As a content creator, I realized I was spending far more time researching viral topics, searching for stock videos, and organizing ideas than actually creating content. To solve that problem, I built a wizard that streamlines the entire workflow—from discovering trending themes and researching ideas to finding royalty-free videos...
A study published in 2026 tracked what happened when three major Canadian banks rolled out two-factor authentication (2FA) — the extra login step beyond just a password — during 2021–2022. Two banks made it optional. One made it mandatory. Researchers then analyzed cyber threat intelligence from criminal marketplaces to see which accounts were actuall...
Balanced the scales this week with a near-perfect 1:1 ratio of additions to deletions. Focused on stripping back my Neovim UI and restructuring how I showcase my career history—33 commits and a 5-day streak of pure flow.
This week was all about the "one for me, one for the world" balance. I spent a significant chunk of time deep in my...
macOSでグローバルなキーイベントを受け取るアプリを作ると、権限判定を単純な Bool として扱いたくなります。しかし実装と検証を進めるほど、次の3つは分けて考えた方が安全でした。
CGEvent.tapCreate が実際に成功し、イベントを受け取れるかこの記事では、macOS向け打鍵音アプリを作る過程で使った診断方法を、製品固有のUIから切り離して整理します。
Listen-onlyのイベント監視では、次の2つを並べて観察できます。
When we create a webpage, we don't just want it to look good. We also want the browser and other developers to understand what each part of the page is. This is where semantic tags help us. The word semantic means having meaning. These tags describe the purpose of the content instead of just creating a box like a <div>.
Agent frameworks make it easier to build systems that can plan tasks, call tools, maintain state, and decide what to do next.
But a well-designed workflow can still produce a confidently structured wrong answer.
The graph may execute exactly as expected while relying on information that is outdated, incomp...