Most resumes are already outdated by the time they become polished enough to send.
That problem gets worse when your skills are evolving fast through real work, AI-assisted workflows, and shipping in public. A static document catches the nouns. It misses the motion.
The smarter move is to keep a living record closer to where the work actually happens.
Why It Matters in 2026
By 2026, everyone can say they use AI. That sentence means almost nothing.
What matters is whether your judgment improved, whether your workflows got sharper, whether you built anything real, and whether you can show the path from confusion to competence.
That path is usually invisible on a normal resume. It becomes visible when you document it as you go.
What A Living Resume Actually Is
Not a LinkedIn content strategy. Not a hype document.
Just a running record of what you learned, what you built with it, where the proof lives, and what changed in your thinking. That record can live in a markdown file, a private repo, a public repo, or a skills log sitting beside your projects. The specific container matters less than the habit.
Why Keep It Near The Code
Because memory lies.
The breakthrough you had during a refactor feels unforgettable at 2:14 AM and somehow becomes a vague blur three weeks later. The exact prompt pattern, the exact architectural decision, the exact before-and-after result all start dissolving.
If you write it down near the work, while the work is still warm, it stays useful.
Then it stops being branding and becomes evidence.
VS Code For Building, Codex For Continuity
VS Code is still the right place to shape the work itself. It is where drafts, repos, commits, architecture, notes, and real files live.
Codex adds something different: continuity. It remembers the thread of the project, helps tighten copy, cleans drift across repos, spots what still reads weak, and carries context from one site or tool to the next without making you reconstruct your own thinking every morning.
VS Code keeps you close to the files. Codex keeps you close to the evolving intent. One is the bench. One is the sharp collaborator standing beside it.