Process
I don't start with tools.
I start with constraints.
My process exists to reduce risk, prevent chaos, and make outcomes predictable.
Why A Process Exists
Most technical failures don't happen because of bad tools. They happen because of:
Undefined constraints
Premature execution
Invisible assumptions
No graceful degradation
My process is designed to eliminate these failure modes early.
The Process (End to End)
Constraint Mapping
▼Before anything is built, I map the boundaries.
System Design (Before Tools)
▼The most important phase. Architecture on paper first.
Tool Selection (Last, Not First)
▼Only after architecture is clear do tools enter the picture.
Incremental Build
▼Systems are built in layers, not all at once.
Failure & Edge Case Design
▼I assume things will break. So I design for it.
Measurement & Iteration
▼Once live, I measure what matters.
Optimizes For vs. Deliberately Avoids
Optimizes For
Deliberately Avoids
Who This Process Is For
Works best if you:
Not designed for:
What Working Together Feels Like
Fewer meetings
Async-first
Clear documentation
Always current
Predictable progress
No surprises
Systems adapt
Process stays
If something changes, the system adapts — not the process.
Ready to start with constraints?
We'll start with constraints.
This process stays the same. Only the systems change.