NG / TECHNICAL WRITINGFIELD NOTES
NOTES FROM
INSIDE THE SYSTEM.
Experiments, decisions and the details that change how you read the numbers.
FIELD NOTE 001 / 10 min read / 2026-07-30WHAT CHUNKING
WHAT CHUNKING
DECIDES BEFORE
RETRIEVAL RUNS ↗
57%OF GOLD SPANS SEVERED
BY FIXED-WIDTH CHUNKING
Understanding the MCP ProtocolFORTHCOMING ↗Multi-Agent Orchestration PatternsFORTHCOMING ↗Building Production RAG PipelinesFORTHCOMING ↗BY FIXED-WIDTH CHUNKING