When Cursor-Built Traction Outpaces the Codebase Behind It
AI-generated code ships fast but often outpaces the architecture needed to scale.
Priya Venkataraman
Section
Technical Debt as Business Risk
11 stories in Technical Debt as Business Risk.
Choosing the Right Engineering Studio to Rescue a Freelancer-Built MVP
How to audit a broken MVP and rebuild what actually matters.
Theodore Rhys-Kwame
When to Rewrite vs. Refactor a Production Codebase
Diagnose whether your codebase needs incremental improvement or architectural replacement.
Soledad Marchetti
Engineering Contractor Handoff Risk at the MVP-to-Growth Transition
Knowledge about why code was built leaves with the contractor.
Theodore Rhys-Kwame
Reliability Standards That Change at First Enterprise Customer
Enterprise customers force simultaneous upgrades across five architectural dimensions.
Theodore Rhys-Kwame
Bus Factor as a Startup Survival Risk
When one person holds critical knowledge, losing them can halt growth or sink the company.
Theodore Rhys-Kwame
Offshore and Freelancer-Built Codebases at the Production Threshold
Offshore and freelancer builds survive demos but crumble when real users arrive at scale.
Theodore Rhys-Kwame
The Compounding Cost of Deferred Infrastructure Upgrades
Unpaid infrastructure debt accrues interest that compounds across systems, processes, and people.
Priya Venkataraman
Dependency on a Single Engineer as Organizational Debt
When one engineer holds all the knowledge, the team can't function without them.
Soledad Marchetti
Refactoring as a Revenue Decision
Treating technical debt as a capital decision, not housekeeping, unlocks higher ROI.
Theodore Rhys-Kwame
Communicating Technical Debt to Non-Technical Founders
The metaphor was designed to help founders make better decisions, not to make engineers feel heard.
Priya Venkataraman