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858 related articles
Morph Reflexes: Building Real-Time Beh…
·4 min
Morph Reflexes: Building Real-Time Behavioral Guardrails for AI Agents with Multi-Head Classifiers
Morph Reflexes is an open-source AI agent monitoring tool that uses multi-head classifiers for real-time trace classification — enabling safety guardrails, quality scoring, and training data filtering.
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·5 min
Retracing the Armada's Homeward Route: A Modern Voyage Reconstructing the 1588 Shipwreck Course
After the 1588 Spanish Armada's devastating defeat, survivors were forced around Scotland and past Ireland's west coast, losing dozens of ships to storms. This article explores a modern voyage retracing that route, combining shipwreck archaeology with digital technology.
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·7 min
Spring AI 2.0 in Practice: A Beginner's Guide for Java Developers Building AI Agents
A complete Spring AI 2.0 guide for Java developers covering unified API abstraction, RAG, tool calling, MCP protocol, and enterprise projects to build AI Agents.
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·6 min
Java Developer's Guide to AI Application Development: Building an Airline Intelligent Customer Service System
A practical guide for Java developers to build AI apps without switching to Python. Learn LangChain4j, RAG, Function Calling, and MCP through an airline customer service project.
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·4 min
Complete Guide to Connecting External Models in Codex: Two Methods to Unlock Full Capabilities
Two methods for connecting external models to Codex: manually configure keys via relay services, or use the CC Tool to auto-bridge GPT, DeepSeek, and more. Covers auth/config files, CC Tool usage, and multi-model switching.
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·6 min
10 Billion Tokens in Practice: An In-Depth Review of Codex's Long-Horizon Engineering Capabilities
Creator Ajiang burned 10B Tokens on Codex to migrate cc-haha from Tauri 2 to Electron. A deep dive into Codex's long-horizon engineering, Computer Use, costs, and practical advice for developers.
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·6 min
LangChain + MCP in Practice: A Pitfall-Avoidance Guide to LLM Selection and Local Deployment
DeepSeek R1 lacks Function Calling and JSON Output by default. Qwen3's programmable thinking modes make it the top open-source agent choice. Key LLM selection pitfalls and MCP protocol updates.
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·7 min
The Complete Guide to AI-Powered Customer Service: How AI Is Reshaping Enterprise Service Systems
AI customer service is a core tool for digital transformation. This guide covers its value, use cases, and implementation logic, including efficiency gains, cost reduction, and data-driven optimization.
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·6 min
Post-Quantum Cryptography in Python: A Deep Dive into the ML-KEM Key Encapsulation Mechanism
NIST has officially standardized the ML-KEM (CRYSTALS-Kyber) post-quantum algorithm. This article covers ML-KEM principles, Python ecosystem implementation, hybrid deployment strategies, and critical challenges like constant-time execution and memory safety.
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·3 min
AI Smart Home Security Threats: The Dual Risks of Technology and Society
AI-powered smart home devices are reshaping household security. This article analyzes sociotechnical threat models—from prompt injection and data breaches to domestic abuse—and explores responsible AI home design principles.
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·2 min
Immich: Open-Source Self-Hosted Photo Management — The Best Google Photos Alternative
Immich is a high-performance open-source self-hosted photo manager with 100k+ GitHub Stars. Features auto backup, AI search, face recognition, and Docker deployment.
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Gemini Code Assist Shutdown: Google's …
·2 min
Gemini Code Assist Shutdown: Google's AI Coding Tool Consolidation and a Developer's Migration Guide
Google's Gemini Code Assist shuts down July 17. Explore the product consolidation logic, the competitive AI coding landscape, and migration options for developers.
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·3 min
Benchmarking Popular Claude Skill Libraries: A 5-Step Core Pattern for AI Agent Development
A deep-dive evaluation of Addy Osmani, Matt Pocock, and Gary Tan's skill libraries, distilling a 5-step Research→Prototype→Plan→Build→Test agent dev loop and why the best skill system is always your own.
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Apple Hide My Email Security Flaw Expo…
·2 min
Apple Hide My Email Security Flaw Exposed: Real Email Addresses at Risk of Leakage
Apple's iCloud+ Hide My Email feature has a reported security flaw that may expose users' real email addresses. Learn how it works, the risks, and how to protect yourself.
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TAT Cross-America Trail Complete Guide…
·2 min
TAT Cross-America Trail Complete Guide: How Digital Technology Is Transforming Long-Distance Adventure
How GPS offline navigation, crowdsourced trail data, and satellite communication are transforming the Trans-America Trail (TAT) experience — a guide for adventurers and tech enthusiasts alike.
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·3 min
LLM Development Learning Path: From Zero to Enterprise-Level Projects
A complete LLM development learning roadmap covering prompt engineering, RAG, AI Agents, and fine-tuning — helping beginners master LangChain, LlamaIndex, and more.
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·2 min
Getting Started with Ollama: The Go-To Tool for Free Local LLM Deployment
Ollama is a free, open-source LLM management tool supporting macOS, Windows, Linux, and Docker. Deploy DeepSeek and other open-source models locally — no API fees, full data privacy.
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·4 min
12 Open-Source AI Agent Projects Worth Exploring: Frameworks, Skill Packs, and Toolchains
A roundup of 12 trending open-source AI agent projects on GitHub, covering video generation, agent frameworks, skill packs, code engines, security scanning, and voice processing.
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·1 min
Getting Started with Ollama: The Best Tool for Running Open-Source LLMs Locally
Ollama is a free, open-source local LLM platform supporting macOS, Windows, Linux, and Docker. Easily deploy DeepSeek and other open-source models with API and CLI support — no complex GPU setup required.
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·3 min
Connecting an Open-Source AI Assistant to OpenClaw: A Complete Local Agent Setup Guide
Step-by-step guide to connecting an open-source AI assistant to OpenClaw: install Robust AI, configure gateway address, obtain API Key, and build a local AI agent with persistent memory.
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