AI Explainability

Usage

# 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).