#prompt writing
3028 related articles
·3 min
Stop Writing Prompts by Hand: Let AI Agents Prompt Themselves
Deep dive into the AI coding paradigm shift: from hand-crafted prompts to self-prompting agent loops. Learn how agent self-review and proactive context fetching enable scalable, high-quality AI coding.
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Tutorials·3 min
Writing Web Novels with DeepSeek: A Complete Prompt Tutorial from Outline to Publication
A complete guide to writing web novels with DeepSeek's Deep Think mode using a five-step method: outline, causal review, characters, chapters, and body text, plus tips for passing platform review.
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·2 min
From Vibe Coding to Spec Coding: A Practical Engineering Methodology for AI Full-Stack Development
From Vibe Coding to Spec Coding: master spec-driven AI engineering with full-stack architecture selection, layered implementation, and team-level methodology.
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·4 min
Deep Comparison of Four Open-Source AI Coding Agents: DeepSeek Harness vs. Prime Agent vs. Pi vs. OpenCode — Which One Should You Choose?
Deep comparison of four open-source AI coding agent frameworks: DeepSeek Harness, Prime Agent, Pi, and OpenCode — covering architecture, performance, security, and use cases.
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·2 min
Annotate: A New Tool That Turns Screen Recordings into AI Coding Prompts
Annotate is a free local-first tool that turns screen recordings with annotations and voice into multimodal prompts for AI coding agents like Cursor, Claude, and Codex.
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·2 min
Major Unsloth Desktop Update: Auto Compaction, Remote Access, and 200+ Merged PRs Explained
Unsloth Desktop releases a major update with experimental auto compaction for long-context management, LAN and remote access support, and 200+ merged PRs improving performance and usability.
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·3 min
Spring AI 2.0 in Practice: A Complete Guide to Building a Code Generation Agent from Scratch
Learn how Spring AI 2.0 natively supports Agent development. Build a code generation assistant by reverse-engineering Claude Code's architecture with Agent Utils, covering task planning, long-term memory, and Tools invocation.
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·3 min
Why Your Local LLM Feels Dumber Than It Actually Is
Local LLM feeling dumber than the online version? This article analyzes causes from quantization loss, context truncation, sampling parameters, and prompt templates, with an optimization checklist.
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·4 min
Hollywood Creatives Forced to Train AI to Replace Themselves: The Cruel Reality of Digging One's Own Grave
Hollywood writers, voice actors, and illustrators are being hired to train AI systems, accelerating the automation of their own careers. A deep analysis of the ethical dilemmas and labor challenges.
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·3 min
OBLITERATUS Open-Source Project Goes Viral: Analyzing the AI LLM Jailbreak Attack-Defense Game
GitHub project OBLITERATUS hits 7900+ Stars, aggregating LLM jailbreak prompt techniques. Deep analysis of AI jailbreak principles, red team security research, and defense-in-depth strategies.
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·4 min
Claude Code vs Codex: A Deep Comparison to Help You Choose the Right AI Coding Assistant
Deep comparison of Claude Code vs Codex: architecture differences, behavior patterns, and use cases. Based on SWE-RPG benchmark data, choose the right AI coding assistant for your team.
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·3 min
Codex GPT-5.6 1M Context Configuration Tutorial & Pitfall Guide
Guide to configuring GPT-5.6-Sol 1M context in OpenAI Codex, with analysis of price doubling, capability degradation, and noise issues, plus practical scenario-based recommendations.
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·3 min
Spring AI 2.0 in Practice: A Complete Guide to Building Intelligent Agents with Java
A deep dive into Spring AI 2.0's core updates — with a hands-on airline assistant project showing how to build AI agents in Java using Tools, MCP, and Skills.
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·3 min
Spring AI 2.0 in Practice: Building an Enterprise-Grade Code Assistant Agent from Scratch
Deep dive into Spring AI 2.0 core updates. Reverse-engineer Claude Code with Agent Utils to build an enterprise-grade code assistant covering ReAct, Tools, MCP, and long-term memory.
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·2 min
Complete Analysis of MCP Protocol Security Attacks: 16 Threat Types Across a Four-Stage Lifecycle
Systematic breakdown of MCP protocol's four-stage lifecycle and 16 security attack types, covering supply chain poisoning, prompt injection, credential theft, and more real-world threats.
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·2 min
n8n Beginner's Guide: A Complete Guide to Building AI Automation Workflows
A comprehensive guide to n8n, the low-code workflow automation platform. Learn about AI Agents, Chain nodes, and Tool nodes to build intelligent automation workflows.
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·4 min
Introduction to Large Language Models: Your First Lesson from Principles to Security Practice
A foundational LLM course for security professionals covering Token probability prediction, hallucination causes, and China's open-source models to build cognitive foundations for AI-powered attack-and-defense exercises.
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·3 min
Practical Tutorial: Using Tongyi Lingma AI to Generate a Repair Website Service Listing Page
Learn how to use Tongyi Lingma AI to generate a repair company service listing page, covering context referencing, layout instructions, natural language debugging, and style unification.
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·3 min
Getting Started with Claude Code: A Complete Tutorial for the Terminal-Native AI Programming Assistant
Complete guide to Claude Code setup, multi-model switching, code generation, and project refactoring. Master this terminal-native AI coding tool for efficient command-line development.
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·3 min
Racing Manga Agent: One-Click Novel-to-Manga Conversion, Fully Offline and Free
Racing Manga Agent converts novel text into complete manga pages with auto storyboarding, character consistency, and dialogue bubbles — fully offline and free.
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