Insights
Deep-dives on AI, software architecture, and building lean. Written by Nikita Clark.
How to Scope an AI MVP in 2026
A practical framework for scoping an AI MVP — choosing the right LLM integration, drawing the build/buy line, and shipping in weeks instead of quarters.
The Reality of No-Agency-Bloat Development
Why traditional agencies inflate scope and timelines — and how a lean, founder-aligned engineering model ships SaaS products faster and cheaper.
Owning Your Data Model: The Architecture That Survives
Frameworks change and models get deprecated, but a clean data model outlasts both. A field guide to designing the part of your SaaS that has to last.