#augmentoolkit

Machine that Builds Machines

Synthetic Corpus Frameworks on the Spark — From a Bespoke Pipeline to an Orchestration Layer

A bespoke synth pipeline got 200 rows into a 5000-row reasoning corpus before a fourth meta-state surface form forced a retreat. The diagnosis: a regex-floor approach cannot catch novel surface forms by construction. The fix is the open-source orchestration layer.