Wiki
Knowledge Base
Learning resources, explainers, and deep dives
Schemas & Embeddings — From First Principles
What is a schema? What is an embedding? Why 1024 dimensions? How similarity search works. GPU vs CPU. The unified picture.
schema embedding vector BGE-M3 LanceDB
Related specs: SPEC-001 SPEC-002
SPEC-001 & SPEC-002 Deep Dive
Detailed walkthrough of the Universal Node Schema and Embedding Standardization specs. Current state, migration path, what needs to change.
schema embedding migration Layer 1 Layer 2
Related specs: SPEC-001 SPEC-002
How Synthesis Works — The Full Chain
From 22 raw principles to publishable knowledge. The dialectical process: tension finding, seed selection, trunk building, branches, leaves, and how seeds produce new seeds.
synthesis dialectics evergreen knowledge bank
How Meridian Project Management Works
AI-native project management. YAML backend for machines, HTML frontend for humans. Object model, weekly cadence, meeting capture, the full system.
PM YAML objects tasks deploy