#AI-driven debugging
120 related articles
·3 min
Agentic Loop in Practice: Lessons from 86 AI Agents Building a GTA 6 Prototype in 22 Hours
A developer used an Agentic Loop with 86 AI agents over 22 hours to build a GTA 6-style 3D game prototype from scratch. Key insights on structured JSON debugging, multi-agent orchestration, and AI coding boundaries.
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·2 min
Opus 5 Generates a Kart Racing Simulator from a Single Prompt: 3D Spatial Understanding Put to the Test
A developer tests Anthropic's Opus 5 model, generating a playable kart racing simulator from a single prompt. Deep analysis of its 3D spatial understanding and industry implications.
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·3 min
2x, Not 10x: The Real Productivity Gains from Programming with LLMs
The 10x AI programming productivity myth debunked. Learn why 2x is the realistic gain from LLM-assisted coding, why generation outpaces verification, and practical tips for developers and teams.
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·2 min
EasyCircuit Deep Dive: How an AI Circuit Copilot Makes Hardware Prototyping as Simple as Writing Code
EasyCircuit is an AI-powered hardware prototyping tool that turns natural language into circuit designs with auto component selection and staged assembly guidance, making hardware accessible to all.
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·4 min
Pure Vibecoding Builds a 130+ Card Multiplayer CCG: Full AI Tech Stack Breakdown
An indie dev built a 130+ card multiplayer CCG entirely through vibecoding with Claude Code, GPT, and ElevenLabs. Full AI tech stack breakdown and analysis of vibecoding's capabilities and limits.
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·2 min
AI-Automated Cyberattacks Emerge: Security Boundaries Are Being Reshaped
In-depth analysis of AI-driven automated cyberattack trends, exploring LLM weaponization risks, what rogue AI really means, and how enterprises can build AI defense systems against emerging threats.
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·3 min
Building a Custom Switch Management Interface with Gemini: AI-Powered Network Operations in Practice
A Homelab user leveraged Gemini AI to build a custom web management interface for an HP switch via REST API, enabling port control, PoE management, and connection visualization.
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·2 min
A Beginner's Guide to Vibe Coding: Building Your Career Moat with AI Programming
A detailed guide to Vibe Coding with AI programming tools like Claude Code, Cursor, and Codex. Learn how to leverage AI-driven development to ship products independently and build lasting career value.
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·3 min
How Student Robotics Programs Are Igniting Passion for Future Manufacturing Careers
How student robotics programs use CAD, computer vision, CNC machining, and full tech stacks to spark youth interest in manufacturing and automation careers, bridging STEM education and industry needs.
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·5 min
From Vibe Coding to AI Engineering: A Complete Guide to Enterprise-Grade Development
In the AI programming era, Vibe Coding alone can only build toys. This article deeply analyzes the complete engineering path from Vibe Coding to SDD spec-driven development, covering Claude Code and Codex tool selection, the SuperPower plugin, and domestic LLM comparisons.
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·3 min
Claude Code Artifacts Now Open: AI Agent Race Shifts Into High Gear
Claude Code Artifacts opens to Pro/Max users with real-time web deployment. Roundup of AI Agent news: Alipay Abao beta, ByteDance EdgeBench, Microsoft Frontier Company, and OpenAI/Anthropic compute strategies.
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·3 min
AI Toolchain-Driven Development: A Guide to Rebuilding Programmer Core Competencies
AI is driving software development's third tool revolution. Explore how MasterGo AI, Cursor, and similar tools span design to code, and learn the future competitiveness formula: full-stack skills + AI proficiency + real-world experience.
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·3 min
Zero-Code Cinematic Websites: A Complete Guide Using GPT Image 2 + Claude Code
No coding needed: use GPT Image 2 for assets, Claude Code for development, and Vercel for free deployment to build a cinematic scroll-driven brand website.
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·2 min
Why System Architects Are Becoming the Most In-Demand Tech Talent in the AI Era
A veteran architect with 10+ years of experience reveals: in the AI coding era, the real scarcity isn't people who write code — it's people who design great systems.
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·3 min
AI Testing End-to-End in Practice: A Complete Guide from Test Case Generation to Agent Automation
A deep dive into AI testing workflows: API capture, test case generation, Agent orchestration, and automated execution. Learn the two core challenges — incomplete information and mandatory human review.
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·2 min
Vibe Coding: A Complete Beginner's Guide to Building Products with AI
What is Vibe Coding? A complete guide covering core concepts, mindset shifts, and practical tips. No coding background needed — just clear intent and AI.
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·3 min
AI Tool Selection Guide for Test Engineers: A Hybrid Approach to Avoid Three Common Pitfalls
How should test engineers choose AI tools? This guide breaks down the pitfalls of pure AI solutions and recommends a hybrid strategy using tools like DeepSeek, TRAE, Claude Code, and Skill encapsulation.
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·3 min
The Complete Guide to OpenAI Codex: AI Agent Programming and Automation in Practice
A deep dive into OpenAI Codex: browser automation, Goal execution, plugins, Skills ecosystem, and coding power. Master 90% of Codex's features and transform your workflow.
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·3 min
AI-Powered OSINT in Practice: A Learning Path and Tool Guide for CS Professionals
How can OSINT practitioners with a CS background automate intelligence with AI? This guide covers computer vision, VLMs, and Agent frameworks including YOLO, SAM, and Grounding DINO.
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·3 min
AI-Powered Home Server Setup from Scratch: Hardware Selection to Remote Management
With AI tools, beginners can build a home self-hosting server without years of experience. This guide covers hardware selection (HP EliteDesk, ZFS, IP-KVM), Docker deployment, and how AI compresses the technical learning curve.
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