buss_jan
Show HN: I analyzed 157K HN posts and built skills with guardrails against BS
https://github.com/JanBussieck/hn-skill
Three Claude Code skills for HN posting: /hn-score (87-point scorecard), /hn-spin (content angles + outlines), /hn-optimize (headlines + timing). Built from analysis of 157K+ submissions and the top 31 posts from 2021-2026.
Show HN: Vibe-coded AI video clipper that runs in the browser
https://github.com/imgly/videoclipper
We built an AI video clipper in a day using Claude Code. Drop in a podcast, interview, or presentation and get back 3-4 short clips with captions, speaker tracking, and smart cropping. Everything runs client-side via WebAssembly via CE.SDK (by us, IMG.LY). no server-side rendering. Transcription via ElevenLabs/Whisper, highlight detection via Gemini, face detection via face-api.js in the...
Show HN: SDK for Building AI-Powered Creative Tools
https://img.ly/showcases/cesdk/ai-editor/web
We’ve integrated AI features into our Creative Editor SDK using its plugin system. It’s model-agnostic, so you can plug in GPT-4V, DALL·E, Stable Diffusion, or your own custom models.Unlike traditional prompt → copy → paste workflows, this lets users generate, edit, and remix images and video directly on the canvas. You can even compose visual prompts using annotations, references, or multiple...
The Auth Deco Manifesto (2023)
A Simple Argument Proving You Must Not Trust Standard Scientific Evidence
Show HN: An AI-first visual editor using GPT-4o's GPT-image-1 model
https://img.ly/blog/ai-first-visual-editor-for-gpt-4o-image-gen/
Hey HN! We’ve been experimenting with integrating multimodal models directly into creative workflows, and ended up building an AI-first image editor using OpenAI’s new `gpt-image-1` (from GPT-4o) inside our SDK.Instead of prompting in ChatGPT and pasting outputs into a design tool, this lets you generate, edit, and remix images all in one canvas. This allows for really interesting new...
Imagine it's 2014 and you're deciding between two hot new framework ember and react, this is not just a question about what is hot or shiny and new.
Instead of:
"Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation Framework
Multimodal Retrieval-Augmented Generation (MRAG) enhances reasoning capabilities by integrating external knowledge. However, existing benchmarks primarily focus on simple image-text interactions, overlooking complex visual formats like charts that are prevalent in real-world applications. In this work, we introduce a novel task, Chart-based MRAG, to address this limitation. To semi-automatically generate high-quality evaluation samples, we propose CHARt-based document question-answering GEneration (CHARGE), a framework that produces evaluation data through structured keypoint extraction, crossmodal verification, and keypoint-based generation. By combining CHARGE with expert validation, we construct Chart-MRAG Bench, a comprehensive benchmark for chart-based MRAG evaluation, featuring 4,738 question-answering pairs across 8 domains from real-world documents. Our evaluation reveals three critical limitations in current approaches: (1) unified multimodal embedding retrieval methods struggles in chart-based scenarios, (2) even with ground-truth retrieval, state-of-the-art MLLMs achieve only 58.19% Correctness and 73.87% Coverage scores, and (3) MLLMs demonstrate consistent text-over-visual modality bias during Chart-based MRAG reasoning. The CHARGE and Chart-MRAG Bench are released at https://github.com/Nomothings/CHARGE.git."
Give me: " "AI Fails Hard at Reading Charts: New Study Exposes Shocking Weaknesses!"
A groundbreaking study reveals that even the smartest AI models struggle with charts, scoring just 58% accuracy—proving your brain might still be better than AI at decoding data! "
Why AI Won't Kill Software Companies
Resist Summary: Cautionary words about AI summaries
Designing a Timeline for Mobile Video Editing
Here is a good AI generated summary of your core USPs: "Buttondown is a reliable, creator-focused email platform that prioritizes simplicity, customer feedback, and long-term commitment. It offers powerful automation and personalization features without the complexity, bloat, or hidden costs often found in other platforms. Buttondown is designed to be dependable, transparent, and user-friendly, making it the last email platform you'll ever need."
And here is an H1 that I think works better for those USPs. "Email That Just Works – Simple, Reliable, and Built for You"
Best of success and excuse the unsolicited advise.
20x Faster Background Removal in the Browser Using ONNX Runtime with WebGPU
Show HN: Open-source background removal in Node.js
https://www.npmjs.com/package/@imgly/background-removal-node
IMG.LY's popular background removal js library is now available for NodeJS.