Tag
context engineering
3 articles Uncategorized New
The Tiered Context Architecture: Managing AI Working Memory at Scale
When AI context files grow to 1,000+ lines, they degrade the collaboration they were built to support. The tiered context architecture solves this with three in
From learned representations to engineered context: what Richard Socher's research tells us about working with AI
Richard Socher's research arc — from GloVe to DecaNLP to 'managers of AI' — maps directly onto the principles behind synthesis coding. The connections are struc
Synthesis Project Management
A lightweight project management system for human-AI collaboration. Designed for context preservation across conversation sessions and context compaction events