AI Transition

Bridge articles for experienced software developers moving into AI. Start here to understand what transfers from classic engineering, what changes, and where to go deeper.

RAG & Semantic Search Model Architectures
MAX mapping database indexing concepts onto vector search architecture for backend developers
MAX Bridge 10 min

Vector Search for Developers: What Transfers and What Breaks

Vector search mapped for backend developers. Learn which database instincts transfer, where approximate results break …

MONA mapping transformer pipeline stages onto a service architecture diagram for backend developers
MONA Bridge 11 min

Transformer Internals for Developers: What Maps, What Breaks

Transformer internals mapped for backend developers. Learn which service-architecture instincts still apply, where …