#trusted execution environment
180 related articles
Product Reviews·2 min
New Features for Claude Managed Agents: Self-Hosted Sandboxes and MCP Tunnels Explained
Anthropic launches two enterprise features for Claude Managed Agents: self-hosted sandboxes with Cloudflare, Daytona, Modal, and Vercel, plus MCP Tunnels for secure private network connections.
Read more →
Tutorials·2 min
Complete Guide for Beginners: Setting Up an AI Programming Environment from Scratch (2025 Latest)
Step-by-step guide for beginners to set up an AI programming environment with Claude Code, VS Code, and MiniMax API, plus an IBE encryption hands-on project.
Read more →
Tutorials·3 min
Anthropic's Official MCP Tutorial: A Complete Guide from Basics to Remote Deployment
A detailed guide to Anthropic's official MCP course covering client-server architecture, building MCP servers, third-party integrations, and remote deployment for standardized AI tool access.
Read more →
Tech Frontiers·2 min
datasette-agent-sprites: A Deep Dive into the AI Agent Sandbox Execution Plugin
Simon Willison releases datasette-agent-sprites plugin for secure AI Agent command execution in Fly Sprites sandbox. Analysis of its architecture, use cases, and significance.
Read more →
Tutorials·4 min
Windsurf Credit Refill Plugin Hands-On: Auto Credit Refresh + Multi-Window Concurrency Tutorial
Hands-on review of Windsurf refill plugin: auto credit refresh, seamless account switching, and persistent conversations. Compares script injection vs MCP approaches with multi-window concurrency tips and risk warnings.
Read more →
Deep Dives·4 min
How Dangerous Are Windsurf Account-Switching Plugins? A Deep Dive into Technical Principles and Security Risks
Deep analysis of Windsurf seamless account-switching plugin's technical implementation, revealing risks of account bans, code theft, and legal liability. Four compliant alternatives for developers.
Read more →
Tutorials·4 min
Gemini CLI + Kali Linux in Practice: A Complete Guide to AI-Automated Penetration Testing
Complete guide to Kali Linux 2025.3 with Gemini CLI integration for AI-automated penetration testing using natural language to drive Nmap, Nikto, and more.
Read more →
Tutorials·3 min
Claude Code Sub Agents in Practice: Reproducing Kiro's Spec-Driven Development Workflow in Three Minutes
Learn how Claude Code's new Sub Agents feature enables spec-driven AI development by creating three specialized agents (Architect, Planner, Engineer) to reproduce Kiro IDE's workflow with a TodoList demo.
Read more →
Product Reviews·3 min
OpenAI Codex Desktop In-Depth Review: Skills System, Three Execution Modes & Hands-On Experience
In-depth review of OpenAI Codex Desktop: Skills system installation & customization, Local/Worktree/Cloud execution modes compared, workspace management & security controls for AI-powered development.
Read more →
Tech Frontiers·3 min
Gemini CLI Open-Source Release: 1000 Free Daily Calls to Gemini 2.5 Pro
Google open-sources Gemini CLI terminal agent with 1000 free daily calls to Gemini 2.5 Pro and 1M token context. Anthropic Claude models join GitHub Copilot as AI dev tool competition heats up.
Read more →
Deep Dives·3 min
Cursor Unlimited Refill Plugin: How It Works, Risks, and Better Alternatives
Deep dive into how Cursor's unlimited refill plugin works via multi-account rotation, its security and ban risks, plus compliant alternatives like Cursor Pro, API access, and multi-tool strategies.
Read more →
Tech Frontiers·4 min
CSP Allow-list Experiment: A New Approach to Dynamic Domain Authorization via Sandboxed iframes
Deep dive into Simon Willison's CSP Allow-list Experiment: dynamic domain authorization via sandboxed iframes, custom fetch interception, and postMessage communication.
Read more →
Deep Dives·3 min
Leashed Open-Source Framework: A Practical Guide to AI Agent Permission Control and Security Governance
Explore Leashed, an open-source security framework for AI Agents offering policy control, audit trails, and Kill Switch mechanisms to build safe, controllable AI agent applications.
Read more →
Tutorials·3 min
Hermes Agent Orange Book: A Practical Guide to the 3600+ Star Open-Source AI Agent Framework
A deep dive into Nous Research's Hermes Agent open-source AI framework and the community Orange Book guide covering tool calling, reasoning, multi-Agent collaboration, and more.
Read more →
Deep Dives·2 min
EverClaw Deep Dive: A Decentralized Platform for Earning Permanent AI Inference by Staking MOR Tokens
Deep dive into EverClaw, a decentralized AI inference platform built on Morpheus AI. Stake MOR tokens to access 10+ models including Kimi K2.5 for perpetual inference powering OpenClaw agents.
Read more →
Product Reviews·3 min
Zerobox: A Lightweight Process Sandbox Derived from OpenAI Codex for Secure AI Code Execution
Zerobox is an open-source process isolation tool based on OpenAI Codex's runtime sandbox, written in Rust, with file system, network, and credential security controls for safe AI code execution.
Read more →
Product Reviews·5 min
Deep Dive into awesome-claude-plugins: The Four Core Components of Claude Code's Plugin Ecosystem
Deep dive into awesome-claude-plugins: Claude Code's four plugin components—custom commands, agents, hooks, and MCP servers—with practical selection tips and platformization trend analysis.
Read more →
Product Reviews·3 min
NetCoreKevin: An Open-Source .NET Enterprise AI Knowledge Base Agent Architecture in Practice
Deep dive into NetCoreKevin, an open-source .NET project integrating Semantic Kernel and RAG for AI knowledge base agents, with multi-tenant SaaS, MCP protocol, and distributed transaction support.
Read more →
Tutorials·3 min
TRE Regex Engine Python Bindings in Practice: Comprehensive Defense Against ReDoS Attacks
Deep dive into how TRE regex engine's backtracking-free design fundamentally defends against ReDoS attacks. Covers Simon Willison's experiment building TRE Python bindings with Claude Code and regex engine selection for security-sensitive scenarios.
Read more →
Product Reviews·5 min
LibreChat: An Open-Source Chat Platform That Connects All AI Models Through One Interface
Deep dive into LibreChat, an open-source platform supporting GPT-5, Claude, Gemini, DeepSeek with unified access, built-in Agents, MCP protocol, code interpreter, and Docker deployment for self-hosted ChatGPT alternative.
Read more →