#Dify workflows
1396 related articles
·3 min
DeepSeek Harness Explained: An Agent Runtime Where Everything Is a Plugin
Deep dive into DeepSeek Harness (DSH): its Agent=Model+Harness formula, Cordis plugin system, four runtime modes, and Trajectory traceability for modular Agent development.
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·4 min
Zero-Code Bioinformatics Tutorial: Building a Bioinformatics Workstation with AI Agents
Learn how to build a zero-code bioinformatics workstation using AI Agents, covering Agent, MCP, and Skills concepts, Claude Code vs Codex comparison, and four bioinformatics-specific Skills configurations.
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·2 min
Does Whispering to AI Agents in Docs Actually Help? A Practical Guide to Agent Instructions in Documentation
Exploring the real effects and limitations of embedding AI agent instructions in project documentation (like AGENTS.md), from prompt engineering to documentation engineering best practices.
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·3 min
AI-Assisted Penetration Testing: A Complete Guide from Weak Password Discovery to SRC Monetization
Complete guide to AI-assisted penetration testing for weak password vulnerability discovery, covering backend identification, search engine dorking, directory scanning, and leveraging AI tools like Claude Code for efficient SRC report submission.
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·5 min
The $60 Billion Cursor Acquisition: Birth and Deep Dive into the AI Programming Operating System
SpaceX acquires Cursor for $60B. How did this AI coding tool evolve from a VS Code fork into a software development operating system? Deep analysis of Agent orchestration, Origin hosting, and model strategy.
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·4 min
Deep Dive into Cursor Origin: Why an AI Editor Is Building a Code Hosting Platform
Cursor launches Origin, a Git platform for the Agent era. Deep analysis of strategic intent, technical architecture, security audit mechanisms, and competition with GitHub, with practical migration advice.
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·3 min
Beyond Vibe Coding: A Practical Guide to Enterprise-Level AI Programming
Go beyond Vibe Coding with enterprise AI programming: Claude Code, Codex tool selection, SuperPower plugin, and SDD workflows for production-ready projects.
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·3 min
The Five-Step AI Coding Method: Mastering Agents Like an Engineer
Matt Pocock's AI coding methodology: a five-step delivery system (Interrogate, Spec, Tickets, Implement, Review) with context management techniques to master any AI coding agent.
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·4 min
The Complete Guide to Claude Code Hooks: How the Automation Mechanism Works and Practical Configuration
Deep dive into Claude Code Hooks' three-layer architecture (Event, Matcher, Handler), covering 10 core Events, 5 Handler types, with practical examples for sensitive data checks and AI-writing detection.
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·4 min
Qwen3 27B + DeepSeek Harness Real-World Testing: Local Open-Source Agent Performance Evaluation
Real-world testing of Qwen3 27B with DeepSeek Harness agent framework: deployment setup, visual understanding, reasoning intensity comparison, and token consumption data across multimodal tasks.
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·3 min
Cursor Turning from IDE into a Chatbot? Why Developers Miss the Old Experience
Cursor is shifting from an AI-enhanced code editor toward conversational Agent mode, sparking developer backlash. We analyze why more powerful AI may sacrifice the IDE experience developers loved.
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·3 min
Getting Started with Codex and Claude Code: A Beginner's Guide to AI Coding Agents
A detailed guide to Codex and Claude Code AI coding agents: core differences, target users, and beginner learning paths. From concepts to environment setup for zero-experience users.
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·3 min
Deep Dive into DeepSeek Harness: A Customizable AI Engine for Test Engineers
Deep analysis of DeepSeek Harness engine's plugin mechanism and Skill system, exploring how engineering governance solves AI test output management challenges.
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·2 min
DeepSeek Harness rc.8 Released: Major Upgrades to Multimodal Image Understanding and Sub-Agent System
DeepSeek Harness rc.8 brings multimodal image processing, on-demand sub-agents, Windows terminal persistence, and SQLite optimization. The open-source Agent framework with 170K+ GitHub stars iterates at remarkable speed.
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·3 min
DeepSeek Harness Deep Dive: The 'Everything Is a Plugin' Paradigm for AI Programming
DeepSeek's open-source Harness framework, built on Cordis Kernel, uses an 'everything is a plugin' design for ultimate customization. Supports multi-model integration, built-in traceability, and Creator mode self-extension.
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·2 min
Shape: A Deep Dive into the Agentic IDE That Unifies Design and Code
Shape is an agentic IDE for designers and programmers, unifying design, coding, Git, and AI chat in one desktop app. A deep dive into its features, positioning, and challenges.
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·4 min
AI-Driven Testing in Practice: A Complete Guide to Building Your Claude Code Testing Workbench
Learn the key differences between AI-driven and AI-assisted testing, plus a step-by-step guide to building a Claude Code + DeepSeek testing workbench with five-layer architecture.
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·2 min
Cursor Opens Its Plugin Ecosystem: Evolving from an AI Editor to an Extensible Development Platform
Cursor open-sources its plugin repository with a TypeScript-based specification. Analysis of the plugin ecosystem architecture, competitive implications for AI coding tools, and how developers can get involved.
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·3 min
Agentic AI Meets RAG, LLM, and RL: A Complete Guide to the AI Agent Technology Stack
Deep dive into how Agentic AI integrates with RAG, LLM, and RL. Explore the agent tech stack's architecture, deployment challenges, and future trends for building production-grade AI applications.
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·2 min
Protobuf Finally Gets LSP Support: A Major Developer Experience Upgrade
Buf team launches LSP support for Protobuf, bringing intelligent completion, real-time error checking, go-to-definition and modern IDE features to .proto files.
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