#Dify
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Tutorials
Codex API Proxy Configuration Tutorial…
·2 min
Codex API Proxy Configuration Tutorial: From Token Creation to Chat Recovery
Complete guide to configuring Codex with an API proxy, covering CC Switch setup, API token creation and import, chat recovery, and troubleshooting for GPT-5.5 access.
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Product Reviews
Cursor Composer 2.5 Hands-On: An AI Co…
·2 min
Cursor Composer 2.5 Hands-On: An AI Coding Model That's Faster and 10x Cheaper
Hands-on review of Cursor Composer 2.5's Agent view, Plan mode, and right panel features. Coding ability matches Claude and GPT top models at up to 10x lower cost with significantly faster speed.
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Tutorials
Codex Chat History Recovery Guide: Mig…
·3 min
Codex Chat History Recovery Guide: Migration Methods After API and Subscription Switching
Learn why Codex chat history disappears after switching between official subscriptions and third-party APIs, with step-by-step migration instructions for modifying session files and SQLite database.
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Product Reviews
Claude Code vs Codex Deep Dive: A Prac…
·3 min
Claude Code vs Codex Deep Dive: A Practical Guide to Choosing the Right AI Coding Tool
A comprehensive comparison of Claude Code and OpenAI Codex covering architecture, use cases, and benchmarks to help you choose the right AI coding tool.
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Industry Insights
The Cnblogs Account Ban Incident: Why …
·3 min
The Cnblogs Account Ban Incident: Why a Legacy Tech Community Is Losing Its Creators
A veteran Cnblogs blogger was banned for 15 days over an AI programming tutorial. This article examines the incident, the platform's declining quality, and the survival crisis facing legacy tech communities.
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Product Reviews
Zion No-Code Platform Hands-On: Buildi…
·3 min
Zion No-Code Platform Hands-On: Building a Production-Ready E-commerce Mini Program from Scratch Without Writing a Single Line of Code
Hands-on review of Zion no-code platform: building a production-ready e-commerce mini program from scratch with visual design, built-in database, workflow orchestration, AI Agent integration, and one-click multi-platform publishing.
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Tutorials
Claude Code Segfaulted All Day — Turne…
·2 min
Claude Code Segfaulted All Day — Turned Out to Be a Node.js Version Incompatibility
Claude Code crashes with Segmentation Fault on startup? This real debug case reveals the fix: Node.js V24 is incompatible with Claude Code. Switch to Node.js 22 LTS to resolve it instantly.
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Tutorials
Claude Code Hidden Configurations Full…
·3 min
Claude Code Hidden Configurations Fully Explained: From Chat Assistant to Semi-Automated Programming Workflow
Explore Claude Code's source code to unlock hidden configurations like Hooks, Agents, Permissions, and Memories. Transform your AI assistant into a customizable semi-automated development workflow.
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Product Reviews
Cursor 3.0 Deep Dive: The AI Agent Com…
·3 min
Cursor 3.0 Deep Dive: The AI Agent Command Center Rewritten in Rust
Cursor 3.0 abandons VS Code entirely, rewritten from scratch in Rust as an AI agent management platform. Deep dive into its three evolutions, Composer 2 controversy, parallel agent orchestration, and the paradigm shift from assisted to autonomous coding.
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Tech Frontiers·1 min
Cloudflare Contributes Critical KV Cache and Mooncake Fixes to SGLang
Cloudflare contributes decode KV cache offload and Mooncake recovery fixes to SGLang, resolving garbled output under high concurrency for Kimi K2.6 and enabling automatic fault recovery in distributed inference.
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Tutorials
Orchestrating AI Agents as State Machi…
·2 min
Orchestrating AI Agents as State Machines: Stop Being a Human Confirmation Button
Explore the next evolution of AI coding: applying CI/CD engineering practices to orchestrate Agents as state machines with YAML templates, Gates, and Dashboards for autonomous multi-Agent progression.
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Tutorials
Claude Code Source Code Study Guide: E…
·3 min
Claude Code Source Code Study Guide: Efficiently Mastering Core AI Agent Development Architecture
Learn AI Agent development from Claude Code's 510K lines of source code, covering Agent Loop, context compression, multi-Agent orchestration, and two efficient study methods.
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Tutorials
Low-Cost Solution for Using GPT Models…
·3 min
Low-Cost Solution for Using GPT Models with Claude Code: Build an AI Programming Workflow for ~$1.50/Month
How to use ClipRoxyAPI local proxy to combine Claude Code's programming UX with GPT Codex Team models for under $1.50/month with ample quota and full privacy.
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Product Reviews
AI Tool Rankings for Solo Businesses: …
·2 min
AI Tool Rankings for Solo Businesses: Top Picks, Alternatives & Open-Source Options Across 7 Categories
A complete AI tool matrix for solo businesses across 7 categories—Text, Image, Video, Audio, Digital Avatars, Coding & Agents—with top picks, alternatives, and open-source options.
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Tutorials
Spring AI Agent Utils: A Java Agent To…
·3 min
Spring AI Agent Utils: A Java Agent Toolkit Reverse-Engineered from Claude Code's Core Features
Deep dive into Spring AI Agent Utils toolkit covering Skill modules, Ask a User Question, To Do Write, Auto Memory, and multi-Agent orchestration — empowering Java developers to build powerful AI Agents.
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Product Reviews
Claude Code with MiniMax M2: Testing a…
·3 min
Claude Code with MiniMax M2: Testing a Low-Cost AI Coding Solution Across Three Real Projects
Real-world testing of MiniMax M2 as Claude Code's backend model across three projects: framework migration, iOS development, and full-stack MVP — at just 8% of Claude's price.
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Product Reviews
Deep Dive into Cursor's Pay-Per-Use Re…
·3 min
Deep Dive into Cursor's Pay-Per-Use Refill Plan: Is Using Official Pro Accounts at 65% Off Reliable?
Deep analysis of Cursor's pay-per-use refill plugin: account rotation mechanism, tiered discounts, full model support, and objective assessment of compliance risks and data security concerns.
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Tutorials
AI Programming Spec Sheets: 30 Lines o…
·3 min
AI Programming Spec Sheets: 30 Lines of Configuration Saves Five Rounds of Rework
Replace vague prompts with spec sheets—30 lines of config gets AI coding right the first time. Covers the six-element framework, three-tier boundaries, and three iron rules to eliminate rework.
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Tutorials
Codex Security Guide: Five Key Princip…
·3 min
Codex Security Guide: Five Key Principles for Permission Management
A detailed guide to OpenAI Codex permission management covering workspace setup, three permission modes, approval mechanisms, risk-level management, and five safety mantras for secure AI coding.
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Tutorials
Claude Code Desktop Installation & Con…
·3 min
Claude Code Desktop Installation & Configuration Guide: No Account Required + DeepSeek Integration + Chinese Localization
Step-by-step guide to install Claude Code Desktop, use it without an account via Developer Mode, integrate DeepSeek models through CSwitch, add Chinese localization, and configure custom Skills.
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