, especially on what's broken or annoying.

https://usecouncil.app/

A Startup Service Organisation

1•muthuishere•12s ago•0 comments

Let me help you get to Inbox 0 with Gmail (2024)

https://kau.sh/blog/inbox-0-gmail/
1•speckx•19s ago•0 comments

Unified nested search – a cool UI/UX interaction

https://article.app/shishir/unified-nested-search-a-cool-ui-ux-interaction
1•sjakati98•28s ago•0 comments

WhosLive, the first hub for cross platform live stream discovery

https://whoslive.io/
1•nateWL•58s ago•1 comments

Nvidia PersonaPlex: Natural Conversational AI with Any Role and Voice

https://research.nvidia.com/labs/adlr/personaplex/
2•virgildotcodes•2m ago•0 comments

EU and India Clinch 'Mother of All Deals' in Rebuff to Trump

https://www.irishtimes.com/business/2026/01/27/eu-and-india-clinch-mother-of-all-trade-deals-in-r...
1•SilverElfin•2m ago•0 comments

The History Of Tandem Computers

https://hackaday.com/2026/01/26/the-history-of-tandem-computers/
1•oldnetguy•4m ago•0 comments

Show HN: Sprout, a fun-sized, developer-ready humanoid robot

https://faunarobotics.com
1•kelguerin•5m ago•0 comments

I accidentally ended up in Silicon Valley

https://iamgio.eu/2025-12-10-accidentally-in-silicon-valley/
1•nimbus3001•5m ago•0 comments

Zombie Netscape Won't Die

https://hackaday.com/2026/01/27/zombie-netscape-wont-die/
1•oldnetguy•5m ago•0 comments

Notes on Nabokov (Nabokov's Map of Ulysses)

https://drawingmatter.org/notes-on-nabokov/
1•anarbadalov•6m ago•1 comments

Show HN: MakeWay is a simple async client portal

https://getmakeway.com
1•gatinsama•6m ago•0 comments

Show HN: Free IndexNow URL Submission Tool - Bulk Submit URLs to Bing, Yandex

https://cleancommit.io/tools/indexnow/
1•mrkaluzny•7m ago•1 comments

Show HN: AI-generated image resizing tool (browser-based, 100% private)

https://github.com/lingxiao10/image_resize
1•codesleep•8m ago•0 comments

Game and Watch Emulator for the Commodore 64

https://github.com/Sabbi/GNW64
1•adunk•8m ago•0 comments

I Stopped Reading Code. My Code Reviews Got Better

https://every.to/source-code/i-stopped-reading-code-my-code-reviews-got-better
1•mpaepper•10m ago•0 comments

Dietary Guidelines For Americans (2025-2030) [pdf]

https://cdn.realfood.gov/DGA.pdf
1•andrewstetsenko•11m ago•0 comments

Show HN: Gilfoyle. An SRE Agent that finds truth while you're still guessing

https://gilfoyle.sh
9•tsenart•11m ago•2 comments

California wants to mix hydrogen with natural gas. Critics say that poses risks

https://apnews.com/article/california-plan-blend-hydrogen-natural-gas-climate-db475408abac275ca04...
1•PaulHoule•12m ago•1 comments

Show HN: ChatGPT like group chats for Claude, Gemini and Grok

https://cochat.ai/
1•mfolaron•13m ago•0 comments

OpenAI's Big Play for Science

https://www.technologyreview.com/2026/01/26/1131728/inside-openais-big-play-for-science/
1•Brajeshwar•13m ago•0 comments

Humans Could Have as Many as 33 Senses

https://singularityhub.com/2026/01/25/humans-could-have-as-many-as-33-senses/
1•Brajeshwar•13m ago•0 comments

Ask HN: What do you think of this "Aliens of the Gaps" movie idea?

3•amichail•17m ago•1 comments

Show HN: Claude Threads – Collaborate on Claude Code via Slack (Or Mattermost)

https://claude-threads.run
1•aschuth•17m ago•0 comments

Clawdbot Remembers: A Deep Dive into AI Agent Memory Architecture

https://avasdream.com/blog/clawdbot-memory-system-deep-dive
1•avasdream•18m ago•0 comments

Récoltes et semailles by Alexandre Grothendieck [pdf]

https://web.ma.utexas.edu/users/slaoui/notes/recoltes_et_semailles.pdf
1•jdcampolargo•18m ago•0 comments

Show HN: Goldenthread – Compile Go to TypeScript Zod for type-safe validation

https://github.com/blackwell-systems/goldenthread
1•daynablackwell•18m ago•0 comments

Moderna Won't Run Phase III Vaccine Trials as Skepticism Grows in US

https://www.biospace.com/business/moderna-wont-run-phase-iii-vaccine-trials-as-skepticism-grows-i...
3•zzzeek•21m ago•1 comments

Show HN: Lumina – Open-source observability for AI systems(OpenTelemetry-native)

https://github.com/use-lumina/Lumina
1•Evanson•22m ago•0 comments

Google Acquires Common Sense Machines (CSM)

https://www.aicerts.ai/news/google-ai-acquisition-boosts-spatial-3d-strategy/
1•myth_drannon•22m ago•0 comments