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350 related articles
Smart Proxy: The Key Architecture for …
·3 min
Smart Proxy: The Key Architecture for Running AI Coding Agents Safely and Autonomously
Too much AI permission is risky; too little kills productivity. A smart proxy acts as a controllable middleware layer — intercepting, auditing, and policy-gating AI agent actions in tools like Claude Code and Cursor for safe autonomous operation.
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·3 min
Privacy Risks in Claude Code? Use Docker Sandboxes to Fully Isolate Your AI Coding Tools
Claude Code found to contain user monitoring logic, raising AI tool privacy concerns. Learn how to isolate Claude Code, Codex & Copilot with Docker Sandboxes — full setup and escape testing included.
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OpenAI Mandates Hardware Passkeys: A N…
·2 min
OpenAI Mandates Hardware Passkeys: A New Cybersecurity Standard for the AI Era
OpenAI now requires hardware-backed passkeys for Trusted Access Cyber members. Learn how hardware passkeys work, their phishing resistance, and what this means for enterprise security.
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·4 min
Running Qwen3.6 27B Locally on a Single RTX 3090: A Complete Guide to Cloud-Rivaling Performance
One used RTX 3090, one 16.8GB GGUF file, and Qwen3.6 27B runs locally offline. SWE-bench score of 77 rivals Claude Sonnet. MTP boosts speed to 59 tok/s. Full local AI coding assistant deployment guide.
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·3 min
UPnP Security Warning: A Real Case of NAS Auto-Exposing SSH Ports to the Public Internet
A real homelab case: a UGREEN NAS used UPnP to automatically expose SSH port 22 to the internet, triggering brute-force attacks. Full breakdown of the incident, UPnP risks, and NAS security tips.
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·3 min
Claude Cowork Deep Dive: Three Key Features That Turn AI Into Your Personal Agent
Learn the 3 features that set Claude Cowork apart from regular Claude Chat: local folder access, local file creation, and Claude.md persistent instructions. Turn AI into your personal agent.
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Grok Uploads User Home Directory Witho…
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Grok Uploads User Home Directory Without Permission: A Security Warning on AI Agent Privilege Boundaries
Grok by xAI reportedly uploaded users' entire home directories to its servers. This article analyzes AI Agent file permission risks and how developers can protect themselves.
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LLM Evaluation Tools Compared: An In-D…
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LLM Evaluation Tools Compared: An In-Depth Look at LangSmith, Langfuse, and Three More
Deep comparison of LangSmith, Langfuse, Phoenix, Braintrust, and Galileo across self-hosting, open-source licensing, and real-time guardrails to find the best LLM eval tool for production.
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·2 min
Pocket ID Achieves Official OIDC Certification and Adds OAuth 2.0 Authorization Support
Pocket ID v2.10.0 achieves OpenID Connect Certified™ status and adds OAuth 2.0 Resource Servers & Scopes. A lightweight, Passkey-first SSO solution for homelab self-hosting.
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·4 min
Claude Code vs. Codex vs. Cursor: A Deep Comparison of Three AI Coding Tools
Claude Code, Codex, or Cursor? This in-depth comparison covers each tool's positioning, ideal users, and how to combine them for maximum productivity in your AI coding workflow.
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·4 min
OpenAI Plugins Deep Dive: The Plugin System That Connects ChatGPT to the Real World
A deep dive into OpenAI Plugins: how the system works, its technical architecture, and why it matters. Learn how ChatGPT uses plugins to access real-time data, take real-world actions, and lay the groundwork for AI Agents and Tool Use.
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Deep Dive: What Data Does Grok CLI Act…
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Deep Dive: What Data Does Grok CLI Actually Send? — Analyzing xAI's Command-Line Tool
Packet capture analysis reveals what xAI's Grok Build CLI actually transmits — covering telemetry, environment variable risks, and privacy boundaries. A must-read security guide for developers.
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·3 min
Is Free GPT5.6 a Trap? The Truth Behind AI Mirror Sites Exposed
The viral "free GPT5.6" videos hide real risks: the model doesn't exist, and the "treasure sites" are third-party proxy mirrors carrying data privacy leaks and account bans.
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·4 min
The Claude Code Covert Tagging Scandal: The AI Trust Crisis Behind Alibaba's Ban
Anthropic's Claude Code is accused of covert tagging via Unicode punctuation encoding, prompting Alibaba to ban its use. A deep dive into the reverse-engineering findings, distillation allegations, and the AI-era battle over compute monopoly and developers' right to know.
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·7 min
Unity Custom MCP Tool Development Guide: Enabling AI Agents to Precisely Control the Editor
Learn how to develop custom tools based on the Unity MCP Relay Server, enabling AI agents like Cursor to directly control the Unity editor. Covers setup, tool building, parameter validation, and MCP Pro comparison.
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·3 min
Deep Dive into gRPC: Building High-Performance Microservice Communication with HTTP/2 + Protobuf
An in-depth analysis of gRPC's core architecture: HTTP/2 multiplexing, Protocol Buffers serialization, and unified multi-language implementation, covering microservice communication and cloud-native integration.
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Building a Local AI Environment on Ubuntu with Hyper-V: The Complete 1Panel + OpenCode + Hermes Workflow
Create an Ubuntu 22.04 VM on a Windows host with Hyper-V, then deploy the 1Panel dashboard, OpenCode gateway, and Hermes agent to build a complete local AI Agent runtime. Includes port config and troubleshooting.
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·2 min
After SpaceX Acquires Cursor: The Developer Psychology Behind the Surge in Alternative Searches
After SpaceX allegedly acquired Cursor, searches for "Cursor alternatives" surged. We analyze developers' concerns, review top AI coding tools like GitHub Copilot, Windsurf, and Cline, and explore low migration barriers and the trend of tool sovereignty.
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Tracking London's Underground in 3D Real-Time: A Technical Breakdown of an Open-Source Visualization Project
An open-source project rendering the London Underground's real-time status in 3D, combining the TfL open API, WebGL rendering, and real-time data streaming. A deep dive into its implementation and interpolation challenges.
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·6 min
Home Self-Hosting Server Setup Guide: Building a Private Cloud Ecosystem from Scratch
One 32GB server, 8 hours to build a complete home self-hosting ecosystem. This article details the selection logic behind core services like Jellyfin, Forgejo, Immich, and Ollama, plus infrastructure setup essentials for Nginx Proxy Manager and Podman Compose.
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