Full-Stack Web Development

Systematic approach to building, debugging, and architecting web applications. Every coding task follows the same core loop: understand → plan → build → verify → refine.

The Core Loop

Every task, no matter how small, passes through this:

1. Understand — What exactly needs to happen? What are the constraints? What already exists?
2. Plan — What's the approach? What could go wrong? What's the simplest thing that works?
3. Build — Write the code. Small, verifiable steps. Commit logical units.
4. Verify — Does it work? Does it handle edge cases? Does it fail gracefully?
5. Refine — Is it readable? Would someone else understand this in 6 months? Any dead code?

For small tasks (fix a bug, add a field), this loop takes 30 seconds of thought. For large tasks (new feature, architecture change), each step gets real attention.

Project Understanding