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⚡ AI Lessons

Dev.to · Victor Shkirov
🏗️ Systems Design & Architecture
⚡ AI Lesson
2mo ago
Feature Based Clean Architecture. Part 5: Scaling FBCA and a Graph-Theoretic Analysis of Dependencies
A graph-theoretic look at why FBCA stays acyclic and cost-per-feature stays constant as the codebase scales.

Dev.to · Victor Shkirov
⚡ AI Lesson
2mo ago
Feature Based Clean Architecture. Part 4: FBCA: Formalizing Responsibility Boundaries in a NestJS Module
A NestJS module structure with domain, use-case, infrastructure, and presentation layers — plus an external port that makes architectural degradation structural

Dev.to · Victor Shkirov
⚡ AI Lesson
2mo ago
Feature Based Clean Architecture. Part 3: The Architectural Risk of Cycles in NestJS: ROI of Decisions on a Five-Year Horizon
How a single forwardRef quietly costs a small team $30–60k a year and nine months of lost market.

Dev.to · Victor Shkirov
⚡ AI Lesson
2mo ago
Feature Based Clean Architecture. Part 2: Decomposition into Services: An Analysis of the Approach's Limits
What "split it into services" actually fixes — and the data-service trap that's still waiting at the next step.

DeepCamp AI