#prompt debugging
1549 related articles
·3 min
Two Highly Effective AI Debugging Prompts: Cracking YOLOv8 and OpenCV Challenges
In-depth analysis of two battle-tested AI debugging prompts for diagnosing YOLOv8 training mAP collapse and OpenCV RTSP stream corruption, revealing structured debugging prompt design patterns.
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·4 min
5.2 Billion Tokens in Practice: One Developer Built a Commercial-Grade RBAC Admin System with Cursor
A developer used 5.2B Tokens with Cursor to solo-build a commercial RBAC admin system. Key lessons on AI constraints, quality engineering, and human-AI collaboration.
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·3 min
Piper Agent + Qwen Hands-On: Auto-Generating a Playable Game with AI in 3 Minutes
Hands-on test of Piper Agent with Qwen 3.6 A3B model, auto-generating a playable game in 3 minutes. Deep dive into how Agent frameworks and MoE small models collaborate for AI-driven development.
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·3 min
Semantica: Graph-Native Context Infrastructure That Gives AI Agents True Contextual Understanding
Deep dive into Semantica, an open-source graph-native AI context infrastructure. Learn how knowledge graphs replace traditional RAG to improve agent context understanding and decision traceability.
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·6 min
AI Learning Roadmap for Everyday Programmers: From Math Fundamentals to Hands-On Agent Development
An AI learning roadmap for everyday programmers covering math basics, deep learning, Transformers, LLM fine-tuning, RAG, and Agent development across five stages.
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·3 min
Qwen 3.8 Flash Next Hands-On: Single-GPU Deployment That Outperforms DeepSeek V4?
Hands-on review of Qwen 3.8 Flash Next: Ngram architecture explained, single 96GB GPU deployment, eight-benchmark comparison vs DeepSeek V4 Flash, plus API pricing analysis.
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·3 min
mloda 0.11: Plugin Resolution Errors Evolve from One-Line Messages to Full Elimination Trails
mloda 0.11 redesigns plugin resolver error reporting, upgrading terse one-liners into full elimination trail diagnostics with structured data, exception isolation, and pre-check consistency.
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·4 min
Unitree G1 Robot Dancing K-pop: A Complete Breakdown of Video-to-Motion Generation Technology
Deep dive into how the Unitree G1 humanoid robot generates dance moves from a K-pop video, covering imitation learning, Sim-to-Real deployment, and motion retargeting.
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·3 min
Getting Started with Agent Skills: From Using AI to Developing Intelligent Agent Capabilities
A deep dive into Agent Skills: core concepts, file structure, and practical applications. Learn the SKILL.md metadata, references, scripts, and assets mapping to build reusable, extensible Agent capabilities.
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·2 min
GitNexus: Replacing Vector Retrieval with Code Knowledge Graphs, Cutting AI Coding Costs by 51%
GitNexus is an open-source code knowledge graph kernel that replaces vector embeddings with deterministic graphs for coding AI Agents, cutting costs by 51% in official benchmarks. Supports MCP protocol for plug-and-play integration.
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·3 min
AI-Written Code Is Still Your Code: Are You Ready to Take Responsibility?
AI-generated code is still your responsibility. This article examines review fatigue, vibe coding risks, knowledge hollowing, and how to maintain accountability when using Copilot and other AI tools.
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·4 min
Can GPT Generate a AAA Game with One Click? A Deep Dive into the Real Boundaries of AI Game Development
Can GPT-7 one-shot a AAA game better than Star Citizen? This article analyzes AI's real capabilities in game development and why one-click AAA generation remains fantasy.
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·4 min
Agent Skills in Practice: A Complete Tutorial on Building an AI Skill System with OpenCode
Learn the key differences between Agent Skills and MCP. Step-by-step tutorial on configuring OpenCode's official skills library for on-demand AI capabilities like PDF parsing.
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·2 min
Enter Pro: A Deep Dive into the AI-Native All-in-One Application Development Platform
Enter Pro is an AI-native all-in-one app development platform with built-in databases, auth, payments, hosting, and more. A deep dive into its features, architecture, and competitive positioning.
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·3 min
Nvidia's AVO Achieves Perfect Score on ARC-AGI-3: A Breakthrough in Interactive Reasoning
Nvidia's AVO system scores 100% on the ARC-AGI-3 interactive reasoning benchmark. We analyze the technical significance, reasons for caution, and implications for AGI research.
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·2 min
Claude Code Weekly Limit Cut by 17%: How Should Developers Respond?
Claude Code recently cut its weekly usage limit by ~17%, sparking developer debate. This article analyzes the reasons, real-world impact, and strategies to adapt.
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·4 min
AI Agent Development in Practice: A Complete Breakdown from Framework Selection to Production Deployment
A systematic breakdown of the complete AI Agent development workflow covering framework selection, tool invocation, data processing, and deployment to help developers build production-ready agents.
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·3 min
DeepSeek Harness and the Codis Architecture Explained: Agent Development Enters the Plugin Era
DeepSeek Harness broke GitHub Star velocity records on launch. Its Codis architecture turns Agent development from reinventing the wheel into plugin-based assembly, drastically lowering the barrier for vertical domain Agents.
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·3 min
Getting Started with Vibe Coding: The Core Logic and Methods of Programming with an AI Mindset
A deep dive into Vibe Coding's core logic — from prompt engineering to AI programming practice. Master requirement decomposition, multi-tool workflows, and code debugging.
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·4 min
Getting Started with Claude Code: A Complete Guide from Installation to the Fifth Stage of AI Programming
A deep dive into Claude Code's positioning, installation, and usage tips, covering the five stages of AI programming evolution and how developers can build competitive advantages in the AI era.
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