Dev Notes - Blog Posts - aickyway

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Dev Notes

Sharing practical development tips, useful tool reviews, framework guides, and real-world development experiences. Documenting hands-on know-how and problem-solving processes across various tech stacks including Python, FastAPI, Next.js, and more.

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AI 이미지 가이드29

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How Do Multimodal LLMs Actually Understand Both Text and Images at Once? 이미지 썸네일

How Do Multimodal LLMs Actually Understand Both Text and Images at Once?

I was generating images with Midjourney at 3 AM when I suddenly got curious. 'How does this thing read my English prompt and draw a picture?' I'd spent 3 hours just tweaking prompts that day —

My Experience Building 3 Web Dev Projects with SuperClaude 이미지 썸네일

My Experience Building 3 Web Dev Projects with SuperClaude

Reading framework documentation is boring. Learning by building is faster. Today we'll build 3 projects with SuperClaude. Bookmark

Product Color Swatches — Turns Out They're Harder to Make Than You'd Think 이미지 썸네일

Product Color Swatches — Turns Out They're Harder to Make Than You'd Think

You know those little color swatches under product images when shopping on Coupang or Musinsa? Red, blue, beige... that kind of thing. For a while I thought designers were making each one manually in Photoshop —

Solving Real Problems with SuperClaude - My Experience in Crisis Situations 이미지 썸네일

Solving Real Problems with SuperClaude - My Experience in Crisis Situations

Crises happen when developing. Servers suddenly die, data gets lost, deployments fail. Here's how SuperClaude helps in those situations

Using SuperClaude Framework to Level Up Claude Code

Ever thought 'it would be nice to have this feature too' while using Claude Code? I did too. That's when I discovered SuperClaude Fram

How I Got 20x Faster Local Development by Disabling Windows Proxy Auto-Detection

A True Story of 20x Local Development Speed Improvement Have you ever wondered 'why is this so slow?' when testing APIs locally? In this article, we cover 127.0.0.1

FastAPI Tuning in Practice - 45% Throughput Improvement with Uvicorn, uvloop, and Pydantic v2

FastAPI is one of the fastest and most intuitive web frameworks built with Python. But instead of stopping at 'just fast', in actual production

My Experience Converting Podcasts to Text with OpenAI Whisper

🧩 Quick Terminology Whisper: A speech recognition model released by OpenAI (various sizes: tiny, base, small, medium, large

My Struggles Applying Oh My Posh to Windows PowerShell

If you want to beautify your terminal prompt, Oh My Posh is the best choice. In this article, I'll cover installing Oh My Posh on Windows, including themes and Nerd Fonts

Running Open Source LLMs Locally with GPT-OSS + Ollama

One term that always comes up when talking about AI is LLM (Large Language Model). Simply put, it understands and responds to natural language as if we're having a conversation

6 High-Performance Python Libraries I've Actually Used

Python is known for 'readability', not 'speed'. However, there are libraries that smash performance benchmarks without multithreading/multiprocessing.

Building a Dev Environment Without Claude Code Using Gemini CLI + MCP

TL;DR: By attaching Context7 + Sequential Thinking MCP servers to Gemini CLI, you can create a premium-level coding workflow for free.

What I Learned Making CSS Shapes with corner-shape

Creative CSS Shapes with corner-shape One-line summary: corner-shape is an experimental CSS property that changes border-radius rounded corners to different profiles

My Experience Using Gemini CLI with 6 MCP Servers

One-line summary: With the right Gemini CLI + 6 MCP server combo, your terminal transforms into an 'AI-embedded IDE'. Try the recipe and illustration prompts below.

How I Boosted Node.js Performance 10x

Building a Lightning-Fast AI Image Processing Pipeline How do platforms like Instagram and Pinterest process images instantly? This article covers Node.js worker threads + Sh

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