AI Engineering

Build a working knowledge graph in one pure-Python file. Store facts as triples, then query and traverse them, with no database and no libraries.

A knowledge graph stores data as entities and relationships, not rows. Learn what it is, how it works, and when it's useful.

How AI is impacting software engineering: rising load on every dev ecosystem node. Software ecology explains why, and which principles to keep.