지침도 검증 대상이다 — 대회 규정을 Claude Code 스킬 5개로 만든 해커톤 회고
대회 규정을 Claude Code 스킬 5개로 만들어 쓴 해커톤 회고. 테스트를 통과한 앱의 결함 2개와, 지침에 남은 과장된 근거를 정정한 이야기.
AI
AI 시대, 프로그래밍 공부는 어떻게 달라져야 할까? 개발자가 갖춰야 할 3가지 핵심 역량
AI가 코드를 쓰는 시대, 개발자는 무엇을 공부해야 할까? 목적 있는 프로젝트, 시스템 설계, AI를 학습 도구로 쓰는 법.
Build an MCP Gateway in Python: Least-Privilege Tools per Agent, and What It Costs
How do you give each AI agent only the MCP tools it should have? We build a small gateway in front of the official git, fetch and time servers and measure it: tool tokens down 57-69% per role, about 0.6 ms per call, and 9 of 9 out-of-policy calls refused.
Build an MCP Server in Python: YOLO11 Object Detection as an Agent Tool, and What MCP Really Costs
How do you build an MCP server, and what does it cost? We expose YOLO11 detection as MCP tools with the official Python SDK 2.x, then measure stdio overhead (0.6 ms), cold start (1.4 s) and why a base64 image as a tool argument costs 71,000+ tokens.
OSNet Person ReID in Python: Choosing a Variant, Exporting to ONNX, and Measuring CPU Latency
Which OSNet model should you use for person re-identification, and how fast is it? We load torchreid model-zoo weights, match YOLO11 person crops, export to ONNX and time four variants on a laptop CPU, with code you can run.
Ignite & Gemini: The Agentic Shift Begins
Microsoft Ignite 2025
This year’s theme is unmistakable: AI agents everywhere.
Google Gemini 3: The Next Leap in AI Performance (Unverified Rumors)
Emerging rumors suggest Google's Gemini 3 could represent a paradigm
Google Gemini File Search: Turning Hours of Engineering Into Seconds of AI Magic
Google's new File Search feature transforms the complex world of
Forget "Ctrl+F": Google's New File Search API Can Actually 'Understand' Your Entire Codebase
Every developer, researcher, and project manager knows the feeling.
You're
Sora 2 Launches: OpenAI's Game-Changing AI Video Generator Brings Hollywood-Quality Creation to Everyone
OpenAI's Sora 2 transforms text into cinematic video with synchronized
What Is MCP? The Four Faces of AI Agents and the Rise of MCP
AI agents are moving from research demos into real-world applications. These