Delivery model

Evidence before
refactoring.

Diagnosis, scope, implementation, and validation are separate decisions. This protects the codebase, budget, and timeline.

01

Define

Choose the critical flow, target device, release context, and success criteria.

02

Baseline

Capture lab signals and field evidence when available.

03

Profile

Inspect loading, main thread, rendering, network, bundle, and memory.

04

Root cause

Connect the user-facing symptom to the code and architecture creating it.

05

Recover

Implement only the agreed high-impact changes within scope.

06

Validate

Repeat comparable tests and document before/after evidence.

Working principles

Critical flow first.

Production constraints matter

Performance must coexist with authentication, analytics, accessibility, and product needs.

Lab and field are different

Synthetic tests guide diagnosis; real-user signals and device checks confirm behavior.

Communication is part of readiness

You receive a plain-English explanation of the bottleneck, trade-offs, scope boundary, and next decision.