final submission

refined submission ready

system-wide run

online compute optimization 18% faster with vectorization and memory look-ups

reasoning rearchitectured with more facts

NLP engineering for reasoning

resoning improvement

debug dashboard

optimized online compute

defect fix career

premature code. analysis later

data driven Dirichlet optimization

refined progress and defect fix

defect fix 1

optimized faster execution

refined codebase

refined thresholding

optimized code

final init source compleetyion

chore: untrack utilities and update gitignore

offline precomputation testing

modified integration with online pipeline and stages

initial implementation complete

online implementation complete

evidence for stage2

stages for online compute

offline computation implementation complete

offline computation reasonaing templates and honeypot

complete implementation of engine layer

engine layer init implementation

features store layout and registry

features parsing normalization education geography

features in progress

adapters implementation

domain implementation complete

domain ports and config setup

initial setup