Content Taxonomy

This taxonomy keeps Bitfield Lab linked, searchable, and ready to grow around one central hub: Spatial-Ready Canvas.

Future notes should use the smallest useful set of categories and tags. The goal is not to tag everything heavily. The goal is to make related ideas easy to find and connect.

Taxonomy Snapshot

The taxonomy keeps the main content rooms consistent.

central_hub:
  title: Spatial-Ready Canvas
  slug: spatial-ready-canvas
  url: /notes/spatial-ready-canvas/

Categories

Category	Primary Path	Content Role
DSA	`/notes/ds-algo/`	Search, traversal, recursion, state, layout, and interaction logic.
Java	`/notes/java/`	Backend services, indexing, tooling, and implementation mechanics.
Scala	`/notes/scala/`	Spark-oriented transformations and typed data modeling.
Data Engineering	`/notes/data-engineering/`	Pipelines that move events, documents, metrics, and research signals.
Data Mesh	`/notes/data-engineering/data-mesh/`	Ownership, contracts, governance, and trust boundaries.
Real-time Analytics	`/notes/data-engineering/real-time-analytics/`	Live views, alerts, product signals, and adaptive interfaces.
OLAP	`/notes/data-infra/`	Fast exploration, aggregation, slicing, and analytical serving.