Unsure about blindly letting AI 'code' for you? Meet Ordewell
Introducing Ordewell, a tool that systematically manages complex goals for AI coding agents—from planning to verification.
Tag: Coding
Can AI Review My Code? Is a $1.20 AI Model Enough?
Comparing the code review performance and cost-efficiency of the latest AI models: GPT-6 Astra and the low-cost GPT-5.6 Luna.
AI
PyTorch
Curious about the 'bones' of AI? OpenArch, an open-source project to assemble models yourself
Introducing OpenArch, an open-source project that allows you to learn the principles of AI by directly implementing the architecture of modern large language models like Llama and Qwen using PyTorch.
3DModeling
CAD
3D Design via Code? CadQuery vs OpenSCAD: Which Tool is Right for You?
We compare the pros and cons of CadQuery and OpenSCAD, parametric CAD tools that create 3D models through coding, and explore which tool is more advantageous from the perspective of AI utilization.
Did AI Really Build an Earth Exploration Site in Just 5 Prompts?
Discover the capabilities of the latest AI model, GPT-6 Astra, which can build complex websites and games from natural language commands without coding.
AI Coding for Me? Real AI Performance Seen Through the 'Agents on Rails' Benchmark
We explain clearly and concisely how well AI coding agents perform on real-world Ruby on Rails projects, based on the latest benchmark results.
Is the Era of AI 'Reading' Code Over? The Rise of 'Benzi,' the New Powerhouse in Code Writing
A clear explanation of Benzi, a new approach that transcends the limits of AI coding tools, offering an efficient coding environment and the principles behind it.
How Does AI Think? Building the World of 'Transformers' Directly in Your Web Browser
Demystify the brain of artificial intelligence—the Transformer model—by building and visualizing it directly within your web browser.
AI Coding, Now in the Era of 'Cost-Effectiveness'? Cognition's New Model 'SWE-2' Arrives
A new AI model, SWE-2, has been launched, offering coding capabilities comparable to top-tier models at a quarter of the cost.
Are you losing the core in AI's wordy answers? Introducing 'i-have-adhd'
Introducing 'i-have-adhd,' an ADHD-friendly tool that cleanly organizes long explanations from AI coding assistants.
The AI Developer in Your Pocket: Is the Secret in 'Ultra-Lightweight Virtual Computers'?
An easy-to-understand explanation of the principles behind microVMs—the core technology that allows AI agents like Claude Code and Instinct to code safely and efficiently on smartphones and laptops.
Who Do AI Coding Tools Choose? Surprising Results Revealed by 17,000 Experiments
We explore how AI agents like Claude Code, Cursor, and Codex choose third-party tools, based on 17,000 test runs.
Giving 'Memory' to AI Coding Assistants: Git-based OKF Agent Memory
Introducing OKF Agent Memory, a Git-native memory solution that reduces unnecessary costs for AI coding agents while allowing them to perfectly remember project context.
Your Personal AI Coding Assistant: How to Groom an 'Expert'? Everything About Claude Code Skills
Learn how to turn Claude Code, your AI coding assistant, into your own specialized developer by leveraging the concept of 'Skills' and advanced context engineering techniques.
Did You Say 90% Cost Reduction by Giving 'Errands' to Your AI Coding Assistant?
Learn how to drastically reduce token costs for AI coding agents through 'Portal,' a technology released by Spotify.
Coding AI Remembers My Decisions? How 'Funes' is Changing the Future of Development
How the open-source tool 'Funes' released by Hugging Face enables coding AI to perfectly remember and reuse the context of a user's past work.
Can AI Review Code Directly? The Changes and Cost Secrets Brought by GPT-6 Astra
We break down the incredible performance of the latest AI model, GPT-6 Astra, its application in code review, and its substantial pricing policy in easy-to-understand terms for everyone.
The Arrival of GPT-6 Astra: Will Coding AI Now Become an 'Expert-Level' Practical Partner?
We explain in simple terms the changes in coding and reasoning performance unveiled by OpenAI’s next-generation model, 'GPT-6 Astra,' and what this means for our daily lives.
Entrusting Coding to AI and Finding a 17x Cost Difference? The Secret of 'Harnesses'
A research study has revealed that using the same AI model can lead to cost differences of up to 17.5x depending on the coding agency system (harness) used.
Can AI Fix My Code and Protect My Security? The Changes Gemini 3.8 Flash Will Bring
We explain the features and impact of Google's new AI model, Gemini 3.8 Flash, and its cybersecurity-specialized counterpart, Gemini 3.8 Flash Cyber.
