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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.
Claude Code Source Leak Breakdown: Hands-On with the Harness Agent Architecture
Starting from the Claude Code source leak, this breaks down the Harness agent architecture and enterprise implementation path: what the 1,902 leaked source files reveal, why sandbox isolation is the biggest challenge in building AI coding tools, and the engineering skills programmers need to transition into AI.
Claude Code Single Request Full-Chain Breakdown: Agent Loop, Database, and Cost-Saving Strategies
A deep breakdown of a single Claude Code request: the three-phase Agent loop, why permission rules live outside the model, the PostgreSQL query pipeline, decision ownership across six multi-Agent orchestration frameworks, and cost optimizations like prompt caching, routing, and batching.
Cursor Agent SDK: Write AI Agents as Code, Test Before You Ship
Cursor releases Agent SDK, turning AI Agents into a code folder: Instructions.md for prompts, files as actions, MCP for tools, GitHub/Slack/Webhook triggers, local Playground debugging, GitHub Replay for evaluating against real PRs, then deploy to Cursor or your own server.
How AI Agents Work: The Model Only Sends Requests, the Code Does the Executing
A clinic analogy breaks down the AI Agent Loop: the model only sends tool-call requests, the harness runs code and returns results. Plus token costs, prompt-cache limits, turn caps, human approval, and strict schemas as three essential guardrails.
OpenAI Agents SDK Whiteboard Breakdown: Three Primitives and Tracing Mechanism
Breaking down OpenAI Agents SDK: the three primitives—Agent, handoffs, and guardrails—plus the nested Trace/Span structure of default-enabled tracing, and the risk of sensitive data being recorded by default in generation/function spans.
gbrain: An Open-Source Brain Built for OpenClaw Agents
gbrain is Garry's open-source OpenClaw/Hermes Agent Brain, written in TypeScript, giving AI agents opinionated decision logic. With 31,838 stars and 4,742 forks, this article covers its positioning, tech choices, and use cases.
ha-mcp: Automate Home Assistant with Claude and ChatGPT
The open-source GitHub project ha-mcp lets AI assistants like Claude and ChatGPT configure and automate Home Assistant via the MCP protocol, enabling natural language device control and automation creation. With 5,527 stars, it's ideal for smart home enthusiasts and developers.