#security audit
929 related articles
Tutorials·3 min
GStack Tutorial: 23 Commands That Give One Person an Entire AI Development Team
Deep dive into GStack, the open-source toolkit by YC President Gary Tan. 23 slash commands turn Claude Code into a full AI dev team covering product decisions to deployment.
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Product Reviews·2 min
AI Coding Appliance vs Cloud LLMs: Can ¥480K in Annual Fees Buy 4 Local Deployment Solutions?
A deep cost comparison between AI coding appliances and cloud LLM APIs. A 20-person team spending ¥480K/year on tokens can deploy 4 local OnePanel units at ¥99K each, breaking even in 2.5 months.
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Tutorials·2 min
Advanced Codex Tips: Building a Cursor-Level Development Experience
Advanced OpenAI Codex tips including sidebar shortcuts, batch Agent sub-tasks, session management, and environment setup to create a Cursor-level development experience.
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Tutorials·2 min
The Six Key AI Agent Protocols Explained: MCP, A2A, UCP, AP2, A2UI, and AGUI
Deep dive into six core AI agent protocols: MCP, A2A, UCP, AP2, A2UI, and AGUI — covering tool integration, multi-agent collaboration, commerce, payments, and dynamic UI, with Google ADK examples.
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Tutorials·2 min
Tutorial: Protecting Sensitive Files in Claude Code and Cursor
Learn how to configure sensitive file exclusion in Claude Code and Cursor to protect API keys, certificates, and .env files from being read and leaked by AI tools.
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Product Reviews·2 min
Codex vs Claude Code: An In-Depth Comparison of Two Leading Coding Agents
In-depth comparison of OpenAI Codex and Claude Code across work modes, extension mechanisms, and security strategies to help you choose the right AI coding agent for your team.
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Tech Frontiers·2 min
AI Agent Resource Runaway: When Your AI Assistant Burns Through All Your Tokens Doomscrolling TikTok
A viral tweet reveals core risks in autonomous AI Agent systems: goal drift and token resource runaway. Deep analysis of AI Agent attention problems, hidden costs, and developer mitigation strategies.
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Industry Insights·2 min
How MCP Becomes a Deep Extension Point for Agent Platforms: Architecture Design and Practice
Deep dive into MCP protocol architecture in Agent platforms, covering MCP Proxy design, tool invocation for human-in-the-loop collaboration, permission integration, and advantages over Skill approaches.
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Product Reviews·6 min
One API: An Open-Source API Gateway Managing 30+ LLMs Through a Single Interface
One API is an open-source LLM API gateway that unifies 30+ LLM providers including OpenAI, Claude, Gemini, and DeepSeek through an OpenAI-compatible interface. Features Key management, quota control, load balancing, and one-command Docker deployment. 32k+ GitHub Stars.
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Tech Frontiers·2 min
Microsoft Copilot Cowork Data Exfiltration Vulnerability: How AI Agents Can Be Exploited via Prompt Injection Attacks
Prompt Armor reveals a critical Microsoft Copilot Cowork vulnerability where prompt injection exploits AI agent email permissions and image rendering to steal OneDrive files.
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Product Reviews·2 min
One API: The Complete Guide to an Open-Source API Gateway for Managing 30+ LLMs
One API is an open-source LLM API gateway with 32K+ GitHub Stars, unifying 30+ models like OpenAI, Claude, Gemini & DeepSeek into one OpenAI-compatible interface.
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Product Reviews·3 min
One API: A Complete Guide to the Open-Source Gateway System for Unified Management of 30+ LLMs
One API is an open-source LLM API gateway with 32K GitHub stars, supporting unified management of 30+ models including OpenAI, Claude, and DeepSeek via OpenAI-compatible format.
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Deep Dives·2 min
GPT_API_free In-Depth Review: Are Free ChatGPT and DeepSeek API Keys Worth It?
In-depth review of GPT_API_free (37,000+ GitHub stars): analyzing the real usability, data security risks, and sustainability of free ChatGPT and DeepSeek API Keys.
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Tech Frontiers·2 min
GitHub Internal Repository Unauthorized Access Incident Explained: Impact Scope and Security Recommendations
GitHub disclosed unauthorized access to its internal repositories and is conducting a full security investigation. This article analyzes the impact scope, official response, and provides supply chain security recommendations.
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Product Reviews·2 min
Trae SOLO Mode In-Depth Review: Comparison with Cursor and Use Case Analysis
In-depth comparison of Trae SOLO vs Cursor and Amazon Q Developer. Analyzing Trae SOLO's AI-driven end-to-end development, natural language programming, and ideal use cases for rapid prototyping and non-technical users.
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Tech Frontiers·1 min
Anthropic Source Code Leak: Opus 4.7, Sonnet 4.8, and Undercover Mode Fully Exposed
Anthropic Claude Code source leak reveals unreleased models Capybara with million-token context, Opus 4.7 & Sonnet 4.8 version numbers, and undercover mode hiding AI identity.
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Tech Frontiers·2 min
Synopsys Unified GitHub Action v6.0.0 Released: Key Upgrade Notes and Migration Guide
Synopsys Unified GitHub Action releases v6.0.0 with SAST and SCA security scanning. Key upgrade notes, compatibility considerations, and DevSecOps best practices for smooth migration.
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Tech Frontiers·1 min
Run runn GitHub Action v0.57.2 Released: A Lightweight API Scenario Testing Automation Tool
GitHub Action "Run runn" updated to v0.57.2, enabling automated API test scenario execution in CI/CD pipelines. Learn about runn's features and integration.
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Tech Frontiers·1 min
Gatling Enterprise Action v1.0.1 Released: Automating Performance Testing with GitHub Actions
Gatling releases GitHub Action v1.0.1, enabling automated performance testing in CI/CD pipelines. Learn about features, updates, and configuration.
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Product Reviews·3 min
Espa Review: How an AI Executive Assistant Automates Scheduling and Email Management
In-depth review of Espa, an AI executive assistant tool, covering smart scheduling, auto email replies, task tracking, and bank-level encryption privacy protections.
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