Apr 13 · 13 min read · Bottom line. Picking the right AI org pattern (L2.1) takes 15 minutes. Staffing it correctly takes 12 months. The gap between "we decided on Pattern 2" and "we have a working Pattern 2 org" is where most leaders underinvest and then wonder why shippi...
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Apr 13 · 14 min read · Bottom line. The question "should we have an AI team?" has three defensible answers depending on the size and structure of your organisation, and exactly one wrong answer — "a committee." Smaller organisations (under ~150 people) usually win by pushi...
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Apr 7 · 2 min read · Rust's modules are similar to JS/TS files and folders, but with much more explicit control over visibility. ABSTRACT: 🧩 Analogy for Frontend Developers mod is like a file or folder: It defines a boundary of code. pub is like export: It makes an it...
Join discussionApr 1 · 9 min read · Here's a pattern I keep running into: a company started with a single AWS account years ago, deployed their production workloads there, and eventually created an organization around it. That original
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Mar 25 · 10 min read · The Problem: Inconsistent File Naming Across Master Systems I had a prompt engineering repository with 150+ templates organized in a logical category structure, but the 000-master-systems/ directory had inconsistent file naming. Some files used CATEG...
Join discussionFeb 16 · 3 min read · Security demos are clean.Real environments are not. Demos show perfectly enrolled devices, compliant users, aligned identities, and policies that work exactly as intended. They assume a world where licensing decisions are already made, prerequisites ...
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Feb 15 · 2 min read · 애정 일단 애정이 있어야 한다. 애정 없이는 관심이 없고, 관심 없이는 무엇이 문제인지 모른다. 사람들이 어떤 어려움을 겪는지, 어디서 막혀 있는지. 관심이 없으면 보이지 않는다. 협업 애정이 있는 상태에서는 팀을 넘어선 협업의 자세가 필요하다. 구성원들은 알아본다. 진정성 있게 조직 전체를 위하는 사람을. 내 팀만 챙기는 사람과, 조직 전체가 잘 되기를 바라며 움직이는 사람. 그 차이는 티가 난다. 건강한 에너지 그 다음은 건강함이다. 조직을...
Join discussionJan 30 · 3 min read · When I first started managing security for small and medium-sized organisations, I underestimated the power of documentation. I thought my technical skills alone — configuring tools, enforcing policies, and monitoring systems — were enough to protect...
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Jan 21 · 4 min read · The Before Times (aka The Dark Ages) Picture this: You open your backend folder. It's like walking into a teenager's room. Files everywhere. No rhyme. No reason. Just pure, unadulterated chaos. database.py living next to upload.py, hanging out with s...
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