AI Finds Security Holes on Its Own? Google Announces Gemini 3.8 Flash
An overview of Google's new AI model Gemini 3.8 Flash and the security-focused Flash Cyber, including their features and potential impact on our daily lives.
Stop Saying 'Please Do Your Best' to AI: Moving Beyond 'Vibecoding' to True Engineering
Learn how introducing 'Agent Skills' for AI coding agents makes development more structured and professional.
AI Writes and Fixes Code? How 'ChatGPT Codex' is Changing the Landscape of Development
A plain-language guide to understanding the identity and features of Codex, the developer-focused AI embedded within ChatGPT.
Could an AI Coding Assistant Hack Me? The Security Holes of 'AutoMode'
A severe security vulnerability has been discovered in the recently released AutoMode of Claude Code Opus 5. Why can AI coding assistants be dangerous, and what should we watch out for?
Is My Coding History Public? Alert Regarding Claude Code's 'Session URL'
We examine concerns and mitigation strategies regarding the session URLs that Claude Code automatically appends to commit messages, which could potentially expose private information and confidential data.
Pi with your Claude subscription? Introducing 'Pi-Black', a smart connection for developers
Learn about Pi-Black, a tool that lets you leverage your existing Claude Pro or Max subscription for more powerful coding assistance in the Pi AI tool.
Why do many developers miss the early 'Claude Code'?
We discuss the early version of Claude Code—a tool that has undergone significant changes—and why developers loved its uniqueness.
Does AI understand my code? Opening the black box of AI development with 'GitMir'
Introducing GitMir, an open-source development tool that makes AI coding tools like 'Claude Code' more transparent and effective.
The Truth About AGENTS.md: The Magic File That Makes Coding AI Smarter
AGENTS.md files allow you to provide AI coding agents with project-specific rules. But do they actually work?
How Much Is My Coding AI Costing Me? A Guide to 'Frugal Tokens'
With an ever-growing list of AI coding tools, how can you effectively manage and track the AI costs that might be slipping past you?
An AI Assistant in My Computer? Here Comes 'Fx', a 6MB Ultra-Lightweight Coding Agent
Learn about Fx, an open-source, 6MB coding agent that runs instantly from the terminal without heavy installation processes.
Have you heard of 'ChatOSS', an AI coding assistant that runs directly on your computer?
Introducing ChatOSS, a desktop app that uses open-source AI models to help you code safely and freely on your own computer.
Claude Code usage is changing tomorrow: How to avoid surprises
Anthropic's AI coding tool, Claude Code, is ending its weekly usage bonus tomorrow. Here's a breakdown of the changes and smart usage tips.
AI Coding on Its Own? The New Era Opened by 'Prime Agent'
An easy-to-understand explanation of 'Prime Agent,' a self-improving AI coding tool that learns and develops on its own. Learn how AI modifies and improves its own capabilities.
AI Coding Assistant: Is It Time to Switch to a 'Chinese Model'? Kimi K3 Meets Claude Code
Discover how to connect the recently released powerful AI model 'Kimi K3' to the popular coding agent 'Claude Code' and explore its performance.
Mathematical Problems, Perfectly Verified by AI and 'Coding': The MathCode Story
Discover MathCode, which converts complex mathematical problems explained in natural language into code for logical verification.
AI Writes All the Code? Why More Developers Are Returning to Hand-Coding
In the age of AI, why are developers reconsidering the act of hand-writing code? We break down the reality of AI coding and the dilemmas faced by developers.
Gifting 'Memory' to AI Coding Assistants? Reducing Token Consumption by 42% with Graft
Introducing Graft, a new tool that effectively reduces wasted tokens when using Claude Code by preventing the need to re-read code from scratch every time.
Maximizing the Value of Your AI Coding Partner, 'Claude Code'
Learn how to increase your development productivity efficiently by managing sessions and optimizing tokens when using Claude Code, an AI coding tool.
AI-Generated Code: 4 Out of 10 Are Flawed? The Betrayal of 'GPU Kernels'
It has been revealed that a significant number of GPU kernel codes written by AI contain defects. We introduce a new 'contract-grade' verification tool to solve this problem.
From Coding to Agent Tasks? The Smarter 'Gemini 3.7 Flash' Has Arrived
An easy-to-understand breakdown of the features and utility of Google's latest ambitious AI model, 'Gemini 3.7 Flash', in coding and practical work.
