@bhavin_Confuse · X

BEHAVR ( @Behavr_AI ) — chat with any video instead of scrubbing through it. Ask "where does he fix the CORS bug?" → get the answer with the exact timestamp.

@JJRjrESQ · X

Great idea. Vibe coded a jury simulator (Claude front/ back/Ollama local as the jury). Press "Run a sample, then "Call the jury to order."

EZQuiz — AI 智能实时测验，让你快速创建、分享并与观众通过实时互动测验进行互动

phrasel_service · Product Hunt

Phrasel AI-powered PTE Core practice, feedback, and mock tests

praveer13 · HN

Ilya Sutskever's AI reading list into a learning RPG – using kimi k3

@77auv7 · X

智能体最缺的不是算力，是底层安全。 @unicity_labs 社区版上线了，专为 AI Agent 打造的模块化 OS，走 Rust 微内核控制权限和成本，不用担心 Agent 乱跑。 尝鲜入口👇 #SphereQuests

niklio · HN

You write 8 text completions and open models score how predictable each word was too them. Predictable => clanker. You can share results with your friends. The scoring checks every word you write against the model's logprobs. Right now I'm using Llama3.1, Deepseek v3 and Qwen3 to keep costs low. I tried to calibrate it so other models (chatgpt/claude) score 100% and interesting human responses score in the 10-30% range. Totally free, no signup

@AmitGajbhare · X

We build - a modern typing platform that helps people improve typing speed and accuracy with AI-powered practice, real-time feedback, progress tracking

nicolasmery · HN

Have you ever asked an AI to tell you a joke? They’re so bad haha. This is a small experiment along those lines https://www.elon-house.com I built it a year ago, but decided to finally publish it after getting some great feedback. I used langgraph + ws + all in cloudflare + 2 llm providers

u/Rcoo232 · Reddit

I built a council of 5 historical figures that debates your hardest life decision (based on Karpathy's LLM Council) A few weeks ago, I came across Karpathy's "LLM Council" concept. You ask multiple Agents the same question independently, have them anonymously peer-review each other, then synthesise a final answer. The peer-review round is the genius part; models get surprisingly honest when critiquing anonymised responses. I turned it into a consumer product where the council members are hi

u/This-Patience-6781 · Reddit

Building the home for authors (WriteinaClick) - one place for the whole book, not another AI writing tool Building Write in a Click: a home for authors where the entire book lives - planning, drafting, editing, world-building, version history, exports, shared workspaces. One place instead of a scattered mess of docs, notes apps, and outlining tools. The part I care about most isn't AI. It's that most writing tools handle one slice (drafting, or outlining, or notes) and authors end up stitch

@katyorby · X

i built — a local receipt for claude code runs. your check says whether the workspace passes now; the transcript supplies the activity counts. no transcript upload and no magical autonomy score.