design

We’re circling a powerful idea here. Turn logs into something an AI can reason over, not just grep through. Vector embeddings are the hinge.

Every log line becomes a vector

  974  cd /home/tux
  975  mkdir -p td-detect
  976  cd td-detect
  977  mkdir -p src data logs alerts
  978  touch src/detector.py

The flow becomes