TruffleHog vs Gitleaks vs GitHub Secret Scanning: Why Most CI Scanners Fail (2026)

Hardcoded credentials remain the single fastest route to an infrastructure breach. An AWS access key, a Stripe live secret, or an OpenAI API token accidentally pushed to a public or private repository