My MacBook Air M2 has been my daily driver for SwiftUI development, React projects, and the occasional DevOps pipeline wrangling. 16GB RAM, 512GB storage. It still handles everything I throw at it without breaking a sweat. So when Apple dropped three new MacBooks in March 2026 — the $599 Neo, the M5 Air, and the …
If you’ve ever shipped an iOS app, you know the real battle starts after you write the last line of code. Building, managing certificates, capturing screenshots, uploading to TestFlight, submitting to the App Store… do it manually once or twice and you’ll start wondering if there’s a better way. That’s when you discover CI/CD automation …
“Chatbots give great answers, but why can’t they just do it for me?” If you’ve ever tried using AI in your workflow, this thought has probably crossed your mind. Ask ChatGPT or Claude to “cancel my order and process a refund,” and you’ll get something like: “Please go to your account page and submit a …
There are many ways to reduce token usage when working with AI coding agents. Today, let’s look at one of the most effective: Serena MCP Server. Why Does Serena Save Tokens? When you use Claude or other AI coding agents, they typically load entire files or use search tools to find relevant code. The problem? …
“챗봇은 잘 답변하는데, 왜 직접 해주지는 못할까?” AI를 업무에 활용해 보신 분이라면 한 번쯤 이런 생각을 해보셨을 겁니다. ChatGPT나 클로드에게 “주문 취소하고 환불 처리해 주세요”라고 말하면, 돌아오는 대답은 대부분 “마이페이지에서 환불 요청을 올려주세요”입니다. 아무리 똑똑한 AI라도 결국 실행은 사람 몫이었던 거죠. 그런데 이제 그 한계가 깨지고 있습니다. AI가 직접 시스템에 접속해서 주문을 조회하고, 환불 가능 …
