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Engineering Review

Implementation-ready before it reaches engineering

Engineering Partner

Reviews prototypes from an engineering perspective — architecture feasibility, component reuse, state management, and implementation complexity — so designs arrive ready to build.

How it works

1

Share the prototype

Point the agent at a prototype along with your codebase context. It understands your existing architecture and tech stack.

2

Evaluate feasibility

The agent assesses implementation complexity, identifies reusable components, flags state management challenges, and estimates engineering effort.

3

Get an implementation brief

Receive a structured review covering architecture recommendations, component mapping, risk areas, and a suggested implementation approach.

Why use Engineering Review

No feasibility surprises

Catch "this would take 3 months, not 3 days" issues before they derail the project.

Component reuse

Identifies existing components and patterns in your codebase that can be reused, reducing implementation effort.

Better handoff conversations

Engineering reviews surface the right questions early, making design-engineering handoff conversations productive.

Architecture alignment

Ensures the proposed design works within your existing architecture rather than requiring unexpected refactors.

When to use Engineering Review

Pre-handoff feasibility check

You want to validate that a design is buildable before presenting it as the approved direction.

Review this dashboard prototype against our React codebase. What can reuse existing components and what needs to be built from scratch?

Complexity estimation

You need to understand the engineering effort before committing to a design direction.

Evaluate the implementation complexity of these two design options and tell me which one is significantly cheaper to build.

State management review

The design involves complex interactions and you want to ensure the state management is well thought through.

Review the state management implications of this multi-step wizard prototype. Where are the tricky parts?

More from your Engineering Partner

See Engineering Review in action

See how Engineering Review catches feasibility issues before they become project blockers.