#App Router
501 related articles
·3 min
The Ultimate Guide to Squeezing Every Drop from Mythos/Fable: Burning Through $8,000 in Inference Credits in 10 Days
Deep dive into maximizing Anthropic's Fable/Mythos model: 5-hour limit workarounds, dual account rotation, multi-Agent orchestration, and Mac Mini remote deployment to get $8,000 of inference from a $200 subscription.
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·4 min
Connecting OpenAI Codex to Chinese AI Models: A Zero-Barrier AI Programming Guide
Learn how to connect OpenAI Codex to Chinese AI models like DeepSeek and Volcano Engine via CC Switch, with a step-by-step guide and a 2048 game demo.
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·3 min
Four-Layer Funnel Architecture: A Design Guide for Production-Grade Agent Intent Routing Systems
Deep dive into a four-layer funnel intent routing architecture (regex, vector routing, LLM FC, safety net) solving intent confusion, multi-intent gaps, emotional hijacking, and routing avalanches.
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·2 min
AICodeSwitch Routing Management Explained: The Core Mechanism Behind Intelligent Request Distribution
Deep dive into AICodeSwitch routing management: architecture, six request type matching rules, intelligent failover, overage limits, and more for multi-model smart distribution.
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·3 min
Java Developer's Guide to AI Application Development: From Spring AI to Intelligent Customer Service
A comprehensive guide for Java developers transitioning to AI application development, covering Spring AI, RAG, Function Calling, and a hands-on airline intelligent customer service project.
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·3 min
Three Forms of AI: From Chat Windows to Collaborative Work to Command Line
AI isn't just a chat window. This article explains AI's three forms: Chatbox, Cowork, and CLI, with selection advice for Claude, Codex, Kimi, and DeepSeek.
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·4 min
Complete Guide to Commercial AI Agent Development: From Requirements Analysis to Production Deployment
Complete guide to commercial AI agent development from scratch, covering requirements analysis, architecture design (ReAct framework, deep search, intent recognition), hands-on Coze platform implementation, workflow creation, and production deployment.
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·3 min
Complete Guide to Alibaba Cloud Website Architecture: The Full Request Path from DNS to Auto Scaling
A systematic guide to Alibaba Cloud website architecture covering DNS, CDN, WAF, CLB/ALB, ECS, Redis, NAS/OSS, and auto scaling along the full user request path.
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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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·2 min
Perplexity Partners with Intel: Local AI Models and Hybrid Inference Come to Laptops
Perplexity partners with Intel to bring local AI models and hybrid inference to Core Ultra Series 3 laptops. We break down the architecture, NPU capabilities, and the cloud-to-edge AI trend.
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·3 min
Five Common Claude Code Mistakes — How Many Are You Making?
Five common Claude Code mistakes developers make: copy-pasting code, skipping CLAUDE.md, inefficient prompting, ignoring docs, and poor context management — with fixes.
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·2 min
ZCodeAI Free AI Agent Tool Review: Multi-Model Aggregation at Zero Cost
Detailed review of ZCodeAI, a desktop AI Agent tool by ZhiPu featuring free built-in models like DeepSeek V4 Flash and Xiaomi MiMo, with multi-model aggregation and no API Key required.
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·2 min
Nex N2 Pro Real-World Testing: Top 5 on Official Benchmarks, Only 12th in Independent Tests
Deep-dive testing of Nex N2 Pro open-source Agent model comparing official benchmarks vs independent results. The 397B parameter model shows decent frontend generation but ranks 12th independently, not top 5 as claimed.
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·4 min
Claude Code Workflow in Practice: From Requirement Grilling to AFK Agent Auto-Coding
A detailed walkthrough of building real features with Claude Code: Grill Me requirement interrogation, auto-generated PRDs, AFK agent coding, and QA iteration loops with DDD and TDD strategies.
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·3 min
Practical Guide to Configuring 6 Major AI Coding CLI Tools on Windows
Complete guide to configuring Claude Code, GitHub Copilot CLI, OpenAI Codex, Trae, and OpenCode on Windows, covering environment variables, API setup, and model configuration.
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·3 min
Cross-Location AI Agent Connectivity: A Complete Guide to Smart Networking Solutions for Enterprises
Enterprises deploying AI Agents across locations face network connectivity challenges. Learn how smart networking solutions enable low-cost, unified access to internal resources like knowledge bases and OA systems.
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·3 min
LFM2.5 Local Deployment Hands-On: An 8B Parameter Model That Outperforms GPT-o3s in Tool Calling
Hands-on test of Liquid AI's LFM2.5 local deployment: architecture breakdown, 16GB VRAM troubleshooting, and GraphRAG tool-calling benchmarks vs GPT-o3s.
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·2 min
Claude Fable 5 Coding Stress Test: Three Hardcore Tasks, All Passed — Plus a Hybrid Cost-Saving Strategy
Hands-on test of Claude Fable 5 on 3D world generation, real repo bug fixing, and physics coupling simulation — all passed first try. Plus a hybrid cost-saving strategy with DeepSeek.
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·3 min
Free Claude Code and Codex for Chinese Developers: CC Switch Configuration Guide
Learn how to use the open-source tool CC Switch to connect Claude Code and OpenAI Codex with domestic Chinese LLM APIs like DeepSeek, enabling free access to top AI coding tools.
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·2 min
Trae IDE Custom Model Integration Tutorial: Complete Guide to Configuring Third-Party APIs
Learn how to integrate custom models in Trae IDE, including step-by-step configuration for third-party APIs like OpenRouter and DeepSeek to overcome built-in model limitations.
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