1. What sqlmap Solves for Defenders
sqlmap is an automated SQL injection testing framework used by defenders in authorized appsec workflows to validate SQL injection risk, confirm remediation, and improve detection and secure coding practices.
sqlmap fits the "SQL injection testing (dual-use)" role in this course. Treat it as one tool in a workflow, not as a complete answer by itself. The key question is what decision quality it improves for a defender.
Before using sqlmap, define the operational question first (triage, validation, exposure review, monitoring, forensics, or documentation). Tool selection should follow the question, not the other way around.