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Port Radar is a native macOS menu bar port management tool that uses Apple Intelligence to identify processes locally, kill port-occupying services with one click, and share local sites via Cloudflare Tunnel.

OPENBOT is an open-source Grokbot alternative featuring long-lived named agents with persistent memory, shared computing environments, and MCP dual-channel execution, turning AI Agents into digital colleagues.

Cognitive Biases Academy is a free learning platform covering 190+ cognitive biases with origins, diagnosis, and self-detection methods across 66 languages, backed by 1,800+ academic references.

Deep dive into Andrew Ng's AI Engineering Skills Map covering foundation models, prompt engineering, RAG, model evaluation, and production deployment.

Anthropic open-sources claude-plugins-community on GitHub, building a community plugin marketplace for Claude Cowork and Claude Code. Analysis of the submission process, ecosystem strategy, and opportunities for developers.

A GitHub project with 130K+ Stars curating hundreds of free-tier SaaS, PaaS, and IaaS services covering hosting, CI/CD, databases, monitoring, CDN, and more for developers.

A Reddit user found unexplained Korean records in their Gemini history, raising AI data isolation concerns. We analyze possible causes and provide privacy protection tips.

A 2005 article "NetBSD and my life" resurfaces on Hacker News. We explore NetBSD's portability philosophy, open-source community bonds, and why it resonates in the AI era.

A deep dive into self-hosting LLM tech stacks: inference engines, model management, vector databases, and how to manage your local AI cluster from the terminal.

Deep dive into Claude Code's Agent Loop core mechanism, implementing a minimal agent loop in under 30 lines of code. Master AI agent development fundamentals from stop_reason signal-driven design to unified Bash tool entry.

Canned Web is a macOS Kiosk mode tool—one-time €49 payment locks your Mac to a single fullscreen webpage without MDM, ideal for trade shows, digital signage, and public terminals.

Deep dive into cumulative text drift in historical handwritten document datasets, introducing anchor-based synchronization with spelling normalization, multimodal alignment, and Compute-to-Data security for VLM training.

Exploring who should bear the cost of open source code availability: from maintainer burnout to corporate responsibility, analyzing paths like sponsorship, foundations, and new licenses.

Deep dive into Apache Maka, a local-first AI Agent workspace built on append-only logs. Explore its architecture, privacy-first design, and unique value for production AI Agent deployment.

Maccess turns your iPhone into a complete Mac remote terminal with wireless trackpad, keyboard, screen mirroring, file management, and AI assistant. Control your Mac from anywhere.

A deep dive into DeepSeek Harness developer preview: its Agent infrastructure positioning, Codex kernel hot-swap design, four run modes, and Creation Mode's self-evolution capability.

Systematic breakdown of MCP protocol's four-stage lifecycle and 16 security attack types, covering supply chain poisoning, prompt injection, credential theft, and more real-world threats.

A foundational LLM course for security professionals covering Token probability prediction, hallucination causes, and China's open-source models to build cognitive foundations for AI-powered attack-and-defense exercises.

Complete guide to installing Claude Code and connecting it to DeepSeek via CC-Search for low-cost AI programming. Covers Node.js setup, config file editing, API keys, and hands-on testing.

Complete guide to Claude Code covering environment setup, permission configuration, Go Goals autonomous loops, Skills system, MCP protocol integration, and version control for automated development.