Capability development
Full-stack engineering with measured AI leverage.
Do not compete with AI. Build with AI, but keep fundamentals, product sense, communication, and verification habits alive.
Skill map
Skills are tied to real current responsibilities
Software Engineering
Full-stack basics, debugging, databases, Git, and shipping small loops.
Build one testable slice.
Product Building
Problem framing, user flow, demo planning, and practical validation.
Write the user problem in one sentence.
Communication
Documentation, reporting, presentations, and clear English practice.
Save one clean explanation.
Where skills go
Use learning inside your actual work lanes
Full-stack path
HTML/CSS/JS
React/Next.js
Vue/Nuxt learning
TypeScript
Node/backend
Database fundamentals
Git/GitHub
Deployment
AI-augmented engineer path
AI-assisted coding workflows
Agent workflow
MCP/apps
Automation
Prompt discipline
Verification habits
Current learning
One note, not a huge system
Small build log
Save proof, not pressure
No build proof saved yet. One honest line is enough.