Coding Skills Skyrocket? Google's New Smart Worker, Gemini 3.7 Flash
Easily explains the performance and enhanced coding capabilities of Google's newly announced AI model, Gemini 3.7 Flash, and its impact on our daily lives.
AI coding assistants know our company secrets? Spotify's new challenge, 'Xirp'
Introducing 'Xirp,' Spotify's new development environment that efficiently manages AI coding agents in one place while sharing the company's internal context.
An AI Coding Assistant You Can Use Without Installation? Introducing the 15MB Executable 'Ante'
Discover Ante, an ultra-lightweight AI coding agent that works offline without complex environment setup.
AI Does the Coding? Time to Look Inside the AI's 'Workspace'
In an era where AI handles coding tasks autonomously, we introduce OpenChamber, an agentic development environment that allows you to monitor and manage the AI agent's work process at a glance.
An AI Colleague Working in Your Terminal? Meta's 'MuseCode' Arrives
A simple explanation of the features and characteristics of Meta's newly unveiled terminal-based AI development tool, MuseCode, and how it is changing the AI development landscape.
Bringing Your Team's Coding Style to AI: Smart Collaboration with ‘Agent Skills’
Explore the concept and application of 'Agent Skills'—a way to teach your team's specific coding standards and workflows to AI coding tools like Claude Code and Codex.
The 1MB Coding Assistant in Your Computer: 'MicroCodex' Arrives
Introducing MicroCodex, an ultra-lightweight AI coding agent under 1MB, built with 8,000 lines of C++ code.
AI Coding Assistants, 90% Cheaper? Exciting Changes Surrounding 'Claude' and 'Codex'
An easy-to-understand explanation of the latest trends in AI tool usage for developers, including the removal of limits on AI coding tools and open-source alternatives.
AI Coding Assistant, 'Codex'-level performance anywhere? The secret of 'Nanocodex'
An easy-to-understand explanation for non-experts on how the Rust-based open-source tool Nanocodex provides powerful performance to AI coding agents, helping developers experience 'Codex'-level efficiency anywhere.
How AI Coding Assistants Escape 'Amnesia': The Wienerdog Story
An AI coding assistant that repeats the same mistakes—can it finally gain memory? Explore AI self-improvement techniques through Wienerdog.
Working with Multiple AI Coding Assistants? See Everything at a Glance with 'Cockpit'
Introducing 'Cockpit,' a Rust-based terminal tool that lets you monitor and manage the status of multiple Claude Code agents simultaneously.
What if your AI PM suggests 'firing' your coding agents and building new ones?
If your AI PM proposes replacing your coding agents, what's really the problem? We explore the reality and limitations of AI coding agents.
Do you know 'SKI', the AI Voice Coding Tool ushering in a Hands-Free Coding Era?
Learn easily and engagingly how 'SKI,' an AI voice coding tool that lets you write code by conversing with an AI coding assistant, will change developers' workflows. Explore the benefits and future of on-device voice coding.
AI Coding Assistants: Is It Okay to Use Multiple at Once? The Rise of the 'Local Merge Queue'
An easy-to-understand guide to ClaudeCodeMergeQueue, a 'local merge queue' tool that solves conflicts and resource issues when multiple AI coding agents work simultaneously.
No AI-Generated Code Allowed? Why the Heart of Java, OpenJDK, Has Issued an 'AI Ban'
An easy-to-understand explanation of the background behind OpenJDK’s recent AI-generated code ban policy and what it means for the software ecosystem.
Working with 10 AI Coding Assistants at Once? The Rise of the 'Agent Manager' Terminal Controller
Introducing 'Agent Managers,' Tmux-based tools that efficiently manage multiple AI coding agents from your terminal.
Can you trust 1,000 lines of AI-generated code? 93 lines of ‘gold standard’ have the answer
Instead of manually reviewing complex code generated by AI, this article introduces the latest software engineering method that ensures trust by verifying short, perfect blueprints (specifications).
AI
Design
Why Do All AI-Generated Websites Look the Same? Fixing AI Habits with 'Hallmark'
How to break free from the monotonous designs created by AI coding tools. Introducing 'Hallmark,' an open-source design skill.
AI Writing Code? Developers' Choice Was 'Codex'
Between OpenAI's Codex and Anthropic's Claude Code, which AI coding tool is more beloved by developers lately? Exploring the AI coding agent trend through Homebrew installation statistics.
My AI Coding History Vanished? Understanding Claude Code's 30-Day Deletion Rule
We explore why the AI coding tool Claude Code automatically deletes user chat history after 30 days, the reasons behind it, and how to solve it.
