All articles
39569 articles
LLM Inference Learning Guide: Hours of Video and Handwritten Notes
A learner compiled an introductory guide to LLM inference from hours of YouTube videos and 85 pages of handwritten notes, sparking Hacker News discussion. This article analyzes the value of LLM inference learning paths, the limitations of multi-source materials, and how to use such resources efficiently.
After Wikipedia, Can Humanity Ever Replicate Such a Project Again?
A Hacker News discussion asks why Wikipedia is so hard to replicate. This article analyzes its irreplicability through non-profit governance, community self-governance, open collaboration, and changes in the internet environment, and explores the future of public knowledge infrastructure in the AI era.
GitHub's New PR Overview Page: Spot Merge Blockers at a Glance
GitHub launches a new PR overview page that consolidates merge status, checks, approvals, and unresolved comments into a top summary, plus comment filters and an activity panel to help developers quickly spot merge blockers.
Egoist AI Passport: Making AI Tools Understand You Better While Keeping Your Data Yours
Egoist AI Passport securely stores your emails, calendars, and more, letting AI tools read only what you allow—with revocable permissions for true data sovereignty.
Pawse.ai: AI Sound Tailored for Dog Ears, Not Human Ones
Pawse.ai launches on Product Hunt with sound tailored for dog hearing across sleep, alone, noise, travel, and vet scenarios, with behavior feedback and Apple TV playback.
Voyager: Putting an AI Agent Inside the File Browser to Reshape macOS Workflows
Voyager is a macOS agentic file browser that embeds an AI Agent into everyday file work, letting you find files in a familiar interface and use them as context to drive AI.
ClipsPal: An AI Talking-Head Video Editor with a One-Time Payment
ClipsPal is an AI talking-head video editor for Mac and Windows that auto-removes failed takes and silence, adds zooms, subtitles, visuals, and sound effects, and turns videos into shorts and articles. Pay once, no subscription; runs on Claude Code or Codex.
CozyZip: A No-Surprises Compression Tool for Mac with MCP Support
CozyZip is a Mac compression tool with a GUI, Terminal, and local MCP tool. Lifetime free for personal use via email verification; commercial use $5 per person for up to three Macs. Requires macOS 26+ and Apple Silicon.
If You Read This: A Daily Check-In App That Works Like a Dead Man's Switch
If You Read This is a daily check-in app built on a dead man's switch: check in each day, and if you miss check-ins and reminders, preset messages are automatically sent by SMS to designated contacts. This article covers how it works, use cases, and privacy considerations.
Panda Video Sign Language Translation: Adding a Sign Language Window to Published Videos
Panda Video launches Sign Language: upload a sign language translation video and link it to published videos. Viewers can move and resize the translation window in the player—no re-editing or re-uploading required. Ideal for online learning and accessibility scenarios.
Calmly Script: An Elegant Screenwriting Software With a One-Time Payment and No Sign-Up
Calmly Script is professional screenwriting software with no sign-up, pay once, industry-standard pages, Final Draft support, and open formats on Windows, Mac, Linux, and Android.
Nörth: A New Choice for Peer-to-Peer Encrypted Remote Collaboration
Nörth is a peer-to-peer, end-to-end encrypted remote collaboration tool offering spatial voice chat, drop-in rooms, and voice/video messages in a native macOS app focused on privacy.
Watchflows: The Visual AI Automation Powerhouse for Mac
Watchflows is a visual automation tool for Mac with built-in AI, supporting drag-and-drop canvas and natural-language flow generation, with Watchflows AI, Apple on-device models, or Ollama. Local-first, no account needed, one-time $49.
Cardboard AI: Using AI to Turn Raw Footage into Stories — A New Approach to Video Editing
Cardboard AI is an AI video editor on Product Hunt that understands footage and has aesthetic judgment, automatically turning raw clips into narratively coherent stories. This article analyzes its positioning, target users, and market placement.
Any Video to Text: Paste a Link, Get a Transcript in Seconds — A New Chrome Extension Option
Any Video to Text is a Chrome extension that instantly transcribes videos from YouTube, TikTok, Instagram, and more. Grab subtitles or use AI speech recognition, export TXT, SRT, VTT — 5 free uses per day.
Orbi: The AI Second Brain for Content Teams — Predict Viral Hits and Replicate Your Brand Voice
Orbi is an AI content tool on Product Hunt, positioned as a second brain for content teams. It discovers winning content, generates posts in your brand voice, and predicts and rates content performance, with agents handling everything from planning to publishing.
Ginux: Human-Directed AI Engineering Builds New Kernel Compatible with Linux User Space
Ginux is a new kernel that runs Linux user space, developed via human-directed AI engineering. This article analyzes its technical philosophy, compatibility challenges, and community reaction.
The Harness Is the Core of an Agent: Three Keys to Industrial-Grade Multi-Agent Deployment
From a Bilibili hands-on demo, we analyze why the Harness is the core of an Agent: Master-Worker dual-Agent architecture, mindset consistency constraints, three autonomous iterations, and reusable framework essentials for industrial multi-Agent deployment.
Zero-Cost Claude Code: A Guide to Configuring ModelScope's Free API
A Bilibili creator shares how to use ModelScope's free API quota with VS Code and the SystemService protocol conversion tool to call domestic models like DeepSeek in Claude Code at zero cost. Includes a five-step setup, model selection tips, and three common pitfalls to avoid.
Pi Agent: A Practical Guide to a Minimalist Open-Source Coding Agent
Pi Agent is a minimalist open-source coding agent benchmarked against Codex and Claude Code, with growing GitHub Stars. Learn its rise, design philosophy, and a practical path from principles to extensions.