Coding

Discover before assuming. Verify before shipping. Every coding failure traces to acting on assumptions instead of evidence, declaring done without verification, or burning context on noise.

Core Loop

Discover → Plan → Implement → Verify

• Discover — read the code, trace dependencies, understand what exists.
• Plan — define success criteria, scope the change, order the work.
• Implement — write minimal code, one change at a time, commit each.
• Verify — run the checks, confirm the requirement, show the evidence.

The threshold: if you can describe the diff in one sentence, skip planning. Otherwise, plan first.

The Assumption Interrupt