A one-time architecture & code risk review for product owners and developers. It can be for an application coded by yourself, a contractor, or built using AI, low-code, or vibe coding tools.
I specifically review for:
* Decisions that will hurt you in 3–12 months
* Architecture bottlenecks and scaling limits
* Security and authentication risks
* Data integrity and migration issues
* Maintainability and long-term technical debt