AI Coding Assistant Costs: What is the Real Impact of 'RTK' Which Promises to Cut Them by 90%?
We analyze the reality and actual efficiency of RTK technology, which is touted to dramatically reduce token costs incurred when using AI coding tools.
How to build your own AI service? Why the 'Claude Cookbook' is the answer
We explore the 'Claude Cookbook,' Anthropic's official guide that helps even development beginners easily implement AI services using the Claude API.
Manage Your AI Coding Agents from the 'Cockpit': Introducing PlanWright
Introducing PlanWright, a solution for efficiently managing multiple AI coding tools and enhancing collaboration. Learn how to boost development productivity and explore future prospects.
AI Writing Code? Time to Start 'Conducting': Open-Source AI Agent Workbench 'Juggler'
Introducing Juggler, an open-source tool that lets you manage multiple AI coding agents through a visual interface instead of terminal commands.
AI is coding for me, so why has it gotten so slow? The secret behind GPT-5.6 Sol
Confused because your coding speed has slowed down or tokens are depleting rapidly while using the latest AI model, GPT-5.6 Sol? We explain the reasons and solutions in simple terms.
Why Microsoft Chose Its Own Copilot CLI Over AI Coding Tool Claude Code
Microsoft is transitioning thousands of engineers from Anthropic's Claude Code to its own GitHub Copilot CLI. High costs and a strategic shift towards AI tool self-reliance are the main reasons.
AI Found All the Bugs in My Code? Don't Fall into the Trap of Numbers
An easy-to-understand explanation of the gap between benchmark scores, which are performance metrics for AI code review tools, and actual code quality, and why you should be cautious when choosing AI tools.
My coding assistant is a chatterbox? The hidden 'data cost' war of AI agents
We compare the token efficiency of Claude Code and OpenCode, the terminal AI coding agents beloved by developers, and explain the secret behind the data AI assistants consume before they even start working.
Coding AI 'Claude Code' usage limits increased by 50%? If you're a developer, check this out now!
Usage limits for the AI coding tool Claude Code have temporarily increased by 50%. We explain who is eligible, the duration, and why this matters.
AI
Creation
AI Writes Code for You? Introducing SubjectiveZero, a 'Thinking' Tool for Artists
Discover SubjectiveZero, an open-source agentic tool that turns your visual ideas into real-time graphics without needing to know how to code.
My AI coding assistant, could it be doing 'dangerous things' without me knowing?
Learn how to safely use AI coding agents like Claude Code and Cursor, and get the news on new security policies.
AI Makes Coding Smarter and Cheaper? OpenAI's GPT-5.6 Sol, The Secret to 54% Efficiency Improvement
Explaining in simple terms why OpenAI's latest AI model, GPT-5.6 Sol, is 54% more efficient in coding tasks, and what this means for businesses and developers.
Can AI Do the Coding for Us? Testing GPT-5.5, Claude, and Grok 4.5 with the Same Apps
We compare the performance and differences of the latest AI models—GPT-5.5, Claude Opus 4.8, and Grok 4.5—by having them develop the same applications.
Mapping 50,000 Lines of Code in 10 Seconds? How 'Onboard-CLI' is Changing the Coding Landscape
Introducing Onboard-CLI, an AI-powered tool that helps you grasp massive codebases at a glance and prevent messy code before it happens.
A New Heavyweight in Coding AI? Why 'SWE-1.7' Is Turning Heads
The latest AI model, SWE-1.7, delivers performance comparable to high-end coding AIs like GPT-5.5 and Claude Opus at a fraction of the cost. We break down the differences and what they mean.
AI Coding Skills: Do We Need to Rethink the Test? OpenAI's Decisive Move
OpenAI has ceased recommending 'SWE-Bench Pro,' previously a standard for evaluating AI coding capabilities. The discovery of errors within the tasks themselves has raised red flags regarding the reliability of AI performance metrics.
Coding Agent, Now on Your Smartphone Without a Laptop? The Incredible Arrival of Shellular
Introducing Shellular, an app that allows you to directly control powerful AI coding tools like Claude Code and Codex from your smartphone.
AI Writing My Code? The 2026 Development Landscape Painted by ClaudeCode, Codex, and Grok
Easily understand how AI coding tools like ClaudeCode, Codex, and Grok are transforming software development in 2026 and their impact on general users.
Can AI See Through the 'Fat' in Coding? The Emergence of 'Lean Software Scaling Laws'
An easy-to-understand explanation of the research into 'Lean Software Scaling Laws,' which explores how AI models can understand larger-scale software code and make it safer.
