#Managed Identity
93 related articles
·5 min
Introduction to Prompt Engineering: A Complete Guide to Core Concepts, Methodologies, and Limitations
Prompt engineering is a core skill in the AI era. This article breaks down the essential differences between prompts and prompt engineering, the six-step workflow, four evaluation criteria, and key limitations like context limits and hallucination.
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·6 min
AI Workspace Session and Cache Leaks: A Complete Analysis of Multi-Tenant Isolation Security Risks
AI workspaces face cross-tenant session and cache leak risks that can expose sensitive enterprise data. This article analyzes multi-tenant isolation pitfalls, common architectural flaws, and actionable defenses.
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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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·7 min
AI Agent Development: A Four-Stage Competency Model from 15K to 40K RMB Salary Growth Path
A detailed four-stage competency model for AI Agent development: from Python/RAG basics (15K) to workflow orchestration (20K), inference optimization (30K), and Agent cluster governance (40K RMB).
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GitHub and UNDP: How Open Source Gover…
·3 min
GitHub and UNDP: How Open Source Governance Is Driving Ghana's Digital Transformation
GitHub and UNDP partner in Ghana to advance open source governance, tackling vendor lock-in, sustainability, and transparency challenges in developing-country digital transformation.
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Industry Insights·7 min
The IRS Mobile App Debate: A Trust Crisis in Government Digital Transformation
The IRS's proposed mobile app has sparked heated debate. This article analyzes the core arguments, exploring data security, privacy, and the trust crisis in government digital transformation.
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·3 min
The Complete Guide to n8n: An Open-Source Automation Platform with 400+ Integrations That Combines Code and Visual Workflows
Deep dive into n8n, the open-source workflow automation platform: 400+ integrations, native AI capabilities, and dual code/visual modes. Covers deployment, AI Agents, community templates, and more.
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·3 min
Claude Says It's DeepSeek? Unraveling the Truth Behind LLM Identity Confusion
Why does Claude claim to be DeepSeek? This article analyzes LLM identity confusion from three angles: training data contamination, context memory residue, and lack of self-awareness, plus practical verification methods.
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·3 min
AI Agent Authentication: The Missing Piece of the Security Architecture Puzzle
AI Agents face critical identity security challenges in cross-system collaboration. This article analyzes the Linux Foundation's Agent Name Service and the four core requirements for secure AI Agent infrastructure.
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·3 min
Four Core Modules of AI Agent Development: An Architecture Guide from Failure to Stable Deployment
Deep dive into four core AI Agent modules: system prompts, tool calling, RAG memory, and ReAct workflow orchestration. Solve hallucinations, loops, and build reliable agents.
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·2 min
Klue Data Breach: A Legacy Credential from 2022 Becomes the Hacker's Entry Point
AI competitive intelligence platform Klue confirmed a breach via an unrevoked 2022 legacy credential, exposing customer data. Analysis of root causes, security lessons, and credential lifecycle management.
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·3 min
Agent Harness: A New AI Agent Paradigm from Prompt Engineering to Execution Environment Orchestration
Deep dive into Agent Harness Engineering: how loop execution and context isolation overcome the bottlenecks of prompt and context engineering in modern AI coding agents like Cursor.
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·3 min
Microsoft Copilot Cowork Introduces DeepSeek: Multi-Model Architecture and Enterprise AI Agent Strategy Explained
Microsoft Copilot Cowork launches with multi-model architecture, considering DeepSeek V4 as a low-cost option. Deep dive into usage-based pricing, WebIQ search, and Microsoft's enterprise AI agent strategy.
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·3 min
Vue3 NetEase Cloud Music Clone Tutorial: Core Feature Modules & Technical Highlights
In-depth analysis of a Vue3 NetEase Cloud Music clone project covering component development, QR code login, Vue Router, and Audio API playback with complete source code.
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·3 min
Complete Guide to Custom Models and Agent Configuration in Trae
A detailed guide to configuring custom models in Trae via provider APIs and proxy APIs, plus how to create personalized agents for your own AI assistant.
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·3 min
Firebase AI Logic Deep Dive: Hybrid Inference, Prompt Templates & Multi-Layer Security Deployment
Deep dive into Firebase AI Logic: server-side prompt templates to prevent leakage, Cloud Function triggers, four-layer security defense, AI monitoring with context caching for cost control, and cross-platform hybrid inference.
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·3 min
Vue 3 in Practice: A Complete Guide to Building a NetEase Cloud Music Clone from Scratch
Build a NetEase Cloud Music clone from scratch with Vue 3, covering Composition API, Vue Router, Pinia, QR code login, audio playback, and local API setup.
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·3 min
Hermes Agent Deployment Guide: Building a Mobile AI Coding Workflow with Telegram
Learn how to deploy Hermes Agent on a VPS with Telegram Bot integration for mobile AI coding. Covers Docker setup, GitHub integration, auto-deployment, and comparison with OpenClaw.
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·3 min
12 Practical Tips for Vibe Coding with Trae SOLO: From Getting Started to Efficient Collaboration
12 practical tips for vibe coding with Trae SOLO covering agent selection, Plan mode, context management, custom rules, and more to build an efficient AI programming workflow.
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·2 min
We Tested 4 AI Models Writing Passive-Aggressive Resignation Letters: Who's the Snarkiest?
We tested 4 AI models writing passive-aggressive resignation letters. See which AI nails irony, rhetoric, and workplace culture — and which ones completely flopped.
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