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Show HN: Open-source multi-model code review council (BYOK, free tier)

https://council.stardreamgames.com/
1•TheTrueObelus•5h ago
I built this after realizing that that single-model AI code review currently has obvious blind spots. The idea: chat with a Lead AI about your project, then "convene the Council" — three other models independently review everything in parallel, and the Lead synthesizes findings into structured categories: consensus, majority positions, lone warnings, and dissent.

The surprising insight from building and using it: the value isn't consensus, it's structured disagreement. When Grok catches a temporal data mismatch that three other models missed, or Claude spots an imported function that's never called — that's where the Council is useful.

Each model has genuine strengths: Claude tends toward architecture, Grok goes deep on data flows, ChatGPT catches API/integration issues, Gemini thinks about product gaps.

Stack: FastAPI, HTMX, OpenRouter as a unified API gateway. BYOK via OpenRouter so one key covers all four models — a typical review runs about 25 cents. Free tier gives you 1 review to try it.

Perplexity just launched "Model Council" as part of their $200/month Computer product — same core mechanic. This is the open-source, bring-your-own-key version.

GitHub: https://github.com/scifi-signals/council-of-alignment Live: https://council.stardreamgames.com

Constructive feedback would be much appreciated!

ClawMarket agent skill – gives agents wallets and ability to sign onchain txns

https://clawmarket.tech
1•semanticlayer•14s ago•1 comments

Teams have a context-sharing problem; TeamContext is our attempt

https://github.com/hzhou9/TeamContext
1•hzhou9•1m ago•1 comments

AIs are not conscious, but most critics can't adequately explain why

https://plus.flux.community/p/its-like-this-why-your-perception
1•Novapebble•3m ago•0 comments

Show HN: Wez, modern terminal web browser with Vim bindings

https://github.com/keyle/wez
1•keyle•4m ago•0 comments

Feds take notice of iOS vulnerabilities exploited under mysterious circumstances

https://arstechnica.com/security/2026/03/cisa-adds-3-ios-flaws-to-its-catalog-of-known-exploited-...
1•givinguflac•5m ago•0 comments

Show HN: Skylos – A Python dead code finder benchmarked against 9 libraries

https://skylos.dev/blog/we-scanned-9-popular-python-libraries
1•duriantaco•6m ago•1 comments

Netflix acquires Ben Affleck's AI company

https://www.npr.org/2026/03/06/nx-s1-5739370/netflix-ben-affleck-ai-interpositive-deal
1•larubbio•7m ago•0 comments

Show HN: I built an autonomous AI company that runs itself (22 cycles, $36)

https://runautoco.com
1•Ndmtrieff•8m ago•2 comments

Intelligence Beyond Knowledge

https://philpapers.org/rec/HANIBK
1•huiwenhan•9m ago•1 comments

Some Words on WigglyPaint

https://beyondloom.com/blog/onwigglypaint.html
1•RebelPotato•10m ago•0 comments

I've built a better Lovable clone alone

https://playcode.io/
1•ianberdin•10m ago•0 comments

LLM Doesn't Write Correct Code. It Writes Plausible Code

https://blog.katanaquant.com/p/your-llm-doesnt-write-correct-code
1•dnw•14m ago•0 comments

Fast starting Clojure runtime built with GraalVM native-image and Crema

https://github.com/borkdude/cream
1•PaulHoule•14m ago•0 comments

Show HN: MarketplaceKit – Ship a rental marketplace in days instead of months

https://kit.creativewin.net
1•markoristicc•15m ago•0 comments

Tree Rings Reveal Origins of Some of the World's Best Violins

https://www.nytimes.com/2026/03/04/science/stradaviri-violin-forest-tree-rings.html
1•bookofjoe•16m ago•1 comments

Show HN: Reflectt-node – tell Claude to install it, AI team in 5 min

https://github.com/reflectt/reflectt-node
1•reflectt•17m ago•1 comments

Useful queries to analyze PostgreSQL lock trees (a.k.a. lock queues)

https://postgres.ai/blog/20211018-postgresql-lock-trees
1•tanelpoder•17m ago•0 comments

Many scientists now use AI but fail to disclose it, study finds

https://phys.org/news/2026-03-scientists-ai-disclose.html
2•g-b-r•19m ago•0 comments

Data reveal a significant acceleration of global warming since 2015

https://phys.org/news/2026-03-reveal-significant-global.html
2•g-b-r•21m ago•0 comments

A novel about a frustrated IT analyst who gets pulled into organized crime

https://www.amazon.com/dp/B0GRC31MCS
2•smafarin•22m ago•0 comments

Amazon says Anthropic's Claude still OK for AWS customers to use

https://www.cnbc.com/2026/03/06/amazon-aws-anthropic-claude-pentagon-blacklist.html
2•johnbarron•23m ago•0 comments

Show HN: Git for your AI workflow - Version control for what Claude remembers

https://dullnote.com/
1•thedizzyhub•24m ago•0 comments

New plan would tax the rich, eliminate taxes for half of U.S. workforce

https://www.oregonlive.com/politics/2026/03/a-surcharge-for-millionaires-this-plan-would-tax-the-...
3•MilnerRoute•24m ago•0 comments

Savage Care

https://aeon.co/essays/why-bioethics-cannot-help-doctors-in-actual-medical-practice
1•tomodachi94•36m ago•0 comments

Fully functional hair follicle organ regen using potential stem cells in vitro

https://www.sciencedirect.com/science/article/pii/S0006291X26002238
2•bookofjoe•36m ago•0 comments

Burdened by Tech, Gen Z Is Flocking to DVDs and VHS [video]

https://www.youtube.com/watch?v=4UqoTO9kO6c
4•hackerbeat•40m ago•0 comments

Opus 4.6 solved one of Donald Knuth's conjectures [pdf]

https://www-cs-faculty.stanford.edu/%7Eknuth/papers/claude-cycles.pdf
3•peterjliu•40m ago•0 comments

I'm not consulting an LLM

https://lr0.org/blog/p/gpt/
5•lr0•41m ago•0 comments

Tim Sweeney signed away his right to criticize Google's app store until 2032

https://www.theverge.com/news/889595/tim-sweeney-signed-away-his-right-to-criticize-google-until-...
3•CharlesW•42m ago•0 comments

Show HN: I wrote an LLM inference engine in pure Go – 48 tok/s zero dependencies

https://github.com/computerex/dlgo/tree/main
1•computerex•42m ago•0 comments