Command Your 'AI Coding Assistant' in Your Hand? Cursor Mobile App Released!
Now, remotely control your AI coding agent with your smartphone and implement programming ideas on the fly. Discover how the future of development will change.
AI Creating Its Own 'Test Questions'? The New Evolution of Coding Agents: Ornith-1.0
Ornith-1.0, an open-source coding AI released by Deep Reinforce, builds its own coding environments and solves problems independently. An easy explanation for everyone.
AI Coding: Does Saving Tokens Really Save Money?
We demystify the misconceptions and truths about AI model token costs and coding efficiency.
A Smart Coding Assistant Running Directly on My Computer? 'North Mini Code' Is Here
We explain the features of Cohere's first AI model for developers, 'North Mini Code,' and its impact on the development landscape.
Coding AI, Now at an 'Engineer' Level? A Deep Dive into xAI's Grok Build 0.1
We provide an easy-to-understand explanation of the performance, pricing, and potential of xAI's new coding-focused AI model, Grok Build 0.1, as an engineering agent.
Banned for Using an AI Coding Assistant? Anthropic’s Suspension Reasons and Solutions
An analysis of why users are getting banned for using Claude Code in third-party tools, and guidance on how to resolve it.
AI Is My Coding Assistant? Time to Move Beyond the Chatbot Box
An easy-to-understand explanation of the differences between simply bolting a chatbot onto existing editors like VS Code versus 'agentic coding' IDEs designed from the ground up for AI.
What if Your AI Coding Assistant Keeps Getting 'Amnesia'? Can Recall Solve It?
Introducing Recall, a local memory tool that solves the problem of AI coding tool Claude Code forgetting project context after every session.
The AI 'Codex' that coded: Heading into the history books? The changes GPT-5.5 reveals
Codex, once known as an AI dedicated to coding, has been completely integrated into the latest model, GPT-5.5. We explain simply what this change means for our daily lives and work.
AI Automatically Fixes My Code? The New Look of 'Claude' in Visual Studio
Discover the 'Claude Code for Visual Studio' extension, which lets you escape the difficult terminal and collaborate with AI by comparing code side-by-side in a familiar interface.
Web Design
Chrome Extension
Beautiful Web Design Just by Hovering? The Magic of 'Pablo'
An easy-to-understand guide to the principles and features of Pablo, an innovative Chrome extension that lets you flawlessly copy the design and code of any website with a single click.
xAI
Grok Build
8 Genius Developers Living in My Computer? Elon Musk's New Coding Assistant 'Grok Build'
An easy-to-understand explanation of the features of 'Grok Build', an AI assistant for developers introduced by xAI, its 8 multi-agent system, and how the era of vibe coding will change our work.
Multiple AIs Coding Simultaneously? The Future of Development Transformed by 'Parallel Coding Agents'
Moving beyond the era of a single AI coding, we explore the concept and principles of 'Parallel AI Coding'—where multiple AI agents collaborate simultaneously to develop programs—and its impact on our daily lives.
How to Command AI to 'Plan Before Coding!': The Rise of JDS Skills
Discover JDS, a new tool that forces AI coding assistants to design and test first like humans, instead of blindly writing code.
Wake Up to Finished Code? The Story of Remoroo, the Smart AI Coding Assistant That Overcame 'Goldfish Memory'
Explore the principles and features of Remoroo, a new AI coding agent that doesn't get lost even when performing complex tasks over long periods.
Even Human Geniuses Threw Up Their Hands? Google Gemini Achieves 'Gold Medal' at World Coding Olympics
Google's latest AI, Gemini 2.5 Deep Think, has achieved gold-medal level performance at the ICPC, the world's most prestigious collegiate coding competition, demonstrating reasoning capabilities that surpass those of humans.
AI Beats the World's Most Brilliant College Students? Gemini's Astonishing Gold Medal Challenge
Google Gemini has reached a new horizon in AI reasoning capabilities by achieving gold-medal-level performance in the ICPC, the world's most prestigious collegiate programming contest.
[기획] '코딩에서 경영까지' 전방위 확산... 앤스로픽 '클로드(Claude) 4.5'가 바꾼 AI 생태계의 지형도
2025년 9월 클로드 소네트 4.5 출시 이후, AI는 단순한 대화 도구를 넘어 기업의 핵심 시스템 구성 요소로 진화하고 있습니다. 최신 모델의 성능과 실무 적용 사례를 심층 분석합니다.