========================
AI Explainability
========================

Usage
-----

.. code-block:: bash

   # Reasoning chain
   memguard explain <scan-id> --issue 1

   # Allocation lifecycle
   memguard backtrack <scan-id> --issue 1

   # Regression detection
   memguard diff <scan-a> <scan-b>

   # Suppression files
   memguard suppress <scan-id> --out file.supp

   # Fix verification
   memguard verify src.c --compile "gcc -g -o /tmp/out src.c" --binary /tmp/out --baseline <id>

Features: reasoning chains with confidence %, allocation backtracking, memory diff,
suppression generator, fix verifier, bug relationship graph (masks, amplifies, same_root_cause).