#role-based AI
90 related articles
·3 min
Complete Guide to Connecting Claude Code with Claude Opus 4 via Microsoft Foundry
Step-by-step guide to deploying Claude Opus 4 on Microsoft Azure Foundry and connecting it to Claude Code, covering resource setup, environment variables, and authentication.
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·2 min
CascadeFlow: Deep Dive into the AI Agent Cascading Runtime Optimization Framework
Deep dive into the CascadeFlow open-source framework and how it optimizes AI Agent cost, latency, quality, and policy decisions through cascading runtime mechanisms for production deployment.
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·4 min
OpenAI Engineer's Practice: Agent-Driven Development Methodology in the Era of Free Code
OpenAI engineer Ryan Lopopolo shares 9 months of pure AI agent coding practice, revealing core methodologies including prompt engineering, automated code review, and skill design in the new paradigm where code is free.
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·2 min
Integrating AI Agents into Project Management Tools: A Practical Upgrade from Chat Assistant to Task Execution
A developer upgraded their project management tool's AI from a simple chatbot to an intelligent Agent capable of data queries, document generation, and automated task execution using Function Calling.
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·2 min
Tsinghua and Zhipu Release Full-Stack Web Dev Benchmark: Top AI Models Fail Spectacularly
Tsinghua and Zhipu AI release a full-stack web dev benchmark with three difficulty levels. Top models like Gemini 2.5 Pro see scores plummet from 63 to 11.7 on full-stack tasks, exposing AI's real limits.
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·4 min
Agent Development Learning Roadmap: A Four-Stage Systematic Guide from Beginner to Practitioner
A systematic four-stage learning roadmap for AI Agent development, covering core concepts, classic paradigms like ReAct, multi-agent collaboration frameworks, and hands-on projects to master Agent development skills in 2-3 months.
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·3 min
Deep Dive into How Claude Code Works: Prompt Assembly, Permission Control, and the Skills Mechanism
Deep dive into Claude Code internals: stateless model principles, four-layer prompt assembly, Agentic Loop execution, permission control, and reusable Skills workflow templates for agentic engineering.
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·2 min
Cosmos Unified Agents Platform: A New Paradigm for AI Agent Collaboration Through Shared Context and Memory
Deep dive into how the Cosmos Unified Agents Platform solves multi-AI Agent collaboration challenges through shared context and memory mechanisms, and its positioning in enterprise multi-Agent orchestration.
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·1 min
Microsoft Rayfin SDK Released: Building Secure Enterprise Data Applications on Fabric
Microsoft launches Rayfin SDK to help enterprises quickly build and deploy secure data applications on Microsoft Fabric. Learn about its core features and impact on data development democratization.
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·2 min
AI Agent Permission Management: How Sandboxing Mechanisms Limit Potentially Destructive Operations
An in-depth look at AI Agent sandboxing for permission management — how OpenAI uses execution isolation, resource limits, and progressive trust models to contain potentially destructive operations.
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·4 min
Five Common Misconceptions in AI Agent Development: An Essential Guide Before You Start
Debunking 5 common AI Agent development misconceptions: Agents aren't smarter ChatGPTs, complexity doesn't equal power, and RAG can't cure hallucinations. Learn the right approach to building Agents.
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Product Reviews
OpenAI Codex Role-Specific Plugins Exp…
·2 min
OpenAI Codex Role-Specific Plugins Explained: Reshaping Team Collaboration Workflows
OpenAI launches Codex role-specific plugins covering data analysis, creative production, and product design, integrating 60+ systems to enable closed-loop workflows from ideation to prototype publication.
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Product Reviews
OpenAI Codex Role-Specific Plugins Exp…
·2 min
OpenAI Codex Role-Specific Plugins Explained: Reshaping Team Collaboration Workflows
OpenAI launches Codex role-specific plugins covering data analysis, creative production, and product design, integrating 60+ systems to enable closed-loop workflows from ideation to prototype publication.
Read more →
Tutorials·1 min
Building a Student Club Management System with WeChat Mini Program: A Full-Stack Guide with SpringBoot + UniApp
A detailed guide to building a WeChat Mini Program student club management system with SpringBoot backend and UniApp frontend, covering role permissions, review workflows, and event management.
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Tutorials·3 min
SSM + UniApp Pharmacy Management & Sales Mini-Program: Three-Role Permission System with Real-Time Inventory Synchronization
A pharmacy management & sales mini-program built with SSM and UniApp, featuring three-role permission control, real-time inventory synchronization, and complete e-commerce workflows—ideal for Java graduation projects.
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Tutorials·3 min
Building a Home Appliance Repair Platform on WeChat Mini Program: A Full-Stack Solution with Spring Boot + uni-app
A detailed guide to building a home appliance repair O2O platform on WeChat Mini Program using Spring Boot backend, uni-app frontend, and Vue admin panel with booking, order management, and smart customer service.
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Tutorials·3 min
Building a House Rental WeChat Mini Program: A Full-Stack Guide with UniApp + SpringBoot
A detailed guide to building a house rental WeChat Mini Program with UniApp and SpringBoot, covering three user roles, viewing appointment workflows, and full-stack architecture best practices.
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Tutorials·3 min
Cultural Activity Management System WeChat Mini Program Graduation Project: SpringBoot + UniApp Full-Stack Implementation Guide
A detailed guide to building a WeChat Mini Program cultural activity management system using SpringBoot and UniApp, covering admin, merchant, and user roles with complete business workflows.
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Tutorials·4 min
AI Debugging in Practice: Solutions for 5 Common Mini Program Errors
Using the AI Debugging Trio methodology to solve 5 common WeChat Mini Program errors including cloud function deployment and database permissions, cutting debug time from 5 hours to 2 hours.
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Tutorials·2 min
CLAUDE.md Convention Files: A New Paradigm for Project Development Standards in the AI Programming Era
A detailed guide to CLAUDE.md convention files covering tech stack declarations, frontend/backend standards, and database design rules to help teams standardize AI code generation and boost human-AI collaboration.
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